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Business judgment on AI products

Opportunity map

Not a product directory: a map of AI business opportunities. Start with the question you need to test, then open a case for evidence and limits.

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cindy

Puts coding assistants from different vendors in one workspace so you can switch models mid-task without losing memory or work.

Started chargingAI + ProductivityOpen-source traction 1,995Analyzed

Payment pathThe client is free (Apache-2.0) and the stated logic is "bring the subscriptions you already; own, no double b…

getopen

Independent sellers see which page brought a paid order, and can just ask what happened yesterday.

Started chargingAI + BusinessCommunity score 6Analyzed

Payment pathFree to self-host (AGPL-3.0); hosted from $9/month (the author's own words on HN: "self-host it for free, or $…

everycube

Anyone scrolling a mouse can walk through every one of the Rubik's Cube's 43 quintillion states, like a corridor that never ends.

Started chargingAI + LifeCommunity score 285Analyzed

Payment pathNone. Free webpage, no ads, no paywall, no subscription, no company.

mcp-server

When an assistant needs to register an account, it orders a phone number in the right country, reads the SMS code, and no one has to wait.

Started chargingInfrastructureOpen-source traction 166Analyzed

Payment pathPay per code, prepaid balance. Typical price $0.43 per verification (from $0.01);; if no code arrives within 2…

Bullet

Keeps the same model and speeds up a coding assistant by cutting the wait between steps.

Started chargingAI + DevCommunity score 93Analyzed

Payment pathNot disclosed. Private beta, free for now, no subscription. macOS and Linux.

approving

Runs a coding AI in an isolated box and pauses at critical steps until a person approves before it continues.

Started chargingAI + DevOpen-source traction 77Analyzed

Payment pathNot disclosed. MIT open source, self-hostable, no cloud service, no pricing page. The; homepage shows team-sha…

stoaexchange

Puts live graphics-card quotes from every channel on one table so buyers can compare on the spot.

Started chargingInfrastructureCommunity score 77Analyzed

Payment pathNo published pricing. This shape usually monetizes one of three ways: commission on volume,; data subscription…

Mcptoon

An assistant can attach many external tools without stuffing the chat window or exploding the bill.

Started chargingAI + DevCommunity score 70Analyzed

Payment pathNot disclosed. Free and open source (pip install mcptoon). No hosted service,; no paid tier, no managed versio…

ai-short-drama

Turns short-drama tropes into a serial story spine so characters hold across ten episodes and each one leaves a hook.

Started chargingAI + CreativeOpen-source traction 56Analyzed

Payment pathNone. MIT open source, free, no paid tier, no services.; (The repo cites aizhuiguang.tech's public "generaliza…

ProMentor

Learn to code against a real project: first a lesson, then you write it, tests that actually run grade you, and it does not hand you the answer.

Started chargingAI + DevOpen-source traction 51Analyzed

Payment pathNot disclosed. Free and open source, no license declaration, no paid tier, no cloud service.

Alphabet Soup

A web word game where everyone shares the same letters and the longest word wins.

Started chargingAI + LifeCommunity score 35Analyzed

Payment pathNone — Buy Me a Coffee tips. No subscription, no ads, no in-app purchases.

designshippers

A monthly subscription for design engineers who finish the design and submit code, with only one request in flight at a time.

Started chargingAI + CreativeCommunity score 13Analyzed

Payment pathSubscription: $10,000/month (labeled a "founding rate"). The page shows both "6 months" and; "pause or cancel …

OpenCode Senses

Drop an error screenshot while coding. A cheap text-only model can still read the words and find the button.

Started chargingAI + DevCommunity score 8Analyzed

Payment pathNot disclosed / free. MIT open source, distributed via npm, no paid tier, no API fees; the; user's own GPU is …

PicPocket

On a trip, drop photos into a chat with whoever was there. Sharing organizes the album by person — no folders after the fact.

Started chargingAI + CreativeCommunity score 7Analyzed

Payment pathApp Store in-app purchase, one-time buy by capacity. 15,000 photos ~¥38, 5,000 ~¥15, 50,000; ~¥68 (China App S…

Track habits

Habits are more than a checkbox: log numbers and times, and a few days off does not wipe the streak.

Started chargingAI + LifeCommunity score 7Analyzed

Payment pathFreemium. Free: 5 habits, yes/no and numeric types, one auto chart per habit, 60 days; of stats, multi-device …

VeerHost

Web hosting at one dollar a month for the first year, with limited spots so “just try it” costs almost nothing.

Started chargingAI + BusinessCommunity score 7Analyzed

Payment pathA first-year loss leader ($1/month is below cost), recouped via $2.89/month renewals and up-sells to VeerGrow/…

Graph2agent; Mermaid diagrams

Human flowcharts are translated into plain structure an AI can read, without guessing from the picture, so edges and limits can be checked.

Started chargingInfrastructureCommunity score 6Analyzed

Payment pathNot disclosed. Apache-2.0; CLI/MCP/Action are all free; no cloud service, no subscription.

Opencodex

Install it in the code editor you already use and an assistant can edit code — no signup, no keys up front.

Started chargingAI + DevCommunity score 6Analyzed

Payment pathFree and open source — no cloud service, no paid tier. MIT, personal project.

Pacific Slate

Run a private assistant on your own machine. Swap models by changing config. Mail, calendar, and files never leave your servers.

Started chargingInfrastructureCommunity score 5Analyzed

Payment pathNone. Not a product — a personal system plus an open-source blueprint (the site; says "almost all of it is ope…

SightDiff

After an assistant changes a page, screenshot compare before you commit proves what moved and what did not. The assistant does not get to write its own evidence

Started chargingAI + DevCommunity score 5Analyzed

Payment pathEarly access, two ways in: waitlist is free; founding users pay $10/mo, charged only from the first; release y…

spritefusion

Indie game makers type one sentence and get pixel sprites that drop straight into the engine.

Started chargingAI + CreativeCommunity score 5Analyzed

Payment pathCredit subscription: Starter $9/mo for 450 credits, Creator $19/mo for 1,050, Pro $49/mo for 3,000; 2 images o…

AdmitRaven

Turns college applications into a few minutes of daily quests, and locks distracting apps until today's lesson is done.

Started chargingAI + LifeAnalyzed

Payment pathFree acquisition + subscription + virtual currency.

AgentOne Desktop

You describe a chore in plain language; it works across apps on your computer and comes back when it is done.

Started chargingAI + ProductivityAnalyzed

Payment pathFreemium subscription plus bring-your-own-key, in parallel:

AndroMeld

Gives Android phones and Macs an Apple-like handoff: mirrored windows, direct files, and a shared clipboard.

Started chargingAI + ProductivityAnalyzed

Payment pathPublished on the Mac App Store; the official line is "every feature is free to; try," plus a completely free W…

Argos

Lives in your browser and clicks, fills, and finishes tasks with your already-logged-in accounts; a message from your phone can steer it.

Started chargingAI + ProductivityAnalyzed

Payment pathFree (25 messages/day: page actions, integrations, memory, web search) + Pro ($15/month billed; annually, or $…

AstraPixels

A pixel map of the solar system at real orbital positions, where you can also pay to claim a body on the site.

Started chargingAI + LifeAnalyzed

Payment pathDirect digital-asset sales: asteroids $5 forever, moons $49, scarce items (the Sun, the eight; planet skins, c…

Basedash Subscriptions

Set a clock on any chart and the latest snapshot lands in email or a team channel, so nobody has to go look it up.

Started chargingAI + ProductivityAnalyzed

Payment pathShips as a feature of Basedash's main pricing. Plans start at $250/month (Basic: 2 users, SQL; sources, $25/mo…

DocsAlot CLI

Lets a coding assistant write and keep documents current; you preview and approve before anything goes live, so the docs stop rotting.

Started chargingAI + DevAnalyzed

Payment pathSaaS subscription, three tiers:

DuckDisk

On a Mac, a dense table shows exactly which folders eat space on local disks, cloud drives, and remote machines.

Started chargingAI + ProductivityAnalyzed

Payment pathFree. AGPL-3.0 open source, no subscription, no IAP, no ads, available on both the App Store and GitHub Releas…

Gitar

Code review does not stop at findings: it patches the issue, runs checks, and only then commits, so humans stop closing the loop.

Started chargingAI + DevAnalyzed

Payment pathSaaS subscription:

Good Assistant 2

Life goals become a morning plan; the assistant comes to you and still remembers what you said last year.

Started chargingAI + ProductivityAnalyzed

Payment pathSubscription: $29/month (€26/month in Europe), 1-week free trial. The author is explicit that the price is hig…

Grok Imagine 2.0

In Grok, a wand edits only the spot you point at, plus background removal and multi-image blend, so people leave the retouching app.

Started chargingAI + CreativeAnalyzed

Payment pathBundled into Grok subscriptions (SuperGrok etc.) and the apps, no separate surcharge. API pricing (carried ove…

Gutta

A two-second Mac menu-bar note captures “buy bread tomorrow,” stored on the machine, with no account and no subscription.

Started chargingAI + ProductivityAnalyzed

Payment pathFree. Open source, no subscription, no account, no in-app purchase. The only "cost" is the user's own cloud fo…

Progress AI Observability

Every call an assistant made in production, what it cost, and whether the answer was wrong — one trace shows it all.

Started chargingInfrastructureAnalyzed

Payment pathSaaS subscription, metered in "units." Free: 10,000 units, 7-day retention. Starter $29/month; (200,000 units,…

ScreenMark

While sharing a screen, circle the point, zoom, and freeze on the picture itself. Step away from the desk and remote from the phone.

Started chargingAI + ProductivityAnalyzed

Payment pathFreemium. Free tier covers the core annotation tools. Pro unlocks recording,; live zoom, cursor highlight and …

SecondBrain Note by GenSpark

MagSafe on the back of the phone. Press to record a face-to-face talk. Afterward you get minutes and to-dos, and it can draft the follow-up email.

Started chargingAI + ProductivityAnalyzed

Payment pathHardware plus subscription. Device at $199; free tier gets 300 minutes of; transcription per month; Genspark P…

Soup CLI

Fine-tune a large model on an ordinary laptop's small GPU with one command. No need to rent a compute cluster.

Started chargingInfrastructureAnalyzed

Payment pathNone. Apache-2.0, no paid tier, no hosted service, no company entity disclosed.

StepShot

Record the real clicks on your computer and turn them, on the spot, into an illustrated step-by-step handbook you can hand to a client.

Started chargingAI + ProductivityAnalyzed

Payment pathOne-time purchase: Pro $129, Team $599 (5 seats), perpetual license including all; future versions. The free t…

Switchy for Mac

One menu click moves the same keyboard, trackpad, and mouse from this Mac to the other.

Started chargingAI + ProductivityAnalyzed

Payment pathOne-time $12.99 (lifetime license, up to 5 Macs, 3-day full-featured trial), no; subscription. Sold through Le…

The new Firecrawl MCP

Lets any AI assistant read a live web page as clean text, so teams stop maintaining their own scrapers.

Started chargingAI + DevAnalyzed

Payment pathSaaS priced by credits: Free $0 (1,000 credits/mo), Hobby $16, Standard $83, Growth; $333, Scale $599, Enterpr…

Tines 3B

Takes the automations staff spin up with AI and runs them where the company can see, sandbox, and audit them.

Started chargingInfrastructureAnalyzed

Payment pathFree Explore Edition (3 workflows to start) plus enterprise subscription (pricing not; public). The parent com…

Toolport

One local doorway for every AI assistant to reach its tools, with secrets locked on the machine instead of pasted everywhere.

Started chargingInfrastructureAnalyzed

Payment pathOpen-source core (MIT, local app free) plus a Toolport for Teams subscription: free up; to 5 people, then $39/…

Troopr AI Scrum Master

Writes the standup from tickets and code activity, and flags when what people said does not match what they did.

Started chargingAI + ProductivityAnalyzed

Payment pathSaaS subscription. Launch offer: free for 10 seats during launch; the; site shows a free tier (3 users to star…

Vidaya

Rolls wearables, lab work, and DNA scattered across apps into one score, then answers what is going on with your body.

Started chargingAI + LifeAnalyzed

Payment pathSubscription: $9.99/month or $89/year; $50 launch code at launch ($39/year);; 30-day money-back guarantee; no …

VoiceGecko

Hold a shortcut, speak, and the words land on your clipboard. The recording never leaves the machine.

Started chargingAI + ProductivityAnalyzed

Payment pathNone. MIT-licensed, completely free, no subscription, no cloud service, and no visible; path to charging money…

VoiceOS App Store

Speak a sentence into the Mac notch to generate a voice app, then share a link others can install in one tap.

Started chargingAI + BusinessAnalyzed

Payment pathVoiceOS itself is Freemium: a free tier with no credit card, and a Pro tier starting at; about $15/month bille…

Whop CLI

Run selling, memberships, and payments from the command line—both the shop owner and an AI assistant can drive it.

Started chargingAI + DevAnalyzed

Payment pathThe CLI itself is free (MIT). Whop does not charge for the tool; it charges for the; platform — take rates on …

Xirp

One screen to run several coding assistants at once, and they read how this company actually works before they start.

Started chargingAI + ProductivityAnalyzed

Payment pathFree public beta, hosted by Spotify under its rate limits and data-retention policies.; No paid tier mentioned…

radiusHQ

Coaches, photographers, and studios put services, slots, and checkout in one link. Clients do not have to DM back and forth to book.

Started chargingAI + ProductivityAnalyzed

Payment pathFreemium. Solo professionals are free forever; paid tiers remove branding and add team; features; Team support…

Workflo

Mac office users open Workflo for repetitive desktop operations such as moving information across apps or bulk-organizing files; it claims to run automations wi

Started chargingNew application / serviceAI + ProductivitySoftware and IT servicesCommunity score 113Under watch

Payment path$19.99 one-time purchase, 7-day free trial, no subscription, no account. For comparison:; Moom is also one-tim…

Continuum

When preparing one-on-ones or performance reviews, team managers must recall a report's project progress, preferences and past feedback, material usually scatte

Started chargingNew application / serviceAI + Productivitygeneral enterprise managementCommunity score 7Under watch

Payment pathFreemium: free up to 3 people; Pro at $12/month or $108/year (14-day trial on yearly), or a; one-time $249 lif…

deepseek-harness

DeepSeek splits an assistant's tools, memory, and interface into swappable add-ons that run on your own computer.

Not a business yetInfrastructureOpen-source traction 600Analyzed

Payment pathThe harness is free and open source; the money is in model calls. On 2026-08-13 it announced; peak/off-peak AP…

qm

Every employee gets an isolated assistant, and the same one can still be driven together in a channel, with memories that do not leak.

Not a business yetAI + ProductivityOpen-source traction 13,884Analyzed

Payment pathNot disclosed. MIT licensed, no pricing page, no hosted offering.

dsh-web-ui

People who code with AI in the browser install a task board, version graph, phone remote, and a few skins in one go.

Not a business yetAI + DevOpen-source traction 5,741Analyzed

Payment pathNot disclosed. Plugins are free (README claims BSD-3-Clause, but the GitHub API shows no license file; legal s…

genoffice

People editing materials let AI change Word, sheets, and slides from the inside, while untouched bytes stay exactly as they were.

Not a business yetAI + ProductivityOpen-source traction 3,415Analyzed

Payment pathThe app itself is free under Apache-2.0. AI features require logging into a Genspark; account via device code,…

DSH-better-sidebar

While AI edits files, the folder tree, editor, terminal, and diffs sit in one sidebar, so people stop hopping across windows.

Not a business yetAI + DevOpen-source traction 2,975Analyzed

Payment pathNot disclosed. MIT, free on npm, no pricing page, no hosted service, no sponsorship channel.

dsh-TUI

Engineers who will not switch interfaces keep writing code with AI in their old posture — status, undo, no browser detour.

Not a business yetAI + DevOpen-source traction 2,781Analyzed

Payment pathNot disclosed. MIT, free on npm, no pricing, no hosting, no sponsorship.

shuohao-skills

Turn a novel into a short-drama kit you can shoot from: character bibles, looks, voices, episode outlines.

Not a business yetAI + CreativeOpen-source traction 2,026Analyzed

Payment pathOpen source as the hook, a paid community as the till. The code is free; the money is in a WeChat group.

open-kimi-ppt-skill

It once let an assistant output a slide deck you could keep editing, then the whole library was wiped for copyright.

Not a business yetInfrastructureOpen-source traction 1,596Analyzed

Payment pathFree and open source, with no revenue design. That is part of why it died:; no commercial entity means no lega…

dsh-agent-teams

One sentence spins up a team of AI helpers that take tasks and talk to each other, so people stop ferrying messages and stitching results.

Not a business yetAI + DevOpen-source traction 1,253Analyzed

Payment pathNot disclosed. MIT open source, free to install (direct GitHub source, no npm package or; credentials required…

LongHorizon-Harness

AI can drive a computer for hours while progress lives on a checkable ledger, not in the model's claim that it finished.

Not a business yetInfrastructureOpen-source traction 1,237Analyzed

Payment pathNone. Pure open source (MIT) plus a paper; no hosted service, no charge.

awesome-deepseek-harness

A living directory of add-ons for the DeepSeek assistant, one line and one link per item, grouped by what they do.

Not a business yetAI + DevOpen-source traction 217Analyzed

Payment pathNot disclosed. A pure open-source directory: no sponsorship, no ads, no hosted service.

numbat

See what an assistant did on a company computer, block it if needed, and reconstruct the whole episode afterwards.

Not a business yetInfrastructureOpen-source traction 919Analyzed

Payment pathNot disclosed. Apache-2.0, no pricing page, no hosted service.

agent-vision-toolkit

Gives a text-only AI eyes: it looks at pictures with a task in mind, then locates objects, reads text, and rebuilds screens.

Not a business yetAI + DevOpen-source traction 848Analyzed

Payment pathThe tool is free and open source (MIT). The business model is BYO vision API: users bring their own; OpenAI-co…

DeterminFlow

Pins a complex AI workflow into a service you can validate and resume from a breakpoint, so a crash does not mean starting over.

Not a business yetInfrastructureOpen-source traction 583Analyzed

Payment pathNo public pricing. Free and open source (AGPL v3); the README offers paid "custom Workflow, Plugin, private de…

open-ai-canvas

Pin novel characters as reusable assets, then arrange storyboard, image, video, and audio on one canvas into a cut.

Not a business yetAI + CreativeOpen-source traction 537Analyzed

Payment pathAGPL-3.0. That is not a casual pick. AGPL requires anyone who offers a network service based on; the code to o…

dsh-vision-toolkit

A text-only model gets a pair of callable eyes: it can read long screenshots and check whether an interface actually changed.

Not a business yetAI + DevOpen-source traction 525Analyzed

Payment pathFree plus bring-your-own-API-credentials. The plugin is MIT and free; remote vision tools bill through the use…

dsh-genui

In a chat with AI, answers grow charts, forms, and quizzes inline, and a click sends the next change back.

Not a business yetAI + DevOpen-source traction 390Analyzed

Payment pathNot disclosed. MIT, free on npm, no pricing page, no hosted service, no sponsorship.

graph-engineering

A nine-step knowledge-graph method is taught to coding AI on your own project, instead of making you sit through another course.

Not a business yetInfrastructureOpen-source traction 61Analyzed

Payment pathNot disclosed. MIT-licensed, no charge. The author's business model is personal brand — quality free repositor…

douyin-tiktok-story-skill-agent

Short-video writers search a local script library by plot tags and instantly find matching references, instead of scrolling feeds and jotting notes.

Not a business yetAI + CreativeOpen-source traction 354Analyzed

Payment pathCode is MIT; the database is licensed separately. The README is explicit:; this repo does not contain the real…

Gendangzou-skill

Policy researchers have AI cross-check media and fund flows to name the A-share sectors and companies a rule actually hits.

Not a business yetInfrastructureOpen-source traction 304Analyzed

Payment pathThe skill is free under Apache-2.0, but the API and the data stay in their hands.

ai-agent-book

An open textbook on how to design and ship an AI assistant, with experiments you can follow.

Not a business yetAI + LifeOpen-source traction 221Analyzed

Payment pathNone. Pure open source, Apache-2.0, no paid content, no enterprise edition.; The author's company does not mon…

dsh-tianshu-tui

AI that writes code must hand in test evidence first; if it fails the gate, it cannot keep editing, and verbal nagging stops.

Not a business yetAI + DevOpen-source traction 220Analyzed

Payment pathNot disclosed. Apache-2.0, free on npm, no pricing, no hosting, no sponsorship.

agent-skills-collection

Claims to add skills to an AI assistant, but install asks you to turn off antivirus and run a setup file as administrator.

Not a business yetAI + DevOpen-source traction 209Analyzed

Payment pathNot disclosed. MIT license, no paid offering, no commercial trace of any kind.

gtm-cofounder

A technical founder with no business partner is forced to answer who buys, why they would pay, and how to start the conversation.

Not a business yetAI + BusinessOpen-source traction 205Analyzed

Payment pathOpen-source skills (MIT), with gtmcofounder.com standing separately.

MCP Memory

Next session the assistant picks up where it left off. Notes are files a human can open and check, and they survive switching tools.

Not a business yetInfrastructureCommunity score 62Analyzed

Payment pathNone. Free and open source; no hosted service, no pricing page.

fyagent

Models, accounts, skills, and prompts pack into local luggage, so switching AI tools does not mean configuring everything from scratch.

Not a business yetGeneral assistantsOpen-source traction 204Analyzed

Payment pathSource-available, not OSI open source. Its own components and modifications sit under; the PolyForm Noncommerc…

whodunnitai

Interrogate five AI suspects out loud, catch them lying, and name the killer in about fifteen minutes.

Not a business yetAI + LifeCommunity score 203Analyzed

Payment pathFree + donations + BYOK. The free tier caps at 30 minutes (briefly cut to 15 after the; launch-night cost spik…

debroid

Lets a coding AI debug a live Android app from the terminal: breakpoints, variables, and crashes, with no on-screen debugger.

Not a business yetInfrastructureOpen-source traction 189Analyzed

Payment pathNone. Apache-2.0, free, no hosted service, no pricing. The author presumably has a day job.

moonlit-stories

Parents make an English picture book on their own computer. Twelve pages share one art style, and it can be read in mom or dad's voice.

Not a business yetAI + CreativeOpen-source traction 170Analyzed

Payment pathMIT, with no revenue design. Model weights and tokenizer stay under their original terms and the; repo deliber…

omnibase

Treat assistants as digital employees: a role, a project, a work log, with data staying on your own servers.

Not a business yetInfrastructureOpen-source traction 166Analyzed

Payment pathNot disclosed. Apache-2.0, Public Preview, no pricing page.

loomfeed

Humans and AI post in one feed where source, certainty labels, and a human seal sit on the post, so trust is not left to guesswork.

Not a business yetAI + LifeOpen-source traction 164Analyzed

Payment pathMIT open source, no hosted service, no pricing. External services (LLM providers,; OAuth, analytics, email) ar…

Needle2

Tell a phone or watch to turn on the light. No network, no cloud wait — the device finishes in tens of milliseconds.

Not a business yetAI + ProductivityCommunity score 157Analyzed

Payment pathModel open and free ("the default path remains private, fast, and free"). The; company monetizes Engine (infer…

phi

A coding assistant asks before it edits a file. Subtasks run in isolation so one change cannot wreck the whole file.

Not a business yetAI + DevOpen-source traction 147Analyzed

Payment pathNot disclosed. MIT open source, no cloud service, no pricing page, no hosted tier.

Git-knife

Edit a commit's author, date, and message like a spreadsheet, with bulk find-replace and a backup before each rewrite.

Not a business yetCommunity score 143Analyzed

Payment pathNone. Indie open-source project, no pricing, no sponsorship, no hosted service. The README also declares no op…

discoveredmaterials

Uses a team of AIs to screen new materials for semiconductors; people only judge whether a candidate can enter the lab.

Not a business yetAI + BusinessCommunity score 143Analyzed

Payment pathNot disclosed. No pricing page, no SaaS form. Hiring is under the YC banner; the team is in fundraising mode.

ShenNongMi

Questions about herbs and formulas no longer let the model invent. It checks a structured graph first, and admits it if nothing is there.

Not a business yetAI + LifeOpen-source traction 103Analyzed

Payment pathNone. MIT open source, purely educational/research, no product, no service,; no pricing.

godmode

AI that writes code must design first, test first, and only then claim done, so people stop re-teaching the discipline every chat.

Not a business yetAI + DevOpen-source traction 93Analyzed

Payment pathNot disclosed. MIT open-source, no pricing page, no hosted service.

Write.md

A free Mac writing board that sells no preset themes—you tune fonts, background, and transparency yourself.

Not a business yetCommunity score 86Analyzed

Payment pathNone. Free, open source, no in-app purchases, no cloud, no paid plan.

MCP-stama

When a coding assistant uses local tools, a few common actions no longer drag the whole machine to a crawl.

Not a business yetInfrastructureCommunity score 73Analyzed

Payment pathNone. Apache-2.0, no hosted service, no pricing page.

dsh_workflow

How a job was split is saved as a named flow others can rerun, and a stoppage can resume instead of starting over.

Not a business yetAI + DevOpen-source traction 54Analyzed

Payment pathNot disclosed. MIT open-source plugin, no pricing page, no hosted service.

applied-micro-skills

Helps applied economics researchers go from data and regressions to paper tables, and checks that the numbers actually reproduce.

Not a business yetAI + DevOpen-source traction 48Analyzed

Payment pathNot disclosed. MIT open source, no paid service, no SaaS, no sponsor page.

Lumabri

Ordinary computers join a swarm to run a huge model: you bring disk, others bring compute, and the weights never leave the machine.

Not a business yetAI + ProductivityCommunity score 44Analyzed

Payment pathNone. Pure open-source experiment. No hosted service, no pricing page, no revenue path.

Adversarial-Testing-Skill

Pits two AIs against your product: one reads the source, the other attacks it blind, like a hacker.

Not a business yetAI + DevOpen-source traction 43Analyzed

Payment pathNot disclosed. MIT open source, no hosted service, no pricing page, no mention of a commercial; edition anywhe…

Keet (YC S24)

Type any topic and get a course map with short videos and quizzes, so learners stop assembling the order themselves.

Not a business yetCommunity score 42Analyzed

Payment pathFreemium, credit-based: TestFlight beta users get 3 free course generations (per the launch post), and further…

consciousnesslibrary

A free library of psychedelic and consciousness papers that can tell look-alike names apart and answer with combined evidence.

Not a business yetAI + LifeCommunity score 30Analyzed

Payment pathNon-commercial. A 501(c)(3) nonprofit: free, ad-free, readable without an account, funded; by donations (Strip…

kmcheung12

Ten minutes of phone photos put a regular climbing gym on the web, with routes and videos stuck back onto the wall where they happened.

Not a business yetAI + CreativeCommunity score 28Analyzed

Payment pathNone. A free personal project with no product ambitions.

UTC Time

Open the page, copy time in every standard format, plus a public clock feed that tries not to go down.

Not a business yetAI + ProductivityCommunity score 24Analyzed

Payment pathFree, no account, no ads, no pricing. The site exposes a JSON API for anyone to; call, with no paid path at al…

Stackdome

Deploy a whole app onto your own servers in one shot, without handing the keys to a hosted platform.

Not a business yetInfrastructureCommunity score 21Analyzed

Payment pathTwo tracks: an official cloud (alpha stage, capacity-limited, ephemeral environments) plus; free self-hosting …

ai_courtroom

Puts several AIs in the roles of judge, counsel, and jury, and records the whole decision so you can replay who influenced whom.

Not a business yetInfrastructureCommunity score 19Analyzed

Payment pathNone. This is a research example inside an open-source (MIT) framework: no; pricing, no product, no corporate …

i-vibecoded-a-drone

A software person plus chat windows and fifteen thousand dollars of parts built a heavy-lift drone in a month, then crashed it on the field.

Not a business yetAI + ProductivityCommunity score 19Analyzed

Payment pathNone. A free Substack post, no paywall, unrelated to his income.

frontfamily

Teams switching UI kits look up a verified mapping of buttons and forms; mismatches get flagged instead of guessed by a model.

Not a business yetAI + DevCommunity score 18Analyzed

Payment pathFree, no accounts, no API keys, no paywall. Apache-2.0.

QuillCode

A coding assistant on a Mac that is not wrapped in a web shell starts faster, and the approval boundary before file edits is visible.

Not a business yetAI + DevCommunity score 13Analyzed

Payment pathOpen source (Apache-2.0), no pricing. Model access goes through the TrustedRouter gateway; the; app is in a te…

playground

Each week a live assistant with real tools is put on stage to guard a secret. Whoever breaks it wins, and the full record is public.

Not a business yetInfrastructureCommunity score 13Analyzed

Payment pathThe playground itself is open source and free; Fabraix's revenue comes from a commercial product.; The company…

Decant

Turns local coding-assistant sessions into a searchable ledger of spend, files touched, and what the assistant actually did.

Not a business yetAI + DevCommunity score 10Analyzed

Payment pathDecant itself is free and open source (Apache-2.0). Dosu's revenue sits in its main product; (agent knowledge …

NanoRL

To understand how a large model improves by trial and error, an afternoon-readable pack is enough to start practicing.

Not a business yetInfrastructureCommunity score 10Analyzed

Payment pathNone. MIT, no hosting, no service.

Hearth

A family's plans, notes, and calendar live in one shared space the AI can read, and it can build a small tool right there.

Not a business yetAI + LifeCommunity score 8Analyzed

Payment pathPricing not disclosed. Beta, with open-sourcing planned. At the company level, the; same stack is going into B…

Markleft

You annotate the draft in place; AI only appends suggestions, the original stays, and you accept or reject line by line.

Not a business yetAI + DevCommunity score 8Analyzed

Payment pathNone. Free bookmarklet, open source (github.com/martin-lysk/markleft), no pricing page.

stratopi

One person strapped a computer to a balloon, sent it to the stratosphere, and published the whole recipe so others can follow.

Not a business yetAI + LifeCommunity score 7Analyzed

Payment pathNone. The README states zero financial incentive; all parts bought at retail.; No revenue of any kind.

systemscomic

Turns dense systems ideas into comics you can poke, then lets you push a real system until it breaks.

Not a business yetAI + CreativeCommunity score 7Analyzed

Payment pathNot disclosed. No paywall, no pricing page. The repo license splits "MIT for code, comics and prose reserved" …

Keen Code

This coding assistant was built by AI: humans orchestrate, the assistant writes, and the process is open to inspect.

Not a business yetAI + DevCommunity score 6Analyzed

Payment pathNone. Open source with npm distribution (npm install -g keen-code); no hosted service, no paid plan.

Tearline

Wrap an order or playlist on a page into a tear-off receipt image people actually want to send.

Not a business yetAI + ProductivityCommunity score 6Analyzed

Payment pathFree. MIT, zero dependencies, no account, no server. There is no commercial form and none is planned.

juror

Several models review the same code change on their own; only issues they all agree on are reported, with a cost receipt.

Not a business yetAI + ProductivityCommunity score 6Analyzed

Payment pathNot disclosed; currently revenue-free open source. Distributed via npx juror-ai, you bring any key (OpenAI, Fi…

Aakit

Surfaces the quiet assumptions a coding AI made, and which ones broke and how far the damage spread.

Not a business yetAI + DevCommunity score 5Analyzed

Payment pathNone. Open source, no license statement found, no paid or hosted service, and the; author's identity and backg…

Insidedb

Insert a key or pull the plug, and watch a database split a node or recover the write you just made.

Not a business yetAI + ProductivityCommunity score 5Analyzed

Payment pathNone. Free educational page, no ads, no paywall, no course derivative.

Relational-to-KV

To store business data the way it is accessed on a fast engine, the assistant drafts a design from expert rules, and a human signs off.

Not a business yetInfrastructureCommunity score 5Analyzed

Payment pathNone. MIT, no hosting, no pricing.

Sounds

If you cannot find the loop you need, generate one on the spot. The result goes into a public library the next person can search.

Not a business yetAI + CreativeCommunity score 5Analyzed

Payment pathFree. Browsing, previewing and downloading are open to Free / Pro accounts, plus a daily free generation allow…

cadre

Puts several coding assistants on one board: assign work, run in parallel, and require a person before anything is merged.

Not a business yetAI + DevCommunity score 5Analyzed

Payment pathLocal desktop free; Pro/Team online workspaces paid (cross-device sync, workspace invites,; collaboration); pr…

markupbase

Work an AI already finished gets its own versioned, evidence-bound brief, so a person can still understand, challenge, or stop it later.

Not a business yetAI + DevCommunity score 5Analyzed

Payment pathNot disclosed. No pricing in the whitepaper; no pricing or user numbers on the product page.

passmint

Issue event tickets and membership cards once, and they land in Apple Wallet and Google Wallet — no extra app install.

Not a business yetAI + ProductivityCommunity score 5Analyzed

Payment pathLibrary is MIT open source; a hosted service is hinted at but undisclosed. passmint.com is set; as the repo ho…

why

Posts a new why each day and claims to turn curiosity into a graph that keeps asking the next question.

Not a business yetGeneral assistantsCommunity score 5Analyzed

Payment pathNot disclosed. No pricing, no product page, no commercial trace on the public site.

AI Group Call

Type a goal and join a live voice call with six AIs who argue with each other while you decide.

Not a business yetAI + ProductivityAnalyzed

Payment pathMinute bundles:

BAP Studio

A drum machine in a browser tab: pads, a sequencer, and a sampler, with nothing to download.

Not a business yetAI + CreativeAnalyzed

Payment pathNot disclosed. Free, no download, no signup; the page shows no trace of pricing or a paid; tier.

CodeBurn

Reads local logs from coding tools to show which task the money went to, and whether any code was actually delivered.

Not a business yetAI + DevAnalyzed

Payment pathFree and open source (MIT); no paid product today. Sponsor links on GitHub; team sync; marked preview. The fou…

Dograh

Build a calling AI yourself for pickup, booking, and collections, with recordings and customer data staying on your side.

Not a business yetInfrastructureAnalyzed

Payment pathThree layers:

Gotcha

An Android user says a sentence; the phone sends the text, opens the app, and taps the screen, and the data never leaves the device.

Not a business yetAI + ProductivityAnalyzed

Payment pathFree and open source (AGPL-3.0), APK sideloaded from GitHub Releases. Models are bring-your-own: the user conn…

HAR

When several AIs edit the same codebase, each gets an isolated bench, and passing checks — not self-report — prove the work was tested.

Not a business yetInfrastructureAnalyzed

Payment pathNot disclosed. Open source; core CLI/MCP is free. os-factory is a company entity, most likely monetizing via a…

Prime Agent

While a coding assistant works a long job, useful methods settle into skills you can roll back, so next time you do not reteach from zero.

Not a business yetAI + DevAnalyzed

Payment pathMIT open source, free. Install is a one-liner; model costs run on the user's own API accounts.; Prime Intellec…

Remix

PMs and designers edit a live product inside a safe copy. Engineers only approve whether it can ship.

Not a business yetAI + ProductivityAnalyzed

Payment pathNot disclosed. The launch page says "Free Options," there is no pricing; page, and the early-team arrangement …

Rescript for Desktop

Turn podcasts and talking-head video into text on your own computer. Delete a word and the picture goes with it. Files never upload. Personal use is free.

Not a business yetAI + CreativeAnalyzed

Payment pathOpen source with a dual license. Current releases use the PolyForm; Noncommercial 1.0.0 license: free for pers…

Soloop

When one person is rotating through boss, tech, and marketing, the assistant proposes the next step with a reason, and nothing runs until you nod.

Not a business yetAI + ProductivityAnalyzed

Payment pathNo public pricing. A third-party review (ToolWorthy) confirms no visible; pricing table, free tier, or plan li…

bb

Rewrite your coding workspace with one sentence: ask for a task board and it builds one, then teaches the assistant how to use it.

Not a business yetAI + DevAnalyzed

Payment pathNot disclosed. No pricing page, no paid-tier information. The PH listing is tagged GitHub; (open-source relate…

dsh-web

dsh-web is a plugin aggregation ecosystem for DeepSeek Harness, offering a workshop distribution platform. Users extend Harness capabilities via modular web plu

Not a business yetOpen-source projectAI + ProductivityWorkplace ProductivityCross-market opportunityOpen-source traction 6,650Under watch

ZCode

When developers use a coding agent such as ZCode to edit code and run tasks inside a local repository, the tool reads repository content; public material allege

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityCommunity score 258Under watch

codex-with-chatgpt

An open-source project using ChatGPT as the planning brain while keeping the Codex harness for execution, enabling 'ChatGPT thinks, Codex works' collaboration.

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 4,807Under watch

reef

reef is a continual learning infrastructure for self-improving agents. Developers connect agent runtime data, and it manages the continual learning process, ena

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityOpen-source traction 3,666Under watch

commerce-agents

commerce-agents is a reference blueprint by Anthropic for building shopping and merchant agents, with examples in retail, e-commerce, telecom, and entertainment

Not a business yetOpen-source projectAI + BusinessRetailCross-market opportunityOpen-source traction 2,997Under watch

lint

A frontend engineer or design-system maintainer opens it when committing Tailwind component code, writing the team's existing design-system rules (spacing, colo

Not a business yetOpen-source projectAI + DevSoftware and internet servicesCross-market opportunityOpen-source traction 2,388Under watch

scroll-craft

scroll-craft is an agent skill for building premium, immersive, scroll-driven websites. Developers integrate it into coding agents like Codex and Claude Code, a

Not a business yetOpen-source projectAI + CreativeWeb designCross-market opportunityOpen-source traction 2,303Under watch

anything2explainer

Turns any topic into a black‑canvas motion‑graphics explainer video with TTS voiceover, subtitles, and chapter progress bar.

Not a business yetNew application / serviceAI + CreativeEducationCross-market opportunityOpen-source traction 2,044Under watch

NavierStokesAndEuler

Mathematics researchers and formal verification engineers checking proofs in partial differential equations and fluid mechanics open this repository so the Lean

Not a business yetOpen-source projectInfrastructureMathematical and basic science researchCross-market opportunityOpen-source traction 1,994Under watch

chat-on-steroids

An open-source project that adds local MCP capabilities to ChatGPT, with Chrome integration, goal setting, compact and resume, and durable multi-agent workflows

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 1,703Under watch

screenwriting-skills

When drafting a screenplay or episode outline, a screenwriter hands existing story setup and drafts to this set of agent skills for screenwriting, television wr

Not a business yetOpen-source projectAI + Creativefilm and television productionCross-market opportunityOpen-source traction 1,383Under watch

fugleramme

An e-ink frame placed by a window or balcony continuously captures ambient birdsong, identifies the species, and renders that bird as a 19th-century-style illus

Not a business yetOpen-source projectAI + LifeConsumer electronicsCross-market opportunityCommunity score 1247Under watch

HexStellar Cortex

HexStellar Cortex is an open-source Python library for AI agent developers or computational researchers who need to perform optimization, quantum computing, or

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 1,234Under watch

reverify

reverify is an MCP server and CLI tool to prevent AI from making things up. After AI proposes, deterministic tools check every claim against ground truth with e

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 1,231Under watch

fermats-last-theorem

This repository is released by Anthropic, named after Fermat's Last Theorem, possibly related to mathematical reasoning or formal verification, but specific fun

Not a business yetOpen-source projectAI + DevCross-market opportunityOpen-source traction 1,218Under watch

northcinder

northcinder is an open-source MCP server for comparing products and asking the buyer before purchase. Specific features and workflow are not detailed and need f

Not a business yetOpen-source projectAI + BusinessE-commerceCross-market opportunityOpen-source traction 1,216Under watch

AgentVerse-OS

After installing on their own Ubuntu server, a solo developer opens a windowed desktop in the browser, creates isolated workspaces for tools such as VS Code, Cl

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 978Under watch

4DAnyone

4DAnyone is an open-source 4D human generation tool from Ant Research. It takes a casual monocular video and generates a rotatable, animatable 4D human model. S

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCross-market opportunityOpen-source traction 967Under watch

agent-memory

Developers open it when switching between Claude Code and Codex and losing context; it stores conversations and decisions as Markdown source of truth, retrieves

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 959Under watch

typesafe-computer-use

For developers automating macOS interfaces, it takes a screenshot, runs OCR to read on-screen text, classifies the next action with TypeSafe, then clicks, at ro

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 950Under watch

golive-skill

After an agent writes the code, solo developers often stall on domain, hosting, database, email and payment setup across several provider dashboards. This open-

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 874Under watch

attention-span

attention-span provides ADHD-friendly output styles for AI coding assistants like Claude Code and Codex, making AI responses more concise and focused. Developer

Not a business yetOpen-source projectAI + ProductivitySoftware DevelopmentCross-market opportunityOpen-source traction 858Under watch

reelbench-skills

Video creators working with AI video usually have to assemble prompts, parameters and tool-call steps themselves; this repository collects such learning notes a

Not a business yetOpen-source projectAI + CreativeFilm and short-video productionCross-market opportunityOpen-source traction 835Under watch

VoiceMem

VoiceMem is a universal memory infrastructure for voice agents, divided into two parts for storing information and emotions, with a fully streaming architecture

Not a business yetOpen-source projectInfrastructureArtificial IntelligenceCross-market opportunityOpen-source traction 824Under watch

zoetrope

zoetrope is a visualization tool that displays a Claude Code session as a live flow graph in the terminal or browser. Developers using Claude Code for programmi

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 802Under watch

hermes-jev-skills

Developers building Hermes, Claude Code or Codex agents pull in this skill pack while assembling an agent; it takes over model routing, memory and context compa

Not a business yetOpen-source projectInfrastructureSoftware and internet servicesCross-market opportunityOpen-source traction 779Under watch

deepseek-design

deepseek-design is an editable design system for DeepSeek Harness, providing AI generation, visual editing, template market, and PPT creation. Users generate dr

Not a business yetOpen-source projectAI + CreativeDesignCross-market opportunityOpen-source traction 722Under watch

dsh-plugin-shop

A plugin marketplace for DeepSeek Harness, updated daily, collecting plugins from the internet and reviewing them before publishing. Specific plugin types, revi

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 718Under watch

monocode

monocode is a GUI for coding agents, allowing developers to visually control coding agents while working in terminal or IDE; AI receives commands and executes c

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 708Under watch

linkedin-agent-skill

People running a personal brand or managing LinkedIn accounts for clients open it when writing posts, replying to comments, and planning the week, feeding in ac

Not a business yetOpen-source projectAI + BusinessMarketingCross-market opportunityOpen-source traction 700Under watch

dshcode

dshcode is a community desktop companion for DeepSeek Harness, offering a one-click Electron app for macOS and Windows. Users interact with DeepSeek via the des

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 684Under watch

astra-flash-orchestrator

After wiring this repository into a local Codex environment, a developer hands it a coding task: Astra first breaks out a phased plan and reviews it, DeepSeek F

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 659Under watch

bot-crossing

A video game environment designed for AI agents, allowing developers to test and train agent decision-making. It receives agent action commands and simulates ga

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 633Under watch

NobodyWho

Developers plug NobodyWho into an app when they need AI models to run on the local device instead of the cloud; public material only shows a 25-line Python exam

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 629Under watch

Orbify

Drivers use Orbify's curved map interface during navigation; it receives destination and route data, presents turn-by-turn directions with an Inception-style cu

Not a business yetNew application / serviceAI + LifeTransportationCross-market opportunityCommunity score 604Under watch

Manware-s-AI-Learning-Toolkit

An AI toolkit that turns AI agents from code generators into teachers. Developers use it during learning or code review; AI receives code or questions and gener

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 603Under watch

jev-review

Before committing, developers open it, hand pending changes to an AI coding agent that runs staged quality checks, and review the aggregated results in a local

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 221Under watch

Bend

Developers writing parallel or GPU programs must handle both correctness verification and hardware scheduling, usually by writing verification code and parallel

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 589Under watch

blitzstrike

Security engineers running penetration tests hand reconnaissance, attack-surface mapping, source-to-sink analysis and live validation to an MCP service that age

Not a business yetOpen-source projectAI + DevInformation security servicesCross-market opportunityOpen-source traction 529Under watch

Memcode

Memcode claims to be a memory layer infrastructure for AI agents, providing memory storage and retrieval for various use cases. Specific workflows and deliverab

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 528Under watch

biosecurity-agent

An AI agent builds a live biosecurity world around any target, potentially for monitoring and early warning. Specific functions, inputs, outputs, and delivery f

Not a business yetOpen-source projectAI + LifeBiosecurityCross-market opportunityOpen-source traction 511Under watch

bang-motion

People making openers, promos or explainer videos hand existing copy or scripts to this agent skill, which generates a browser-playable motion graphics page and

Not a business yetOpen-source projectAI + CreativeAdvertising and marketingCross-market opportunityOpen-source traction 510Under watch

fable51-worlds

fable51-worlds is an open-source project that enables developers to create virtual worlds via code, originating from fable 5.1. Specific workflow and deliverabl

Not a business yetOpen-source projectAI + CreativeGamingCross-market opportunityOpen-source traction 510Under watch

BoardUI

BoardUI is a React design system for agentic interfaces, offering free open-source components and a working AI chat app example that can be connected to your ow

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 494Under watch

ClearAI

Developers using the DeepSeek Harness install this plugin into their existing workflow; the plugin inserts a reasoning process called the Epistemic Loop into th

Not a business yetOpen-source projectAI + DevCross-market opportunityOpen-source traction 488Under watch

oc

oc is an open-source tool that turns any website into a compact CLI tailored for AI agents, browsing the web in hundreds of tokens, not tens of thousands. Speci

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityOpen-source traction 463Under watch

appllama-skills

appllama-skills is a set of agent skills that turn top-grossing app patterns into native-quality mobile screens. Developers input requirements when designing mo

Not a business yetOpen-source projectAI + DevMobile App DevelopmentCross-market opportunityOpen-source traction 442Under watch

second-brain-os

People using Claude Code and Obsidian hand their note vault to this guide, starter vault, agent skills and scripts; AI organizes and files existing notes, and t

Not a business yetOpen-source projectAI + ProductivitySoftware & InternetCross-market opportunityOpen-source traction 419Under watch

Flock Safety

Flock Safety provides AI-powered surveillance cameras and license plate recognition (ALPR) systems for law enforcement, schools, businesses, and neighborhoods t

Not a business yetAI transformationAI + LifePublic SafetyCross-market opportunityCommunity score 40Under watch

EvoOntology

When data engineers or analysts have agents such as Claude Code and Codex work on enterprise data, they hand table and field relationships to EvoOntology, which

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 396Under watch

anysearch-dsh

Developers use AnySearch as a web search provider for DeepSeek Harness (DSH), integrating advanced search tools. It takes search queries, performs web searches,

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityOpen-source traction 393Under watch

DeepSelect

This AI offering introduces a new capability, but public evidence is not yet sufficient to confirm its workflow value.

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 388Under watch

jingyun-dsh

A desktop client built on Jingyun Studio and DeepSeek Harness, positioned as a one-stop AI commercialization tool, but the target users, input materials, action

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityOpen-source traction 388Under watch

agent-me

Individuals feed their knowledge, memories and decisions into this open-source tool, which distills them into an inspectable AI agent twin that answers in their

Not a business yetOpen-source projectAI + ProductivityCross-market opportunityOpen-source traction 375Under watch

Capsule

When an independent developer or small team builds a single-file web tool and needs to keep user data, they open Capsule: it lets the app write data straight in

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 366Under watch

Wisdom

When social media operators must keep producing posts and campaign schedules, they open Wisdom inside Hootsuite, hand it live social conversations and brand ton

Not a business yetAI transformationAI + CreativeMarketing and AdvertisingCross-market opportunityCommunity score 365Under watch

ai-security-tool

Security and DevSecOps engineers doing vulnerability triage and asset checks open this open-source terminal tool, hand it SSH, SFTP, RDP, VNC or serial targets,

Not a business yetOpen-source projectAI + DevInformation SecurityCross-market opportunityOpen-source traction 356Under watch

deepseek-recipe

This AI offering introduces a new capability, but public evidence is not yet sufficient to confirm its workflow value.

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 348Under watch

DeepJIT

For engineering teams deploying inference on non-NVIDIA accelerators: they previously had to hand-write and maintain a kernel compilation pipeline per xPU; Deep

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 335Under watch

real-company-interview-ai-coding-projects

Job seekers get three anonymized real AI coding interview project questions and a general problem-solving method; AI provides question analysis and solution app

Not a business yetOpen-source projectAI + DevEducationCross-market opportunityOpen-source traction 333Under watch

TabTin

TabTin is a workspace where people and multiple AI agents work together. Specific features, workflows, and deliverables are yet to be verified.

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityOpen-source traction 329Under watch

Veyra-NRVideo

Game streamers or video creators open it while streaming or recording to handle low-resolution, noisy footage from capture cards or local video and images; the

Not a business yetOpen-source projectAI + CreativeGaming and esportsCross-market opportunityOpen-source traction 329Under watch

MotionClone

When a motion designer or short-form video editor needs to reproduce the motion in a reference clip, they feed that clip in; Codex and ChatGPT parse it and prod

Not a business yetNew application / serviceAI + CreativeAdvertising and marketing servicesCross-market opportunityOpen-source traction 328Under watch

agent-launcher

Developers who run several coding-agent CLIs locally open this desktop app to configure and launch those existing tools from one place; the AI receives no mater

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 327Under watch

agent-isles

Beginners learning AI coding enter an explorable island world in the browser and use AI agents to finish small real projects level by level; the agent takes a t

Not a business yetOpen-source projectAI + DevEducationCross-market opportunityOpen-source traction 325Under watch

ai-employees

For small teams or individuals who repeatedly handle routine browser-based chores, users schedule several business roles and routines, and the AI drives a brows

Not a business yetOpen-source projectAI + ProductivityCross-market opportunityCommunity score 80Under watch

Strix

In authorized penetration tests or red-team exercises, a security team feeds target asset information such as code hosting and cloud environments into Strix, wh

Not a business yetNew application / serviceAI + DevInformation security servicesCross-market opportunityCommunity score 321Under watch

dsh-image-gen

Creators use this studio extension inside DeepSeek Harness chat to trigger prompt presets, multi-model workflows, and ComfyUI, delivering editable and comparabl

Not a business yetOpen-source projectAI + CreativeCreative DesignCross-market opportunityOpen-source traction 320Under watch

agents-universe

agents-universe is an open-source project aiming to let agents learn and work like humans, sharing agent and project memory. It may provide shared memory and co

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 299Under watch

dsh-plugin-subscriptions

dsh-plugin-subscriptions is a DeepSeek Harness plugin that lets developers use ChatGPT (Codex), Claude, and Grok (X Premium) subscriptions as LLM providers via

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 316Under watch

geo-sleuth

An investigative journalist or OSINT analyst opens it with a photo of unknown origin: the agent reads the image, cross-checks OpenStreetMap geometry, elevation

Not a business yetOpen-source projectAI + ProductivityMedia and journalismCross-market opportunityOpen-source traction 314Under watch

OpenInstinct

OpenInstinct is an iMessage personal assistant and password vault, allowing users to interact with AI via iMessage to manage passwords and daily tasks. Specific

Not a business yetOpen-source projectAI + ProductivityWorkplace ProductivityCross-market opportunityOpen-source traction 313Under watch

benjamin-plus-skill

JetBrains released a coding agent skill that reduces token costs by ~17.9% with unchanged quality. Developers inject it into coding agents to save costs, but th

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 311Under watch

loopera

A quant or fundamental researcher hands a factor hypothesis and research material to this agent, which runs hypothesis-driven validation with evidence gating an

Not a business yetOpen-source projectAI + BusinessFinance and investmentCross-market opportunityOpen-source traction 310Under watch

AI-Engineering-Lab

Developers moving into AI application work open this 24-week course, run 43 notebooks in order, and follow one continuous case study through Python, machine lea

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCommunity score 64Under watch

AegisOps

Enterprise operations staff open it during alerts or inspections, hand server and business-system runtime data and logs to an agent for fault diagnosis, and get

Not a business yetOpen-source projectAI + DevIT servicesCross-market opportunityOpen-source traction 305Under watch

useagent

useagent is an open-source AI coworker providing agents with cloud computers, using team tools and context to deliver finished work like websites, decks, spread

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 305Under watch

tiny-engineer

A small desktop robot that physically visualizes the operation of an AI coding assistant: it acts out when the assistant reads files, thinks, writes code, or fi

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 300Under watch

AgentJev

When an agent runs a multi-step flow, developers must decide at each step whether to continue, retry or escalate based on the current diff, trace or log. AgentJ

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 293Under watch

uplifting-biomolecular-modeling

The candidate material only shows that this is a repository related to biomolecular modeling published by Anthropic; who opens it at which work step, what input

Not a business yetOpen-source projectInfrastructurebiotechnologyCross-market opportunityOpen-source traction 293Under watch

Phyzical_org

Teams training embodied AI previously had to build their own teleoperation rigs, record trajectories, and reshape them into training formats. Phyzical_org lets

Not a business yetOpen-source projectInfrastructureRoboticsCross-market opportunityOpen-source traction 292Under watch

armature

armature is an open-source tool that measures which tools Claude, Codex, and Cursor actually install by analyzing 17,000 coding agent runs. Developers can refer

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 289Under watch

ovobrowser

This is a source-level Chromium fingerprint kernel that passes bot detection tests by compiling C++ patches into the binary, not JS injection. Anti-bot engineer

Not a business yetOpen-source projectInfrastructureCybersecurityCross-market opportunityOpen-source traction 287Under watch

pi-bluebook

Chinese-speaking developers picking up a coding agent for the first time previously had to read English docs and scattered blog posts to grasp Session, Context,

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 286Under watch

geo-score

People doing SEO or content marketing hand their site to this Python tool when preparing or revising pages; it checks the page against an open, versioned GEO ru

Not a business yetOpen-source projectAI + BusinessMarketing and advertisingCross-market opportunityOpen-source traction 276Under watch

dsh-redteam-model

Implements multiple modes based on DeepSeek Harness Web, serving red teams for authorized security research, covering penetration testing, red team assessment,

Not a business yetOpen-source projectAI + DevCybersecurityCross-market opportunityOpen-source traction 272Under watch

diri

diri is a native macOS orchestrator running coding agents in parallel across git worktrees and remote hosts. Developers launch multiple agents concurrently and

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 271Under watch

Real-SWE

An enterprise technology selection lead choosing a coding model for an internal private codebase runs the vendor's model against their own repository tasks; the

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityCommunity score 268Under watch

Study-Mate

For students self-studying a subject, it is opened at the points of planning a learning route, understanding knowledge points and doing hands-on practice projec

Not a business yetOpen-source projectAI + ProductivityEducationCross-market opportunityOpen-source traction 268Under watch

Vicoa

Vicoa is an open-source tool claiming to be an ADE (Agent Development Environment) for running and managing a team of coding agents from desktop, mobile, or VPS

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 258Under watch

YourDesk

When IT operations or remote support staff need to operate another macOS or Windows machine, they open it and hand over the screen image, multi-monitor windows,

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 258Under watch

OrcaReplay

OrcaReplay is an open-source tool by the OrcaRouter.ai team for recording, replaying, forking, and debugging any AI agent run, supporting multiple models. Devel

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 255Under watch

creator-agent

creator-agent is an open-source project to build AI agents grounded in a creator's documents, audio, and video. Creators can input their materials, and the agen

Not a business yetOpen-source projectAI + CreativeContent creationCross-market opportunityOpen-source traction 253Under watch

mixamo-llm-mocap

mixamo-llm-mocap is an open-source tool that turns any video into a Mixamo-rig animation. It uses GVHMR estimator, spec-driven retarget, and applies FK in Blend

Not a business yetOpen-source projectAI + CreativeAnimationCross-market opportunityOpen-source traction 251Under watch

codex-bridge

Provides image generation (gpt-image-2) and GPT-5 subagents for Claude Code via existing Codex CLI login, no OpenAI API key needed. Integration details and stab

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 249Under watch

qanat

An agent-native workflow engine for quantitative research, allowing users to orchestrate alpha construction and backtesting processes as directed acyclic graphs

Not a business yetOpen-source projectAI + BusinessQuantitative investmentCross-market opportunityOpen-source traction 249Under watch

Mini-AGI

Developers train a continual-learning model on a single 8GB-VRAM GPU: new data arrives continuously and the model updates its weights dynamically instead of ful

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 248Under watch

pi-posthorse

pi-posthorse is an extension for the Pi coding agent (fitchmultz/pi fork), providing native no-summary context windows with rollover tools, durable notes, and h

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 246Under watch

Cambium

Provides governance standards and reference tools for LLM-maintained knowledge corpora, helping organizations manage AI-generated or maintained knowledge conten

Not a business yetOpen-source projectInfrastructureKnowledge managementCross-market opportunityOpen-source traction 238Under watch

MobileCode

MobileCode is a fork of OpenCode that provides built-in build and preview for iOS and Android projects; developers can build and preview mobile apps while codin

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 7Under watch

peerbridge-mcp

Software teams use peerbridge-mcp as an adapter layer in multi-agent coding workflows to manage code review, evidence, and release processes; it receives agent

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 238Under watch

skillbox

When teams building AI agents reuse prompts and skills across multiple clients and projects, skillbox stores them centrally, scopes visibility per client, and k

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 237Under watch

mysetup

People who use several AI tools publish their setups on mysetup, and visitors read others' setups to adjust their own usage. Public material offers only a one-l

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityCommunity score 231Under watch

vistep

vistep is a tool for learners and content creators: users input a concept or steps, and AI generates bilingual visual explanations, interactive models, and sync

Not a business yetNew application / serviceAI + CreativeEducationCross-market opportunityOpen-source traction 227Under watch

slotstream

slotstream is an open-source tool that enables developers to run large language models on Macs with less memory than the model weights. It takes model weight fi

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 225Under watch

auto-video-agent

A short-form video director or content operator who needs to produce illustrated short videos in batches hands a topic to this open-source pipeline: it first ge

Not a business yetOpen-source projectAI + CreativeShort-form video productionCross-market opportunityOpen-source traction 224Under watch

CodexDesk

When developers run AI coding agents locally they have to switch between terminal, repository and agent sessions; CodexDesk tries to gather those agent workflow

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 223Under watch

WikiSkill

For developers running Hermes Agent: when an agent needs to reuse experience across tasks, it writes each run's outcome into a persistent knowledge wiki, then g

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 223Under watch

ClaudePanel

For developers who use Claude and similar AI assistants daily, this desktop panel is opened during local development to centralize prompts, sessions and assista

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 222Under watch

tracecrate

When developers debug an AI agent they built, they open tracecrate, import Claude Code, Codex or OTLP run logs, and the tool parses them locally, compares runs

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 220Under watch

design-studio-ai

A designer or front-end engineer opens it when they need editable interface, 3D or motion assets, hands the design intent to AI agents that generate and revise

Not a business yetOpen-source projectAI + CreativeSoftware & InternetCross-market opportunityCommunity score 217Under watch

jev-gateway

Developers deploy this gateway when wiring tool calling into coding agents; it forwards the agent's reasoning requests to jev and returns results for the agent

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 216Under watch

oriveo

When an individual developer or enterprise IT administrator needs several model providers at once without handing conversations to a third-party account, they o

Not a business yetOpen-source projectGeneral assistantsSoftware and IT servicesCross-market opportunityOpen-source traction 215Under watch

abide

Developers open abide while a coding agent edits their code, feed it the project's existing rule files, and it constrains the agent to generate and modify code

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 212Under watch

dsh-mobile

dsh-mobile is a mobile client for DeepSeek Harness, including Android and iOS versions. Developers can use it to connect to a self-hosted DeepSeek Harness servi

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 191Under watch

Bivor

A macOS desktop workbench for the pi coding agent, providing a dedicated interface for developers to manage and interact with the agent. Specific features are n

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 208Under watch

experiential

experiential is an open-source project that claims to be an 'open OpenRouter' that turns usage into a better model. Specific workflow and deliverables remain to

Not a business yetOpen-source projectInfrastructureArtificial intelligenceCross-market opportunityCommunity score 208Under watch

aoci-code

aoci-code distills code and database knowledge into a persistent, governed map of the entire repository, helping AI coding agents understand complex systems fas

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 207Under watch

codex-command-center

A local desktop control center for organizing Codex projects, engineering tasks, sessions, Git changes, Skills, and MCP configuration. Specific features and UX

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 207Under watch

paragravity

An independent developer who needs several Google Antigravity accounts or sandboxes running on one machine opens it to manage those instances in parallel; it ta

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 207Under watch

quackd

quackd is an open-source project that lets users control small robots (e.g., Microduck, Reachy Mini, LeRobot arm) using natural language. An LLM (cloud or local

Not a business yetOpen-source projectAI + LifeRoboticsCross-market opportunityOpen-source traction 203Under watch

deep-research-skill

deep-research-skill is a plug-and-play skill file that enables AI agents to conduct deep research with judgment, rather than simply summarizing information. Use

Not a business yetOpen-source projectAI + ProductivityResearch & ConsultingCross-market opportunityOpen-source traction 201Under watch

dsh-echocat-skill-panel

Developers using DSH who invoke several skills in one session previously had to read logs or rely on memory to tell which skill fired and whether it failed; thi

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 201Under watch

echocat-skill-panel

Developers debugging a DSH application open this panel to work with records of skill invocations and an in-app skill management view; it takes skill invocation

Not a business yetOpen-source projectAI + Devsoftware and IT servicesCross-market opportunityOpen-source traction 201Under watch

echocat-skill-panel-3.0

When developers debug an AI application built on DSH, they need to see what each skill call passed in and returned; this panel centralises skill-call records an

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 201Under watch

multitown

multitown is a code-only runtime toolkit for cost-aware multi-agent organization and control, used by developers to organize agents and control costs when build

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityOpen-source traction 201Under watch

ai-video-ad-studio

Judging by the repository name, it targets marketing or content staff who need to produce video ad creatives, likely at the editing or campaign-preparation step

Not a business yetOpen-source projectAI + CreativeAdvertising and marketing servicesCross-market opportunityOpen-source traction 200Under watch

huashu-chrome

A developer opens their own logged-in Chrome on their machine and lets an agent such as Claude Code, Codex, Cursor or Gemini CLI take over page actions through

Not a business yetOpen-source projectAI + DevSoftware and internet servicesCross-market opportunityOpen-source traction 199Under watch

wenai

wenai is an intimate AI companion skill for OpenClaw, offering the experience of falling in love with an AI girlfriend, with a Pony V6 XL powered visual workflo

Not a business yetOpen-source projectAI + LifeArtificial IntelligenceCross-market opportunityOpen-source traction 196Under watch

china-travel-kit

An open-source toolkit providing China inbound travel data with CLI, HTTP API, and MCP server. Specific data content and use cases need verification.

Not a business yetOpen-source projectAI + LifetravelCross-market opportunityOpen-source traction 195Under watch

Live AI Studio

Streamers or video creators open it during live or recorded sessions and hand camera footage to it: it performs real-time face tracking and background replaceme

Not a business yetOpen-source projectAI + CreativeFilm and video productionCommunity score 194Under watch

Nori Robotics

Nori Robotics, a YC S26 company, builds a low-cost humanoid robot for development. Developers and researchers use it to build and test robot applications; the A

Not a business yetNew application / serviceAI + LifeRoboticsCross-market opportunityCommunity score 194Under watch

ClipmivoAI

Marketing or e-commerce staff who need short-video assets in bulk hand product images, copy or scripts to ClipmivoAI's API, CLI or local MCP server, which gener

Not a business yetOpen-source projectAI + CreativeMarketing and advertisingCross-market opportunityOpen-source traction 193Under watch

AutoDesign

AutoDesign is an open-source design agent focused on generating academic communication artifacts like paper figures and presentations. Researchers input researc

Not a business yetOpen-source projectAI + CreativeResearchCross-market opportunityOpen-source traction 191Under watch

Mobile-Harness

An AI-powered mobile coding IDE for Android that runs Claude Code. Developers interact with a coding agent via chat on their phone, run Linux commands, edit fil

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 190Under watch

zeta-23-lean

Anthropics released open-source project zeta-23-lean. Repository details are limited; specific functionality, use cases, and deliverables are undisclosed. Only

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 190Under watch

RunTheRepo

When handed an unfamiliar Docker Compose project, a developer gives the repository to it; it tries to run the app, execute tests and harden the configuration, d

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 189Under watch

jarvis-assistant-vocal

French-speaking users run a local voice assistant that connects to Claude or local Ollama models, controls Hue lights, OBS, calendar, browser, and makes calls v

Not a business yetOpen-source projectGeneral assistantsSmart HomeCross-market opportunityOpen-source traction 189Under watch

Endoplexity

An agentic browser control tool driven by the user's own Claude or Cursor subscriptions. Specific use cases and deliverables pending verification.

Not a business yetOpen-source projectAI + ProductivitySoftware DevelopmentCross-market opportunityOpen-source traction 188Under watch

OnCo

When oncologists or clinical researchers look up a cancer type, target or trial, they normally jump between literature databases, trial registries and instituti

Not a business yetOpen-source projectInfrastructureHealthcareCross-market opportunityOpen-source traction 187Under watch

dsh-memory

dsh-memory is an open-source project exploring white-box AGI architecture, including metacognitive loops, continuous learning knowledge flywheels, world models,

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 184Under watch

ToolReplay

Once teams wire AI agents into internal systems, engineers or compliance staff need to reconstruct which tools a task called, with what arguments, and whether i

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 183Under watch

dsh-trading

dsh-trading is an agent-native trading terminal built on DeepSeek Harness. Traders in crypto, US, CN, and HK markets use a three-column GUI with 19+ hot-swappab

Not a business yetOpen-source projectAI + BusinessFinanceCross-market opportunityOpen-source traction 183Under watch

vibepulse

Developers place an ESP32-S3-driven AMOLED screen on their desk to display Claude Code and Codex usage, live agent activity, and a NEEDS YOU alert when an agent

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 182Under watch

PiX

Developers running multi-step coding or research tasks with AI agents hand the session to PiX, which organizes it as a branchable tree where users can fork at a

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 181Under watch

herdr-gpui

When developers run several coding agents locally, this macOS client connects to the local Herdr daemon to show terminal sessions, workspaces, Git worktrees and

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 181Under watch

gap-trap

Developers open it inside a repository where AI writes code; it reads repo rules and sets up gates so AI-written changes are checked before commit. The user get

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 179Under watch

Whiteboard

When developers design architecture and modules before writing code, they open this open-source IDE to handle design intent and code structure in one place; pub

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 178Under watch

aisle

aisle is a security research team claiming to have discovered six CVEs in the curl library, while OpenAI and Anthropic's scans found none. The specific product

Not a business yetNew application / serviceAI + DevCybersecurityCross-market opportunityCommunity score 177Under watch

Weedout

Weedout is a Safari extension that hides YouTube videos labeled as AI-generated. When browsing YouTube, the extension identifies and filters out content with AI

Not a business yetNew application / serviceAI + LifeSocial MediaCross-market opportunityCommunity score 175Under watch

ArcadeMaker

ArcadeMaker is an open-source C# game engine with its own scripting language and integrated development environment. Game developers use it to write game logic

Not a business yetOpen-source projectAI + DevGamingCross-market opportunityCommunity score 173Under watch

jev-dsh-decision

Developers install this plugin when wiring tool calling into coding agents; it takes the agent's context and returns structured decisions for the harness to exe

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 172Under watch

JobFinderOS

A job seeker opens it while searching for work and hands job leads and personal criteria to three agents running on Claude Code: one screens roles from a recrui

Not a business yetOpen-source projectAI + ProductivityRecruiting and job search servicesCross-market opportunityOpen-source traction 170Under watch

ambient-context

ambient-context is a screen memory tool that converts screen content to text and outputs Markdown without screenshots. Programmers can record code and docs on s

Not a business yetOpen-source projectAI + ProductivitySoftware DevelopmentCross-market opportunityCommunity score 61Under watch

PrimeGaps186

PrimeGaps186 is an open-source repository by OpenAI containing a conditional Lean formalization and numerical certificate for prime gaps at most 186. Mathematic

Not a business yetOpen-source projectInfrastructureMathematical researchCross-market opportunityOpen-source traction 164Under watch

Pyrig

Pyrig is an open-source tool that automates project setup and maintenance, such as initializing project structure, configuring dependencies, and running routine

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 163Under watch

Payment pathMIT open source, no pricing, no hosted service. A personal developer project with no visible; monetization mov…

cocode

cocode is a distribution of DeepSeek Harness, offering desktop GUI and terminal TUI for integrating and running DeepSeek models. Developers can download and use

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 162Under watch

dsh-plugin-bridge

dsh-plugin-bridge is a DeepSeek Harness plugin for migrating sessions between presets. When developers switch presets, the plugin saves session state, source-mo

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 162Under watch

Sno Station

Developers open it when running several coding agents locally at once: Sno Station lets Claude Code and Codex share encrypted memory, message each other, and co

Not a business yetOpen-source projectAI + Devsoftware and IT servicesCross-market opportunityOpen-source traction 160Under watch

Ante

For developers who must edit code in offline or restricted environments: a single-binary executable opened in the local terminal reads the local codebase and ca

Not a business yetOpen-source projectAI + DevCommunity score 34Under watch

Payment pathFree in alpha. The prebuilt binary is free during alpha preview, commercial use included, per; BINARY-TERMS.md…

dsh-lowtide

dsh-lowtide is a time-shifting task delegation tool for DeepSeek Harness. Developers can plan tasks at leisure, which run unattended off-peak, and return with a

Not a business yetOpen-source projectAI + ProductivitySoftware DevelopmentCross-market opportunityOpen-source traction 157Under watch

Dyno Lab

AI safety and interpretability researchers open it on a local Apple Silicon machine to run activation, probe, sparse-autoencoder and intervention experiments in

Not a business yetOpen-source projectInfrastructureAI researchCross-market opportunityOpen-source traction 156Under watch

cumcm-live-workflow-skill

University mathematical modeling contestants use this workflow skill during paper preparation to check drafts against contest guidelines, generating compliant L

Not a business yetOpen-source projectAI + ProductivityEducation & ResearchCross-market opportunityOpen-source traction 155Under watch

seektty

seektty is an open-source terminal UI for developers using DeepSeek Harness. It offers a Claude Code-like interface, multi-platform support, and custom themes.

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 154Under watch

seo-landing

seo-landing is an open-source project that provides AI coding agents with skills to build high-performance, technically optimized SEO landing pages. It takes la

Not a business yetOpen-source projectAI + BusinessMarketingCross-market opportunityOpen-source traction 154Under watch

CluxMate

A coding agent for software developers: one Python core with CLI, terminal UI and desktop front-ends, working with any OpenAI-compatible API. The developer give

Not a business yetOpen-source projectAI + DevSoftware and IT ServicesCross-market opportunityOpen-source traction 151Under watch

KSoR

KSoR is an open-source SDK for building governed, authoritative knowledge systems for humans and AI agents. It aims to be the foundation of an AI-native knowled

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityOpen-source traction 151Under watch

agentic-playwright

A Playwright and TypeScript scaffold for AI coding agents, with adapters for major agents. Test engineers can have agents generate and run end-to-end tests, del

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 151Under watch

Geiger

After installing several AI agents, MCP servers and plugins on a local or developer machine, developers and security engineers often cannot say which components

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 47Under watch

lazy-frames

Lazy Frames is an open-source tool that lets AI agents generate videos from a skill URL. It captures, authors, and renders videos, fully local and byte-stable,

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCross-market opportunityOpen-source traction 149Under watch

JobFlow

Job seekers use JobFlow to manage their application workflow; it is local-first, AI-centered, and evidence-gated to ensure quality; it takes job information, ge

Not a business yetOpen-source projectAI + ProductivityRecruitmentCross-market opportunityOpen-source traction 147Under watch

dsh-council

A developer or analyst needing a high-confidence conclusion sends one question to several models for independent answers, which then peer-review each other anon

Not a business yetOpen-source projectAI + DevCross-market opportunityOpen-source traction 146Under watch

DualForge-Workflow

DualForge-Workflow is an open-source framework for establishing clear division of labor between Claude and Codex. Developers configure it to let two AI coding a

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 145Under watch

infinite-pokemon

A player opens a Pokémon-style adventure page where Codex generates maps, NPCs and branching saves, with multiplayer support; the adventure never ends. The exac

Not a business yetOpen-source projectAI + CreativeGamingCross-market opportunityOpen-source traction 144Under watch

lore

Developers using coding agents such as Claude Code and Codex previously had to dig through scattered local session logs to recall what changed and why; lore arc

Not a business yetOpen-source projectAI + DevSoftware and IT servicesOpen-source traction 143Under watch

Cortico

A developer building a bot with a fixed persona that keeps responding to messages plugs this framework into their own message event stream, which drives agent b

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 142Under watch

bridgeclip

Editors or social media operators working on short-form video open this desktop app with long footage and let the AI cut publishable short clips, delivering a b

Not a business yetOpen-source projectAI + Creativecontent creationCross-market opportunityOpen-source traction 141Under watch

video-states-website

A frontend developer or interactive content designer building a branded interactive landing page opens this repository, follows its build spec to organize LTX-g

Not a business yetOpen-source projectAI + CreativeAdvertising and MarketingCross-market opportunityOpen-source traction 141Under watch

JevBench

People evaluating decision models open it when they need to compare typed decision models, run model outputs through a reproducible benchmark process, and get c

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 139Under watch

dance-video-to-prompt

A local tool: users import a dance short video, it extracts frames, analyzes clarity and rhythm beats, and reverses out prompts usable for AI video generation.

Not a business yetOpen-source projectAI + CreativeShort VideoCross-market opportunityOpen-source traction 139Under watch

dsh-android

A DeepSeek Harness plugin for Android that lets users build, run, and interact with a live emulator or USB device stream inside a conversation, driven entirely

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 139Under watch

vision-video-in-a-weekend

An open-source framework claiming to produce a 2-3 minute product vision video in a weekend using only AI tools, requiring no filming, editing, or design skills

Not a business yetOpen-source projectAI + CreativeProduct managementCross-market opportunityOpen-source traction 138Under watch

clawd-conduit

Developers using Claude Code wire it to the Clawd on Desk pet so all 15 hook events surface on the desktop and permission prompts can be answered without switch

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 137Under watch

source-reading-methodology

Developers reading large open-source repositories follow a four-stage process with reusable templates and a 28-item pitfall checklist, using AI to assist close

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 136Under watch

awr

For long-running AI agents, it provides persistent work state and minimal context so agents do not rebuild the full context each turn. The integration method, w

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 135Under watch

memory-bridge

Individuals and developers use it when switching between multiple devices and AI clients, writing conversation memory and preferences into a cross-device shared

Not a business yetOpen-source projectInfrastructureSoftware and information servicesCross-market opportunityOpen-source traction 135Under watch

Agent-2

Agent-2 is an autonomous AI agent for coding, cybersecurity, terminal automation, and intelligent task execution. Developers can invoke it in a terminal or codi

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 133Under watch

ai-robinhood-chain

Built for crypto traders operating on Robinhood Chain L2. The system ingests on-chain data and commands, executes multi-agent market intelligence and automated

Not a business yetOpen-source projectAI + BusinessCrypto FinanceCross-market opportunityOpen-source traction 133Under watch

agent-git

Developers open it when debugging or reproducing an AI agent session, working with the multi-step dialogue and tool-call records a single run produces; it store

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 8Under watch

dsh-crew

A DeepSeek Harness plugin: developers dispatch tasks to DSH agents from Claude Code or Codex, with native subagent progress, per-tier presets, and a multimodal

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 132Under watch

agent-work-runtime

Developers adopt it when building AI agents that must run for a long time, where they previously maintained session state, context trimming and crash recovery t

Not a business yetOpen-source projectInfrastructureSoftware and IT servicesCross-market opportunityOpen-source traction 130Under watch

dsh-noema

A long-term memory plugin for DeepSeek Harness, providing durable, inspectable agent memory with recall tools and a settings page. Specific use cases and delive

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 130Under watch

lnwjud

lnwjud is a Windows-first local AI agent runtime and MCP gateway with 223 configurable tools, supporting durable goals, multi-workspace automation, secure MCP t

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityOpen-source traction 129Under watch

reslop

Developers open it before merging AI-generated code changes, hand over the pending diff and change plan, and get back flagged problems plus suggested edits as a

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 128Under watch

DomA

For people who must repeat operations in web systems that have no API: they hand the manual clicking, form filling and data pulling to a browser agent, and rece

Not a business yetOpen-source projectAI + DevSoftware and Internet ServicesCross-market opportunityOpen-source traction 127Under watch

expo-gpt-live

Mobile developers who want real-time voice conversation in an app previously had to assemble audio capture, streaming transport and dialogue state themselves. T

Not a business yetOpen-source projectAI + DevCross-market opportunityOpen-source traction 127Under watch

xinchao-nian

Individual users deploy an AI mind that 'remembers' them, combining a dynamic drive engine and Ombre Brain memory library with one-click joint deployment. Deliv

Not a business yetOpen-source projectAI + LifePersonal lifeCross-market opportunityOpen-source traction 127Under watch

vision-hub-platform

When a security or factory integration engineer adds a new visual detection task on existing cameras and streams, they connect cameras, streams and vision model

Not a business yetOpen-source projectAI + DevSecurity and surveillanceCross-market opportunityOpen-source traction 126Under watch

GlassBox

GlassBox is a tool that shows how browsers reveal user identity. Users visit the site to learn about their identifiability, but specific features, data sources,

Not a business yetNew application / serviceAI + ProductivityCybersecurityCross-market opportunityCommunity score 124Under watch

deepseek-harness-python-tutorial

This is an open-source tutorial for developers learning to build AI agents, with 17 chapters covering Agent Loop, plugin systems, tool calling, Session, context

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 124Under watch

ComfyUI-MiniMax-H3-Image-Studio

ComfyUI nodes and tested workflows for MiniMax H3 still-image generation, reference editing, and Qwen detail refinement. Specific features and UX need verificat

Not a business yetOpen-source projectAI + CreativeImage generationCross-market opportunityOpen-source traction 123Under watch

ai-job-copilot-edge

A job seeker browsing recruitment sites opens this browser side panel, lets it filter postings against their resume and give a match judgment, and submits an ap

Not a business yetOpen-source projectAI + ProductivityRecruitment servicesCross-market opportunityOpen-source traction 122Under watch

leos-six-department-directing-team-skill-v1

People making AI short films open it while writing storyboards and video prompts: a script or scene idea is fed into a six-role directing flow that separately p

Not a business yetOpen-source projectAI + CreativeFilm and television productionCross-market opportunityOpen-source traction 120Under watch

System76 Thelio Mira AI

For developers and researchers who need to run large models locally, System76 released the Thelio Mira AI Linux workstation with 192 GB of GPU memory, letting u

Not a business yetNew application / serviceInfrastructureSoftware DevelopmentCross-market opportunityCommunity score 119Under watch

digikala-mcp

People doing product selection or procurement for the Iranian market who need current prices and competing listings on Digikala would otherwise page through the

Not a business yetOpen-source projectAI + BusinessE-commerceCross-market opportunityOpen-source traction 119Under watch

texglot

When researchers or graduate students read a non-native-language arXiv paper or take over a LaTeX project, they hand the .tex source and bibliography to texglot

Not a business yetOpen-source projectAI + ProductivityResearchCross-market opportunityOpen-source traction 118Under watch

brier

People who ask an LLM for a forecast usually cannot verify afterwards what was actually said at the time. brier seals each prediction into a hash-chained ledger

Not a business yetOpen-source projectInfrastructureFinance and investmentCross-market opportunityOpen-source traction 117Under watch

cdaf

CDAF is an open sidecar format for caching descriptive asset files for video, so AI agents avoid re-analyzing the same footage. It provides a spec, CLI, agent s

Not a business yetOpen-source projectInfrastructureVideo processingCross-market opportunityOpen-source traction 117Under watch

mythos-5-incident-transcript

This AI offering introduces a new capability, but public evidence is not yet sufficient to confirm its workflow value.

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 117Under watch

skillranker

Developers using coding agents open it mid-session; the CLI reads live session context, ranks available skills, emits structured JSON and can abstain, so the us

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 117Under watch

Jixu

TypeScript developers use Jixu to build durable single-agent applications; it provides recoverable threads, explicit side-effect boundaries, and a native termin

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 116Under watch

dsh-video-lens

dsh-video-lens is an open-source project, but no functional description is provided in the data, only star count. Specific purpose and deliverables unknown, nee

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 116Under watch

medical-illustration

When researchers or science editors need figures for papers, patient education materials or popular science content, they hand the medical topic and evidence to

Not a business yetOpen-source projectAI + CreativeHealthcareCross-market opportunityOpen-source traction 116Under watch

mu

A developer opens mu while running a coding agent locally or in a repository, handing it a codebase and a task; mu first uses a small fast judge model for routi

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 116Under watch

stanley-code

Software developers using coding agents need to constrain agent behavior when running multi-step changes; this open-source project defines bounded, type-safe Je

Not a business yetOpen-source projectAI + Devsoftware development servicesCross-market opportunityOpen-source traction 114Under watch

sub2sub

When some teammates hold AI subscriptions and others do not, an admin must allocate quota task by task without letting colleagues sign in to someone else's acco

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 114Under watch

Cartesian

When designers need to turn an idea into an editable 3D model at the concept stage, they can open Cartesian, describe the form in text or sketches, have AI gene

Not a business yetNew application / serviceAI + CreativeIndustrial DesignCross-market opportunityCommunity score 113Under watch

Needle

Phone users run this open-source project on their own device and hand natural-language instructions to a roughly 14 MB on-device agent model that operates the p

Not a business yetOpen-source projectAI + LifeMobile devicesCross-market opportunityOpen-source traction 113Under watch

FailoverAI

FailoverAI is an open-source gateway for reliable image, video, and LLM jobs. When developers call AI services, the gateway receives requests and automatically

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityOpen-source traction 112Under watch

IDA-instances-MCP

IDA-instances-MCP is an MCP server for IDA Pro, allowing AI assistants to host multiple headless IDA instances for automated reverse engineering. Security resea

Not a business yetOpen-source projectAI + DevCybersecurityCross-market opportunityOpen-source traction 111Under watch

SureForge

Developers using coding agents hand SureForge to the agent as a plain-text process constraint when handling complex tasks; the agent proceeds through research,

Not a business yetOpen-source projectAI + Devsoftware servicesCross-market opportunityOpen-source traction 110Under watch

Koi.rest

For office workers who stare at screens for long stretches, it opens a web page of swimming koi during a short break, meant to pull them out of tension and rest

Not a business yetNew application / serviceAI + LifeMental wellness and relaxation servicesCross-market opportunityCommunity score 108Under watch

sonic-match-mcp

When an editor needs background music for a finished cut, this open-source service takes the footage, reads its pacing and returns license-safe music candidates

Not a business yetOpen-source projectAI + CreativeVideo content productionCross-market opportunityOpen-source traction 108Under watch

Kinesis

For people who spend long hours on a Mac: instead of switching windows and scrolling with keyboard, mouse or trackpad, they let gesture signals captured by the

Not a business yetOpen-source projectAI + ProductivitySoftware and IT servicesCross-market opportunityCommunity score 107Under watch

deepseek-harness-genui

deepseek-harness-genui is an open-source project that generates task-specific React apps for DeepSeek Harness, with state carried into the next Agent turn. Deve

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 107Under watch

dsh-nexttavern

Writers of long-form roleplay or interactive fiction open this plugin inside DeepSeek Harness, import SillyTavern character cards or author their own, and hand

Not a business yetOpen-source projectAI + CreativeContent CreationCross-market opportunityOpen-source traction 106Under watch

movo

For self-hosted enterprise deployments, the team turns DeepSeek Harness into an internal Agent platform where staff run knowledge lookup, deep research, content

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 105Under watch

DSH-EasyRewrite

A message recall and re-edit plugin for DSH Web, offering native experience, strong compatibility, simple toggles, and rich settings. Users can seamlessly recal

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 104Under watch

YuE2

Music creators use YuE2 during track composition by feeding lyrics, style prompts, and symbolic planning instructions to generate structured multi-part audio tr

Not a business yetOpen-source projectAI + CreativeMedia & EntertainmentCross-market opportunityCommunity score 103Under watch

cli-faq-shortcuts

When developers keep typing the same kind of ask into a coding assistant, this open-source skill reads their local Claude Code and Codex history, distils the fr

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 103Under watch

tinybrains

Participants submit small neural networks to a shared arena where they play strategy games against each other. The public material only describes it as a compet

Not a business yetOpen-source projectInfrastructureEducation and TrainingCross-market opportunityCommunity score 103Under watch

Open Reality

Developers who need an AI to understand a real space record a phone video; the project rebuilds it as a 3D scene with VGGT-SLAM and exposes it via MCP for Claud

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 102Under watch

agent-notion-template-docs

People who write documents with AI coding agents hand existing drafts or code context to this skill package when they need consistent structure and Notion-like

Not a business yetOpen-source projectAI + ProductivitySoftware and IT servicesCross-market opportunityOpen-source traction 102Under watch

codex-memories

Developers open it when working on the same codebase across Codex sessions and need context to persist: it writes past sessions and project information to local

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 102Under watch

qwen3-runtime

Machine learning engineers training code agents open this runtime to execute rollout inference when they need to generate multi-turn interaction trajectories in

Not a business yetOpen-source projectInfrastructureEnterprise software and IT servicesCross-market opportunityOpen-source traction 102Under watch

research-work-system

When an investment analyst first screens a company or a sector, this open-source workflow takes interview notes, public materials and industry data and walks th

Not a business yetOpen-source projectAI + BusinessVenture capital and private equityCross-market opportunityOpen-source traction 102Under watch

RA-Bench

RA-Bench is a benchmark for detecting AI-generated videos, anchored in real events, targeting crisis scenarios. Content moderators or fact-checkers can use it t

Not a business yetOpen-source projectAI + LifeMediaCross-market opportunityOpen-source traction 101Under watch

cody-platform

Enterprise engineering teams adopting coding agents need human review, unified permissions, transactional writes and audit trails; this project wires those gove

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 101Under watch

Bottleneck Labs

Bottleneck Labs is an organization that tests AI-run autonomous businesses. Its blog post shows AI models sent $12,431 in fake invoices and lost $3,200 in real

Not a business yetNew application / serviceAI + BusinessEnterprise ServicesCross-market opportunityCommunity score 100Under watch

WorkWit

WorkWit is a self-hosted, open-source enterprise AI Agent platform for office automation, featuring built-in contract review and resume screening, 40+ skills, a

Not a business yetOpen-source projectAI + BusinessEnterprise ServicesCross-market opportunityOpen-source traction 100Under watch

reimagine-it

A content-derived design CLI tool where users input an HTML file, and AI automatically generates a standalone HTML design based on the content's nouns, dates, n

Not a business yetOpen-source projectAI + CreativeWeb designCross-market opportunityOpen-source traction 100Under watch

toolfence

toolfence is an open-source tool providing local, fail-closed policy enforcement and human approval for MCP tool calls. Developers previously had to implement s

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 100Under watch

mr-agent

Teams using GitLab open it when submitting a merge request: the AI takes the code diff, runs review and governance checks, and attempts self-healing when CI fai

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 99Under watch

DSH-Creator

A content creator opens this local workbench and hands over topic ideas, copy and operations material; a DeepSeek model turns them into usable drafts and operat

Not a business yetOpen-source projectAI + Creativecontent creationCross-market opportunityOpen-source traction 98Under watch

loci

An individual points loci at notes and documents scattered across tools; it runs hybrid vector plus BM25 retrieval, locates specific sections, returns answers w

Not a business yetOpen-source projectAI + Productivityprofessional servicesCross-market opportunityOpen-source traction 98Under watch

Relate

Individuals or small teams open it when they need to find, inside chat history, what the other party said and what they themselves promised: Relate self-hosts,

Not a business yetOpen-source projectAI + Productivityprofessional servicesCross-market opportunityOpen-source traction 97Under watch

OpenFlow

OpenFlow is a visual builder for multi-agent AI workflows, built on the opencode engine. Developers can design multi-agent collaboration flows through a graphic

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 96Under watch

grep

A developer investigating how a pattern is written in dependencies or open-source projects enters a structural code pattern and the tool searches across public

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCommunity score 96Under watch

levelfield

Levelfield is a structural information‑asymmetry risk assessment tool for event contracts, originating from the Somnia × DreamDEX event contract hackathon.

Not a business yetOpen-source projectAI + DevFinance/ContractsCross-market opportunityOpen-source traction 96Under watch

ai-job-search-cn

Chinese job seekers input job descriptions and personal resumes; the tool evaluates alignment, generates customized resumes, and plans submission steps for loca

Not a business yetOpen-source projectAI + ProductivityHuman ResourcesCross-market opportunityOpen-source traction 95Under watch

dsh-usage

dsh-usage is a persistent dock and customizable balance/usage panel for DeepSeek Harness, featuring activity heatmap and dual-channel comparison, with local-onl

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 95Under watch

dsh-plugin-hub

dsh-plugin-hub is a community plugin marketplace for DeepSeek Harness, built into Harness settings, allowing users to browse, search, and install 4000+ hand-pic

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 94Under watch

Expertise AI

Aimed at GTM practitioners, the candidate's tagline claims to turn GTM skills into recurring revenue, but the candidate material does not state who opens it at

Not a business yetNew application / serviceAI + BusinessBusiness ServicesCross-market opportunityCommunity score 92Under watch

SlideWeave

Consultants or researchers preparing client or research presentations must turn research notes, charts and data into a slide deck. This open-source workflow has

Not a business yetOpen-source projectAI + ProductivityConsulting and professional servicesCross-market opportunityOpen-source traction 92Under watch

fantasy-football-manager

Fantasy football players open it during ESPN drafts and weekly lineup setting, hand league rules, rosters and opponent data to an MCP-connected assistant, and g

Not a business yetOpen-source projectAI + Lifesports entertainmentCross-market opportunityOpen-source traction 91Under watch

heimdall-agent

In authorized CTF and security lab settings, security researchers or AI agent developers hand tasks to heimdall-agent, which autonomously runs probing and explo

Not a business yetOpen-source projectAI + DevInformation securityCross-market opportunityOpen-source traction 90Under watch

CUA-S1

An automation engineer or RPA consultant uses this class of computer-use model when a program must operate desktop software interfaces directly and the target s

Not a business yetOpen-source projectInfrastructureSoftware and IT ServicesCross-market opportunityCommunity score 89Under watch

trace2task

A developer hands over a recorded trace of an AI agent run that worked, and the tool turns that trace into a resettable, repeatable evaluation task so the same

Not a business yetOpen-source projectAI + DevCross-market opportunityOpen-source traction 89Under watch

ENZO

Individual users who want to control their own data and keys deploy it on their own machine and connect Gmail, calendar accounts and various model API keys; it

Not a business yetOpen-source projectGeneral assistantssoftware and IT servicesCross-market opportunityCommunity score 16Under watch

masume

When debugging production data or checking a schema, backend engineers currently switch between a database client and an AI chat window and copy table and colum

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 87Under watch

Cartesia

Developers building real-time voice features, or integrators wiring speech into customer service systems, call Cartesia's speech models to turn text or dialogue

Not a business yetNew application / serviceInfrastructureMedia & EntertainmentCross-market opportunityCommunity score 86Under watch

Not-Ai

Before submitting coursework or publishing social posts and public code repository READMEs, students and content creators hand AI-generated drafts to it, which

Not a business yetOpen-source projectAI + CreativeEducationCross-market opportunityOpen-source traction 86Under watch

tare

Developers using metered models such as Claude open tare when their quota drains unexpectedly fast; it reads their call records and breaks down which requests a

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCommunity score 86Under watch

PixelBoard

Android users who want the built-in natural voice dictation and writing features often hit device or OS version limits. This open-source project lets users enab

Not a business yetOpen-source projectAI + ProductivityMobile device softwareCross-market opportunityOpen-source traction 85Under watch

dsh-cloud

When a team wants to run DeepSeek Harness internally, the old path is building containers, allocating machines and managing each member's workspace by hand. dsh

Not a business yetOpen-source projectInfrastructureSoftware and IT servicesCross-market opportunityOpen-source traction 85Under watch

cinematic-video-prompt-skill

People shooting films or ads open this while writing AI video prompts: instead of describing camera angle, movement, lighting, composition and grading from expe

Not a business yetOpen-source projectAI + CreativeFilm and video productionCross-market opportunityOpen-source traction 84Under watch

envault

Engineers running coding agents open this local encrypted vault when they must hand API keys or database credentials to an AI; it stores secrets encrypted so th

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 84Under watch

refund-anything-ai-prompt

When a subscription, digital purchase or booking refund is refused, a consumer feeds the order details and rejection reason into this prompt set, and the model

Not a business yetOpen-source projectAI + Productivityconsumer servicesCross-market opportunityOpen-source traction 84Under watch

dsh-prompt-optimizer

When developers type task instructions into the DSH Web input box, a separate AI first rewrites the raw prompt into a command that can be handed directly to the

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 83Under watch

jev-browser

When developers or testers need a program to operate web pages automatically (filling forms, clicking, scraping flows), they hand the task to this tool: an LLM

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 83Under watch

alphacode

A software developer opens this open-source coding agent in their terminal, hands it a repository and a task, and it orchestrates multiple models and 40-plus to

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 82Under watch

polox_ai

Creators making images, video or assets can issue instructions in an agent conversation and adjust generated results directly on an infinite canvas when generat

Not a business yetOpen-source projectAI + Creativecontent creationCross-market opportunityOpen-source traction 81Under watch

tasktrooper

A developer opens it on a local Mac, puts to-dos on a board and hands them to role-based agents, with coding tasks executed by Claude Code on the same machine;

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 81Under watch

design-os-3d-blender

Designers or 3D-printing practitioners use it when modeling in Blender and needing scripted generation or modification of models; the AI takes natural-language

Not a business yetOpen-source projectAI + CreativeIndustrial design and manufacturingCross-market opportunityOpen-source traction 80Under watch

dot-reflex

When developers debug AI agents that call tools and run code, a failed step forces them to read logs, diagnose the cause and rewrite retry logic by hand. dot-re

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 80Under watch

AgentsDock

Public material only says it is an IDE designed for agentic AI research; who opens it at which step, what inputs it takes and what it delivers are not stated, s

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityCommunity score 79Under watch

FrontierHarness Eval

FrontierHarness Eval is an evaluation project comparing 9 different agent harnesses (e.g., LangChain, CrewAI) with the same model, finding up to 17x cost variat

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 79Under watch

private-house-code-v2.5

Software engineers use this Skill to constrain Codex code generation, reducing token consumption and complexity; it receives Codex output, applies rules, and ou

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 79Under watch

Kadō

An open-source iOS habit tracker with a non-binary habit score, likely measuring habit continuity rather than just done/not done. Specific scoring logic and UI

Not a business yetNew application / serviceAI + LifePersonal healthCross-market opportunityCommunity score 78Under watch

satori

satori is a local-first macOS workspace for understanding PDFs with AI. Users import PDF documents, and AI helps extract, summarize, and connect content, provid

Not a business yetOpen-source projectAI + ProductivityKnowledge WorkCross-market opportunityOpen-source traction 78Under watch

scientific-agent-skills

When designing experiments or searching literature, researchers hand a question to a coding agent loaded with this skill library, which then queries biology, ch

Not a business yetOpen-source projectAI + DevbiotechnologyCross-market opportunityOpen-source traction 78Under watch

AnvilWiki

Game creators and community managers use this static template with an AI workflow to structure and publish game encyclopedias directly to Cloudflare Pages.

Not a business yetOpen-source projectAI + CreativeGamingCross-market opportunityOpen-source traction 77Under watch

Buslens

UK users enter a starting point and Buslens shows the range of places reachable by bus. It takes the origin, combines bus routes and schedules, and outputs a re

Not a business yetNew application / serviceAI + LifePublic transitCross-market opportunityCommunity score 77Under watch

keyline-icons

Keyline Icons is an MIT‑licensed 24×24 grid icon library supporting stroke, duotone, and fill, designed for shadcn/ui.

Not a business yetOpen-source projectAI + DevUI/UX DesignCross-market opportunityOpen-source traction 77Under watch

scene-card-studio

scene-card-studio is an AI visual director tool that turns personal photos into structured, editable visual narratives. Users upload photos, and AI generates sc

Not a business yetOpen-source projectAI + CreativePersonal CreativityCross-market opportunityOpen-source traction 77Under watch

LabLLM

Teachers or students use LabLLM on macOS to teach tiny language models; it takes model architecture and data, trains weights, and visualizes model emergence, ou

Not a business yetOpen-source projectAI + ProductivityEducationCross-market opportunityOpen-source traction 76Under watch

blink

Developers open it when locating implementations or call relationships inside an existing codebase, submitting natural-language questions to a Jev-powered searc

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 76Under watch

OzBrain

Teams running several AI agents open it when agents and colleagues need the same background material, storing internal documents and knowledge in one place so b

Not a business yetNew application / serviceAI + BusinessSoftware and IT servicesCross-market opportunityCommunity score 75Under watch

jevmail

Individual email users or admin staff opening Gmail each day face a mix of messages needing replies, notifications, promotions and spam; jevmail reads the inbox

Not a business yetOpen-source projectAI + ProductivitySoftware and IT servicesCross-market opportunityOpen-source traction 75Under watch

dsh-personal-center

A personal configuration center for DeepSeek Harness (DSH) users, offering token usage statistics, cost estimation, custom instructions, global font size settin

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 74Under watch

dsh-omi-voice

dsh-omi-voice is a speech plugin for DeepSeek Harness using Doubao TTS natural voices to read AI replies with click-to-read and pause controls. Users listen dur

Not a business yetOpen-source projectAI + ProductivityWorkplace ProductivityCross-market opportunityOpen-source traction 73Under watch

dsh-voice-ai-girlfriend

An open-source voice AI girlfriend project integrating Whisper voice input, Qwen3-TTS voice cloning, and digital human animation, supporting interruption and qu

Not a business yetOpen-source projectAI + LifeSocialCross-market opportunityOpen-source traction 73Under watch

CodeRabbit

After a merge request is opened, CodeRabbit reads the diff and produces line-level review comments and issue triage, turning a noisy PR inbox into a prioritized

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCommunity score 72Under watch

bough

Developers who use Claude Code or Codex open this local Go binary at the end of a working day to see what they actually had the AI change and commit; it reads e

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 10Under watch

fable-cities

A Cities: Skylines-class city builder that runs in the browser, written in Three.js with code generated by AI agents; the author says code ships only when finis

Not a business yetOpen-source projectAI + DevVideo GamesCross-market opportunityOpen-source traction 72Under watch

0sec

0sec is an open-source cybersecurity testing framework developed by the Swiss Applied AI Cybersecurity Research Lab. It provides an extensible set of security t

Not a business yetOpen-source projectInfrastructureCybersecurityCross-market opportunityOpen-source traction 71Under watch

ZSvirt

ZSvirt is a lightweight, scalable open-source virtualization platform. System administrators use it to create and manage virtual machines, replacing or suppleme

Not a business yetOpen-source projectInfrastructureInformation TechnologyCross-market opportunityCommunity score 71Under watch

cove-sensory-mcp

Gives text-only LLMs eyes and ears through a privacy-safe local MCP server. Implementation and use cases need verification.

Not a business yetOpen-source projectInfrastructureAI infrastructureCross-market opportunityOpen-source traction 71Under watch

dsh-config-manager

dsh-config-manager is a backup and restore plugin for DeepSeek Harness, allowing users to export, import, migrate, and sync complete DSH configuration, plugins,

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 71Under watch

sloppy

A Laravel backend engineer opens it before merging code submitted by an AI coding agent: it reads PHP code in the git diff, runs deterministic static checks aga

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 71Under watch

beatscope

A creator or coding agent opens it with a local audio file; the tool analyzes the music structure locally and deterministically generates beat-aligned video con

Not a business yetOpen-source projectAI + CreativeMusic and audio productionCross-market opportunityOpen-source traction 69Under watch

Ryuumonbuchi

Reverse engineers analyzing binary samples normally click through Ghidra's GUI to decompile and copy function code, then paste it into a separate chat tool. Thi

Not a business yetOpen-source projectAI + DevInformation SecurityCross-market opportunityOpen-source traction 68Under watch

cover

Developers open it before sending real data to an external AI API: the proxy swaps names, addresses and other sensitive fields for realistic fakes, then restore

Not a business yetOpen-source projectInfrastructureCommunity score 68Under watch

ResolveHQ

Small teams setting up customer support often weigh off-the-shelf SaaS helpdesks against building their own; ResolveHQ is positioned as a helpdesk built on Clou

Not a business yetOpen-source projectAI + BusinessSoftware and IT servicesCross-market opportunityCommunity score 67Under watch

blender-video-workflows

Video makers open this workflow when they need to replicate a reference video or turn an original white-model animation into AI video: Codex works with Blender

Not a business yetOpen-source projectAI + CreativeFilm and video productionCross-market opportunityOpen-source traction 67Under watch

mewu_ai

A screenshot annotation tool for Windows users; after capturing the screen, AI can perform translation, OCR, scrolling capture, and video markup; specific workf

Not a business yetOpen-source projectAI + ProductivitySoftware DevelopmentCross-market opportunityOpen-source traction 67Under watch

travel-agent

travel-agent is an open-source desktop app (macOS, Windows, Linux) where users plan trips beside a chat interface while an AI agent operates on real websites, c

Not a business yetOpen-source projectAI + LifeTravelCross-market opportunityOpen-source traction 66Under watch

agentic-stack-desktop

Developers who use several coding assistants at once open this macOS workspace when switching between Claude Code, Codex, OpenCode and Cursor, letting them shar

Not a business yetOpen-source projectAI + DevCross-market opportunityOpen-source traction 65Under watch

divar-mcp

For people hunting homes or second-hand goods on Divar: they hand the classified ads they used to scroll through one by one to an AI assistant, which calls a re

Not a business yetOpen-source projectAI + LifeReal EstateCross-market opportunityOpen-source traction 65Under watch

dsh-normify

A developer opens it when changing an existing codebase and first needs to understand module boundaries: the AI takes the current project structure, normalizes

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 65Under watch

everything-search-skill

Developers using coding agents such as Cursor or Codex let the agent query the Voidtools Everything index through this open-source skill when it needs to locate

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 65Under watch

Claude for Financial Advisors

A financial advisor opens this Claude Cowork plugin when preparing client meetings or assembling portfolio materials; it reads data through third-party connecto

Not a business yetNew application / serviceAI + Businessfinancial advisoryCross-market opportunityOpen-source traction 63Under watch

Npunlock

Developers use Npunlock when they need to write custom C kernels for Intel NPUs, running self-written operators on the NPU; the public material is only a one-li

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 63Under watch

nautilo

Teams or individuals open it when several people and several AI agents must work over the same material, placing tasks, code and documents into one self-hosted

Not a business yetOpen-source projectAI + ProductivityCross-market opportunityOpen-source traction 63Under watch

AntiAIMark

Users use AntiAIMark to remove AI watermarks from text, images, and audio/video files. It takes watermarked files, performs removal, and outputs watermark-free

Not a business yetOpen-source projectAI + ProductivityContent CreationCross-market opportunityOpen-source traction 62Under watch

Pymol-Claude-MCP

Pymol-Claude-MCP is an open-source MCP server that allows Claude Code to control a live PyMOL session over XML-RPC. Structural biologists or computational chemi

Not a business yetOpen-source projectAI + DevBiotechnologyCross-market opportunityOpen-source traction 62Under watch

Skillsync

Developers switch to this tool when moving between different AI agents. It ingests chat context and state to output portable session data, allowing smooth trans

Not a business yetNew application / serviceAI + DevSoftware EngineeringCross-market opportunityCommunity score 62Under watch

Slate

People making AI films must plan shots and keep characters and scenes consistent before generating, then turn each shot into prompts that image, video, music or

Not a business yetNew application / serviceAI + CreativeFilm and video productionCross-market opportunityCommunity score 49Under watch

SparklingKit

SparklingKit is a local-first AI workbench built for DGX Spark hardware, integrating OCR, transcription, translation, image generation, mind maps, and composabl

Not a business yetOpen-source projectAI + ProductivitySoftware DevelopmentCross-market opportunityOpen-source traction 61Under watch

dsh-raw-html

A visual plugin for DeepSeek Harness that intercepts raw HTML agent output and renders it directly as interactive UI elements like cards, KaTeX formulas, and Me

Not a business yetOpen-source projectAI + DevSoftware EngineeringCross-market opportunityOpen-source traction 61Under watch

cited

For brand, PR and content teams that need to know whether their content is cited in AI answers, it takes the brand or question set to monitor, inspects which so

Not a business yetOpen-source projectAI + BusinessMarketingCross-market opportunityOpen-source traction 60Under watch

radiant

radiant is a local coding harness for Mac that lets developers chat with coding agents across cloud and local models, watch every tool call in a live activity f

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 60Under watch

dsh-yolo

A personal assistant plugin for DeepSeek Harness that automatically extracts commitments and to-dos from conversations, tracks progress, and triggers timely rem

Not a business yetOpen-source projectAI + ProductivityGeneral ProductivityCross-market opportunityOpen-source traction 59Under watch

bug-hunt-bench

When choosing a coding model, a development team faces vendors' self-reported benchmark scores; Bug Hunt Bench takes 105 real bugs from two production repositor

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 58Under watch

dsh-blender-plugin

A 3D artist tuning materials, lighting and decimation in Blender normally has to render, screenshot and compare parameters by hand. This plugin lets an AI model

Not a business yetOpen-source projectAI + Creativefilm and animationCross-market opportunityOpen-source traction 58Under watch

littleaibox

For individuals worried about leaking conversation content, it is opened when work documents, code snippets or research material must be handed to an AI; the AI

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityOpen-source traction 58Under watch

Almanac

Almanac describes itself as 'the agent with a second brain', but no details are provided about the specific workflow, inputs, actions, or deliverables. Only a t

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityCommunity score 57Under watch

Vendo

Vendo lets users build their own features inside your product. Specific implementation, inputs, outputs, and deliverables are yet to be verified; public info on

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCommunity score 57Under watch

chatpin

Before shipping GGUF or safetensors models, deployment engineers use it to compare chat templates against the publisher's original, flag suspicious conditional

Not a business yetOpen-source projectInfrastructureSoftware and internet servicesCross-market opportunityOpen-source traction 57Under watch

dsh-comfyui

dsh-comfyui is a ComfyUI plugin based on DeepSeek-Harness, allowing ComfyUI users to call DeepSeek model capabilities in node-based workflows, but the specific

Not a business yetOpen-source projectAI + CreativeCreative IndustryCross-market opportunityOpen-source traction 57Under watch

skill-buddy

Developers use a desktop workspace to manage, install, and synchronize Skills and MCP Servers across AI agents, centralizing tool configuration. The specific su

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 57Under watch

Agentic Resource Discovery

Developers query this index when building multi-tool agent workflows. The system conducts hybrid search across registries and active MCP tool endpoints, returni

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 56Under watch

Chert

For developers who need to turn video calls into a programmable interface: instead of building audio-video capture and dialogue orchestration themselves, Chert

Not a business yetNew application / serviceAI + DevPublic ServicesCross-market opportunityCommunity score 56Under watch

Lossless-memory

When individuals hold long-running conversations with AI and accumulate material, they hand the history to this memory layer, which keeps it verbatim instead of

Not a business yetOpen-source projectAI + ProductivitySoftware and IT servicesCross-market opportunityCommunity score 56Under watch

Pizza Bot

Public material only describes it as an inbox for AI agents running in the background; who opens it, at which step, what material it receives and what it delive

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 56Under watch

CourtMind

Amateur badminton players or coaches hand a full match recording to CourtMind after a session, and it extracts shot and rally information from the video to prod

Not a business yetOpen-source projectAI + Lifesports coachingCross-market opportunityOpen-source traction 55Under watch

agent-context-editor

A cross-agent plugin that lets users manually exclude or edit AI conversation context, with search, filtering, hide/restore, undo, and original session preserva

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 55Under watch

automated-video-marketing-tools

Marketers input text scripts, and the tool auto-generates TikToks, Shorts, and promo videos for social media promotion. The specific generation process and outp

Not a business yetOpen-source projectAI + BusinessMarketingCross-market opportunityOpen-source traction 55Under watch

OpenSuperCV

For knowledge workers who copy and paste between many applications, OpenSuperCV collects text fragments scattered across apps into a searchable, editable clipbo

Not a business yetOpen-source projectAI + Productivitysoftware and IT servicesCross-market opportunityOpen-source traction 54Under watch

avatar-speak-pro-download

Targeting TikTok ads and Shopify funnels, it auto-generates AI avatar videos from text scripts to boost conversion rates. Specific generation process and perfor

Not a business yetOpen-source projectAI + BusinessMarketingCross-market opportunityOpen-source traction 54Under watch

business-builder-ai-deutsch

An automated business system for indie hackers in the DACH region, generating landing pages, sales copy, and funnels from a product topic, aiming to help develo

Not a business yetOpen-source projectAI + BusinessSoftware DevelopmentCross-market opportunityOpen-source traction 54Under watch

dsh-liketavern

dsh-liketavern is an open-source plugin for DeepSeek Harness that transforms the web UI into a SillyTavern-style roleplay frontend, featuring character cards, l

Not a business yetOpen-source projectAI + CreativeInteractive EntertainmentCross-market opportunityOpen-source traction 54Under watch

papermachine

papermachine targets analysts and researchers needing verifiable data analysis results, running Python and R code locally and tracing each chart back to the cod

Not a business yetOpen-source projectAI + DevData AnalysisCross-market opportunityOpen-source traction 54Under watch

tiktok-live-studio-mcp

A local MCP server controls TikTok LIVE Studio through its Stream Deck Socket.IO channel, allowing streamers or operators to automate scene switching, interacti

Not a business yetOpen-source projectAI + LifeLive StreamingCross-market opportunityOpen-source traction 54Under watch

unity-plugin

An open-source plugin that lets developers control the Unity Editor via the unity CLI, possibly integrating DeepSeek Harness for AI-assisted operations. Specifi

Not a business yetOpen-source projectAI + DevGamingCross-market opportunityOpen-source traction 54Under watch

腾讯Marvis

For personal computer users who open it while organizing local files or switching between software and browser tasks; per current reporting it receives requests

Not a business yetNew application / serviceGeneral assistantsCommunity score 54Under watch

pi-harness

pi-harness is a desktop visual control center for the Pi Coding Agent, allowing developers to inspect runtime, context, tool calls, and sessions, manage models

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 53Under watch

Cloud-Platform-for-Construction-Project-Bidding

A collaboration platform for construction bidding: a bid specialist loads tender documents, company qualifications and past bids into a knowledge base, AI draft

Not a business yetOpen-source projectAI + BusinessConstructionCross-market opportunityOpen-source traction 52Under watch

Coverage Cat

When individuals need to add umbrella liability coverage to protect household assets, they traditionally have to request quotes from multiple insurers, compare

Not a business yetAI transformationAI + BusinessInsuranceCross-market opportunityCommunity score 52Under watch

StudyPilot

A bilingual study assistant where students upload their own course materials to receive grounded Q&A with direct citation references, ensuring reliable exam pre

Not a business yetOpen-source projectAI + ProductivityHigher EducationCross-market opportunityOpen-source traction 52Under watch

ev-assistant

E.V. is a locally running AI voice assistant inspired by Spider-Man, featuring voice interaction, PC control, and long-term memory, using Whisper and Ollama, no

Not a business yetOpen-source projectGeneral assistantsPersonal UseCross-market opportunityOpen-source traction 52Under watch

CC

Family members coordinating shared schedules, chores or information often have to gather arrangements scattered across several people into one plan. According t

Not a business yetNew application / serviceAI + LifeHousehold servicesCross-market opportunityCommunity score 51Under watch

Carbon

Plant production and quality staff previously logged scheduling, work-order flow and inspection results on paper or scattered spreadsheets; Carbon puts manufact

Not a business yetOpen-source projectAI + BusinessManufacturingCross-market opportunityCommunity score 51Under watch

Copperhead

Copperhead is a project claiming 'Hardware as Fast as Software', but specifics about the target workflow, inputs, actions, and deliverables are undisclosed. Cur

Not a business yetNew application / serviceInfrastructureCross-market opportunityCommunity score 51Under watch

ThreatIntel-Aggregator

Security operations and threat intelligence staff face many external feeds daily and must turn scattered IOCs and reports into usable detections. This self-host

Not a business yetOpen-source projectAI + DevInformation securityCross-market opportunityOpen-source traction 51Under watch

Ordewell

When a developer receives a large development goal, they open Ordewell, hand over the goal, and it breaks it into an ordered list of coding-agent tasks that are

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 50Under watch

Mintlify Index

Mintlify Index is a retrieval engine and MCP server to help AI agents retrieve documentation. Specific workflows and deliverables are not yet disclosed.

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 49Under watch

What We Tell AI

What We Tell AI is a website with unclear functionality. The name suggests it relates to information users share with AI, but details are lacking. Specific work

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityCommunity score 49Under watch

fauxnix

fauxnix is a tool that runs Linux-style commands on Windows without VM or WSL, using deterministic bash→PowerShell translation, supporting AI agents.

Not a business yetOpen-source projectAI + DevCross-market opportunityOpen-source traction 49Under watch

intentional-arrangement-skos

Information architects build, validate, visualize, and publish SKOS taxonomies in the browser; it takes concepts and hierarchies, performs consistency checks an

Not a business yetOpen-source projectAI + ProductivityInformation ManagementCross-market opportunityOpen-source traction 49Under watch

legal-ai-skills

legal-ai-skills is an open collection of 160+ Legal AI Skills for ChatGPT, Claude, Grok, Cursor & Gemini. Specific skill content and application methods are not

Not a business yetOpen-source projectAI + BusinessLegal servicesCross-market opportunityOpen-source traction 49Under watch

distill-kura

distill-kura is an open-source project providing distilled long-term memory for AI agents: recall by meaning, writing gated by evidence, one kura per agent mode

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 48Under watch

dsh-better-display

Developers using DeepSeek Harness open it when reasoning traces, tool-call logs and final answers are mixed in one long session; it separates native process det

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 48Under watch

ravage

An AI-powered web security testing tool for authorized targets, where users input a target URL and AI automatically performs vulnerability scanning and penetrat

Not a business yetOpen-source projectAI + DevCybersecurityCross-market opportunityOpen-source traction 47Under watch

serverbox

serverbox is a Linux server management tool written in Rust and Tauri, managing servers over SSH. Specific features (e.g., file management, process monitoring,

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 47Under watch

video-prompt-reverse

Short-video or advertising creators open it when referencing someone else's AI-generated video, feeding the existing footage in so the Codex-side capability rev

Not a business yetOpen-source projectAI + CreativeFilm and short-video productionCross-market opportunityOpen-source traction 47Under watch

Deployment.inc

When enterprises push AI from demo to production, Deployment.inc places engineers inside the client to hit a business metric on the client's own data under budg

Not a business yetAI transformationAI + BusinessEnterprise software and IT servicesCross-market opportunityOpen-source traction 46Under watch

Sunk Cost

Developers considering buying a GPU or a whole machine for local LLM inference open it before deciding, entering their hardware and usage situation to estimate

Not a business yetNew application / serviceInfrastructureDeveloper toolsCross-market opportunityCommunity score 46Under watch

Superpower-V1

Superpower-V1 is an open-source project aiming to make MCP (Model Context Protocol) practical in the browser, shifting from AI assistance to agentic workflows.

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 46Under watch

oto-dock

Internal teams configure Claude Code and Codex agents by department in a self-hosted environment so agents take over repetitive departmental tasks; what users g

Not a business yetOpen-source projectAI + Businessenterprise softwareCross-market opportunityCommunity score 46Under watch

Oyama-AI-Video-Studio

The candidate material contains only repository star data, without stating who opens it at which work step, what material the AI receives, what action it perfor

Not a business yetOpen-source projectAI + CreativeFilm and video productionCross-market opportunityOpen-source traction 45Under watch

fight-prompt-director

A fight-scene prompt choreography tool for AI video models such as Seedance and MiniMax-H3, delivered as a Skill that helps creators break action sequences into

Not a business yetOpen-source projectAI + CreativeFilm and TVCross-market opportunityOpen-source traction 45Under watch

XmaxSDK-iOS

For iOS developers: when real-time interactive video generation must be embedded in an app, it provides a native iOS integration layer that passes user input to

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 44Under watch

ainxt-os

Developers building AI applications or agents plug into this open-source framework to connect chosen models, tools and workflows, ending up with a runtime found

Not a business yetOpen-source projectInfrastructurePayments and financial infrastructureCross-market opportunityOpen-source traction 44Under watch

AI·rete·RAG

Rules and compliance engineers hand an existing rule base to this project: a Rete engine produces the decision while RAG generates the rationale for that decisi

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 43Under watch

dsh-filesnap

A developer using DeepSeek Harness who breaks files during a session uses this plugin to roll the conversation and the files it changed back to an earlier turn,

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 43Under watch

dsh-tether

This is a mobile client that lets developers remotely connect to their DeepSeek Harness (dsh) on their dev machine from an Android or iOS phone, peer-to-peer ac

Not a business yetOpen-source projectAI + DevCross-market opportunityOpen-source traction 43Under watch

ghost-editor

A talking-head short-video creator opens it while cutting one finished clip: they feed in raw talking-head footage plus a reference video they want to imitate,

Not a business yetOpen-source projectAI + CreativeShort-form video productionCross-market opportunityOpen-source traction 43Under watch

Hackbot-Arena

Security researchers or AI agent developers evaluating their agent's web exploitation ability plug it into these 30 Docker labs; the agent probes and submits fl

Not a business yetOpen-source projectAI + DevInformation securityCross-market opportunityOpen-source traction 42Under watch

Telem

Telem is a tool for AI agent developers to route agent web search requests across multiple providers and inspect traces. Developers previously had to integrate

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 42Under watch

XmaxSDK-Android

A native Android SDK that lets developers embed Xmax AI's real-time interactive video generation into their own apps, with the app side issuing the generation r

Not a business yetOpen-source projectInfrastructureCross-market opportunityOpen-source traction 42Under watch

herdr-pocket

When developers are away from their computer, this Flutter client connects back to their own machines over SSH to show a status board for coding agents and open

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 42Under watch

shepherd2

Medicinal or computational chemists open it at the start of a new molecular design round: ShEPhERD-2 takes molecular and interaction-profile representations and

Not a business yetOpen-source projectInfrastructurepharmaceuticalsCross-market opportunityOpen-source traction 42Under watch

DaiDocs

When developers give an AI assistant long-term memory, they normally write context into a vendor's database or vector store; DaiDocs instead keeps memory as a p

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 7Under watch

Graphify C#

C# developers open it when letting coding agents modify or refactor code, handing reference lookup that used to rely on text search to a compiler; the agent the

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 41Under watch

learningto

Job seekers who cannot afford paid interview coaching open it while preparing for interviews, feeding in a target role and question types; the AI generates prac

Not a business yetNew application / serviceAI + ProductivityEducation and TrainingCross-market opportunityCommunity score 41Under watch

Click

Click provides live research context for ChatGPT and Claude, allowing users to access up-to-date information during conversations. Specific processes and delive

Not a business yetNew application / serviceAI + ProductivityKnowledge WorkCross-market opportunityOpen-source traction 40Under watch

Payment pathNot disclosed. No pricing page, no public plans — just ProductHunt and YC launch pages.

dsh-meow-smooth

A plugin that provides DSH notification support for both mobile and desktop, with refined mobile UI/UX to make DSH genuinely functional on phones. Users can rec

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 40Under watch

jevals

When AI teams evaluate output quality before launch, they previously wrote prompts to have another model act as a judge and score results; jevals lets users def

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 40Under watch

AgentRun

Developers wiring existing agents into production need to freeze ad-hoc calls into repeatable steps; AgentRun offers a DSL that turns agents into workflow defin

Not a business yetOpen-source projectAI + DevCross-market opportunityCommunity score 39Under watch

HomeCat

Homeowners and remote workers planning backyard offices input yard dimensions and functional requirements to generate 3D office layouts and structural plans for

Not a business yetNew application / serviceAI + LifeReal EstateCross-market opportunityCommunity score 38Under watch

magicpatterns

magicpatterns is a website that lets users build their own theme park. Users may design park layouts, attractions, etc., through drag-and-drop or configuration,

Not a business yetNew application / serviceAI + LifeEntertainmentCross-market opportunityCommunity score 37Under watch

forensicdbg

Windows application developers or support engineers open it after receiving a native x64/x86 crash from a user, feed the crash dump to the tool for post-mortem

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 36Under watch

skylens

skylens offers live 3D satellite tracking and the declassified Pentagon UFO archive. Users can view satellite positions and browse UFO-related archives. Specifi

Not a business yetNew application / serviceAI + LifeAerospaceCross-market opportunityCommunity score 36Under watch

OpenLake

OpenLake is a storage system for LLM training and KV offload, leading in MLPerf Storage v3.0. Specific use cases, inputs, outputs, and deliverables need further

Not a business yetOpen-source projectInfrastructureAI infrastructureCross-market opportunityCommunity score 35Under watch

Moadim.io

Moadim.io is a scheduler designed for AI agents, used to schedule and manage the execution time of agent tasks. Specific workflows and deliverables are yet to b

Not a business yetNew application / serviceAI + DevCross-market opportunityCommunity score 33Under watch

Aclif

Developers open it when wiring AI agents into multiple SaaS systems, where they previously had to memorize each vendor's commands and write per-service adapter

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 32Under watch

Bolnee-Chat

A self-hosted chatbot integration for business websites, allowing companies to deploy chatbots on their own sites. Specific features are not detailed.

Not a business yetNew application / serviceAI + BusinessEnterprise ServicesCross-market opportunityCommunity score 32Under watch

Kadoa

When retail procurement or pricing staff, or food industry analysts, need to follow US food price movements, they open Kadoa's food price page and see a daily-u

Not a business yetNew application / serviceAI + BusinessRetail and consumer goodsCross-market opportunityCommunity score 29Under watch

Readr

Readr is a free reader that lets users ask questions about the content and have it read aloud. The AI processes the reading material, performs Q&A and text-to-s

Not a business yetNew application / serviceAI + ProductivityGeneralCross-market opportunityCommunity score 29Under watch

Mireye

Mireye provides infrastructure for physical world AI agents. It may offer perception, decision, or control support for robots or automation systems, but specifi

Not a business yetNew application / serviceInfrastructureRoboticsCross-market opportunityCommunity score 28Under watch

Ax-check.com

A website or product owner opens it, enters their product page, and checks whether AI agents can recognize and operate the product; public material only states

Not a business yetNew application / serviceAI + DevSoftware and internet servicesCross-market opportunityCommunity score 27Under watch

Jeff

A developer runs this read-only command-line tool before submitting code, handing the pending changes to it for semantic review; the model returns a list of iss

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 26Under watch

InstinctFlash

For robotics teams: when deploying a trained manipulation model onto real hardware, this runtime serves model inference to support a real-time control loop. Whi

Not a business yetOpen-source projectInfrastructureroboticsCross-market opportunityCommunity score 24Under watch

Mezmo Aura

Aura is an open-source Rust-based agent for DevOps and SRE teams to investigate production incidents, identify root causes, and suggest or execute remediation s

Not a business yetOpen-source projectAI + DevSoftware & Information TechnologyCommunity score 24Under watch

Rdltr

For readers with a large backlog of saved links: they need to clear the reading list and decide what is worth reading or dropping. Rdltr receives these links an

Not a business yetNew application / serviceAI + ProductivityContent and mediaCross-market opportunityCommunity score 24Under watch

keychain-store

Let a desktop app put logins and keys in the system keychain instead of a plaintext file.

Not a business yetInfrastructureCommunity score 24Under watch

try-omarchy

try-omarchy is an open-source project aiming to make Omarchy run on Apple Silicon. It takes Omarchy's code or configuration, performs adaptation and compilation

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 7Under watch

Conduct

For teams calling LLMs and MCP tools inside their apps: when a model is about to run a tool call, Conduct receives the request, applies preset rules to allow, b

Not a business yetOpen-source projectInfrastructureCommunity score 22Under watch

remove-your-data

Individual users use this open-source tool to delete their information from data brokers without a subscription; the specific steps and outcomes are yet to be v

Not a business yetOpen-source projectAI + LifePersonal data privacyCross-market opportunityCommunity score 22Under watch

SeasonMap

Trip planners deciding where to go in a given period give SeasonMap a destination and a time window, and it visualizes when to travel where using climate data,

Not a business yetNew application / serviceAI + LifeTravelCross-market opportunityCommunity score 21Under watch

pushup

When doing push-ups, a camera counts reps in real-time and turns each rep into an attack in an RPG game; AI recognizes movement amplitude and count, outputting

Not a business yetNew application / serviceAI + LifeFitnessCross-market opportunityCommunity score 21Under watch

withcorpus

Users provide personal data (e.g., chat logs, documents) to withcorpus, which analyzes it to show how much AI knows about them. Specific inputs, processing, and

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityCommunity score 21Under watch

Floe

Music producers load the Floe plugin in their DAW to manage and play sample libraries; specific AI features and workflow still need verification.

Not a business yetOpen-source projectAI + CreativeMusic productionCross-market opportunityCommunity score 20Under watch

FnScribe

FnScribe is an open-source offline dictation tool for macOS. Users press a hotkey and speak, and it converts speech to text locally without internet. Supported

Not a business yetOpen-source projectAI + ProductivityWorkplace ProductivityCross-market opportunityCommunity score 20Under watch

Most Hated Tools

Public material offers only a site name and one community discussion; who opens it, in what situation, with what material, what action it performs and what the

Not a business yetNew application / serviceAI + BusinessCross-market opportunityCommunity score 19Under watch

Otis

Developers or technical users running an AI agent on their own machine previously had to configure local models and runtime themselves; Otis lets the agent call

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 19Under watch

RxFilm Studio

Product marketers or e-commerce operators open it when they need a promo video for a product, hand product assets to an AI agent that generates and edits the fo

Not a business yetNew application / serviceAI + CreativeE-commerce & RetailCross-market opportunityCommunity score 19Under watch

TexLite

TexLite is a lightweight, self-hosted LaTeX workspace. Researchers or students writing papers can put LaTeX source files into it, then edit, compile, and previe

Not a business yetOpen-source projectAI + DevResearchCross-market opportunityCommunity score 19Under watch

49 IDE

49 IDE is a 2D canvas interface for AI agents, allowing developers to visualize and interact with agent workflows. Specific processes and deliverables are yet t

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 18Under watch

AI Pulse

When developers run several coding agents at once on macOS, they normally switch back to the terminal or editor to check each task's progress. AI Pulse places a

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCommunity score 18Under watch

Payment pathNone. MIT open source, free, no paid plan, no ads.

AutoBot

Developers open it while long-running AI tasks are executing and issue voice commands to control the running task, replacing the previous need to sit at a termi

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 18Under watch

Ive Sent It

People who must send contracts, quotes or closing documents to an outside party open it at the sending step, hand the file over for delivery and receive a deliv

Not a business yetNew application / serviceAI + BusinessProfessional servicesCross-market opportunityCommunity score 18Under watch

ClaudeStatsBar

A developer opens it during long coding-assistant sessions, working from the current session's context length and usage data; the tool surfaces those statistics

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 17Under watch

LLMobi

LLMobi is an AI model that runs on a phone, claiming no datacenter needed. Users can use AI features directly on the phone, but specific model capabilities, use

Not a business yetNew application / serviceInfrastructureMobile devicesCross-market opportunityCommunity score 17Under watch

Makefaster.dev

When a frontend or performance engineer needs to improve a repo's frontend loading, they hand the repository over; autoresearch loops attempt changes against Li

Not a business yetNew application / serviceAI + DevSoftware and internet servicesCross-market opportunityCommunity score 17Under watch

OwnTime

OwnTime is a personal time management app that treats daily priorities as a chess clock, letting users allocate time blocks to tasks and switch with a timer. It

Not a business yetNew application / serviceAI + ProductivityWorkplace ProductivityCross-market opportunityCommunity score 17Under watch

Prices.eu.org

A price tracking website for EU residents and those interested in prices, showing indices for fuel, electricity, currency, housing, groceries, and wages. AI ass

Not a business yetNew application / serviceAI + LifeConsumer servicesCross-market opportunityCommunity score 16Under watch

sessioncontext

The only available description says it explains in plain English everything a web page can learn about a visitor. Who opens it, at which step of work, what mate

Not a business yetNew application / serviceInfrastructureCross-market opportunityCommunity score 16Under watch

Coffeetable

Coffeetable is a new interface for discovering books inside Claude. Users browse and discover books through conversational interaction, with AI recommending tit

Not a business yetNew application / serviceAI + LifePublishingCross-market opportunityCommunity score 15Under watch

PlaceCall

When operations or support staff need to confirm stock, bookings or order status with a merchant, they hand the question to PlaceCall, whose AI agent places the

Not a business yetNew application / serviceAI + Businesslocal servicesCross-market opportunityCommunity score 15Under watch

Radix

When running multi-step coding agents, developers open Radix to inspect agent state, intervene in a step and confirm changes instead of scrolling terminal logs;

Not a business yetNew application / serviceAI + Devsoftware and IT servicesCross-market opportunityCommunity score 15Under watch

Supafork

Supafork is a tool that allows users to share and fork sessions across different AI coding tools (e.g., Claude, Cursor). Users can export a session from one too

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 15Under watch

adchestra

Marketers connect this MCP service to manage Google Ads campaigns via natural language. The tool parses instructions through the MCP protocol and executes live

Not a business yetNew application / serviceAI + BusinessAdvertising & MarketingCross-market opportunityCommunity score 15Under watch

egma

Teams building voice agents use this open-source simulation testing infrastructure before launch to simulate call scenarios and batch-check agent responses, pro

Not a business yetOpen-source projectAI + Devcustomer serviceCross-market opportunityCommunity score 15Under watch

foresightplanner

A retirement simulator using 125 years of historical data across 25 countries. Users input savings, investments, and retirement goals, and it simulates various

Not a business yetNew application / serviceAI + LifePersonal FinanceCross-market opportunityCommunity score 15Under watch

Analyst Index

An individual investor choosing whose calls to follow currently has to dig through an analyst's past recommendations by hand. Analyst Index claims to index anal

Not a business yetNew application / serviceAI + BusinessFinancial servicesCross-market opportunityCommunity score 14Under watch

Chat-Man

Developers or small merchants connect this MCP server so an agent can handle WhatsApp messages, with the agent sending and receiving conversation content; the d

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 14Under watch

Ctrlb-decompose

When troubleshooting production issues, developers feed raw logs into this tool, which strips noise before sending them to an LLM so anomalies can be located wi

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 14Under watch

Hydra

A developer runs Hydra in the local terminal, where a resident PTY daemon hosts sessions so an agent can execute commands in a real terminal environment and kee

Not a business yetOpen-source projectAI + DevSoftware and internet servicesCross-market opportunityCommunity score 14Under watch

Mcptunnels

Mcptunnels is an open-source tool that provides ngrok-like tunneling for MCP (Model Context Protocol) servers with basic OAuth support. Developers can expose lo

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityCommunity score 14Under watch

Rubrol

Engineering teams that generate PDFs in bulk used to render HTML templates with Headless Chrome, which is slow and memory-hungry; Rubrol uses the Typst typesett

Not a business yetNew application / serviceInfrastructureSoftware and IT servicesCross-market opportunityCommunity score 14Under watch

Snail Walk

Snail Walk is for people who want to walk more in daily life: users must walk more in the real world to escape a giant snail named Bob. The candidate material g

Not a business yetNew application / serviceAI + LifeHealth and fitnessCross-market opportunityCommunity score 14Under watch

Talos

Talos is an AI agent with a permission kernel between the model and the shell, controlling AI's execution of system commands. Developers use it to execute tasks

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 14Under watch

petrelvoyage

Independent travelers planning a multi-day trip hand their sightseeing, transport and lodging notes to the tool, and AI arranges them into a day-by-day itinerar

Not a business yetNew application / serviceAI + LifeTravelCross-market opportunityCommunity score 14Under watch

PantheonGPU

Don’t trust the temperature: put the GPU through a physical and see if it can hold a real AI load.

Not a business yetInfrastructureCommunity score 13Under watch

Skatanica

Skatanica is a website for skateboarders to browse and share skate clips by location. It takes user-uploaded or location-tagged skate clips and organizes them g

Not a business yetNew application / serviceAI + LifeSkateboardingCross-market opportunityCommunity score 13Under watch

Texttile

Texttile is a multiplayer blog engine for people who write together. It enables multiple authors to collaborate on a blog, with AI possibly assisting content or

Not a business yetNew application / serviceAI + CreativeMediaCross-market opportunityCommunity score 13Under watch

Devx

Devx is an autonomous AI coding agent for Android Termux and desktop, allowing developers to run coding tasks on mobile. It takes repositories or task descripti

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 12Under watch

Flower MCP

An MCP server that lets AI agents (e.g., family assistants) trigger flower delivery at specific moments like birthdays or contract renewals. The AI receives ins

Not a business yetNew application / serviceAI + LifeFloral giftsCross-market opportunityCommunity score 12Under watch

Kit

Kit is an open-source command-line tool that aims to provide a more concise Claude Code experience. Developers can use it in the terminal to perform coding task

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 12Under watch

Remap

Cycling enthusiasts input start point and preferences, and the app plans a loop route from the best roads on-device; AI analyzes road quality and terrain, outpu

Not a business yetNew application / serviceAI + LifeCyclingCross-market opportunityCommunity score 12Under watch

Warp

Developers deploying large models on local or edge hardware open Warp to load DeepSeek v4.1 Flash weights; it performs inference and outputs text, giving the us

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 12Under watch

Derive

Derive is an open-source platform for AI artifacts and workflows, allowing developers to centrally store, version, and reuse AI-generated outputs such as code s

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCommunity score 11Under watch

Die With Me

Developers using Claude Code or Codex open this page when their quota nears its limit to see friends' usage-limit status, shown as an AIM buddy list and away me

Not a business yetNew application / serviceAI + DevSoftware & InternetCross-market opportunityCommunity score 11Under watch

Hillock

Hillock is a locally running neuro-symbolic memory engine using less than 1.2GB VRAM. Developers integrate it into AI applications to provide long-term memory a

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityCommunity score 11Under watch

Keen Bean

Keen Bean is a Mac meeting-notes app: during a product or project discussion it listens to the live conversation and drafts the specification as people talk, en

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityCommunity score 11Under watch

MCPJam

Before wiring a self-built or third-party MCP server into an AI application, developers need to confirm it returns what it should under real calls; MCPJam takes

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 11Under watch

Monid

Monid is a distribution and access layer for AI agent tools, similar to OpenRouter but for agent tools. Developers can integrate multiple agent tools through a

Not a business yetNew application / serviceInfrastructureSoftware DevelopmentCross-market opportunityCommunity score 11Under watch

Nightshift

Developers hand over a repository at the end of the day and an AI modifies the code overnight; which inputs it takes, how changes are accepted and how humans re

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 11Under watch

Orthogonal

Orthogonal offers one integration for AI agents to discover and pay for APIs. It targets developers, addressing discovery and billing when agents call external

Not a business yetNew application / serviceInfrastructureSoftware DevelopmentCross-market opportunityCommunity score 11Under watch

Seal

Seal is an open-source project for people arranging their affairs in advance: users hand over letters and passwords, and after their death family members can re

Not a business yetNew application / serviceAI + LifeLegal servicesCross-market opportunityCommunity score 11Under watch

Back-Pain-Care-A-New-Hope

A wearable device built over three years to understand back pain. The specific monitoring, analysis, and feedback workflow is not yet public and requires furthe

Not a business yetNew application / serviceAI + LifeHealthcareCross-market opportunityCommunity score 10Under watch

KillSwitch

KillSwitch is a programming language designed to be difficult for large language models to handle, so code written in it is harder for models to generate or rew

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 10Under watch

Laser Graffiti

Laser Graffiti is an interactive installation combining laser projection and graffiti, allowing users to draw on walls or screens with a laser pointer, creating

Not a business yetNew application / serviceAI + LifeArtCross-market opportunityCommunity score 10Under watch

OpenSpender

OpenSpender is a payment infrastructure for AI agents, enabling agents to pay each other directly. Specific use cases, payment flows, and deliverables remain to

Not a business yetNew application / serviceAI + BusinessFintechCross-market opportunityCommunity score 10Under watch

Pod

This is a review site for dev tools where the reviewers are AI agents. Developers can view AI-generated reviews when choosing development tools, but the specifi

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 10Under watch

Selfship.ai

Selfship.ai is a monitoring and auto-fixing tool for agentic applications. It continuously monitors application operations and automatically executes fixes when

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 10Under watch

fellowgeek

Users can add voice and personality to AI agents via mcp-speak; specific use cases and deliverables still to be verified.

Not a business yetNew application / serviceAI + LifeCross-market opportunityCommunity score 10Under watch

makiroll

Everyday users open makiroll when shooting photos or short videos alone, speaking to the camera instead of watching their own live preview; the AI takes the spo

Not a business yetNew application / serviceAI + Creativeconsumer imagingCross-market opportunityCommunity score 10Under watch

makralabs

makralabs provides AI agents for open-source intelligence (OSINT) and signals intelligence (SIGINT). Analysts submit data sources or leads during investigations

Not a business yetNew application / serviceAI + BusinessIntelligence AnalysisCross-market opportunityCommunity score 10Under watch

rundown

A developer news client with Claude Code and Codex integration, allowing developers to browse news and use AI assistance. Specific workflow and deliverables rem

Not a business yetNew application / serviceAI + ProductivitySoftware DevelopmentCross-market opportunityCommunity score 10Under watch

setpuzzle

setpuzzle is a daily puzzle game called 'The Daily Set', based on the classic Set card game rules, offering a new puzzle each day. The game is described as 'ove

Not a business yetNew application / serviceAI + LifeGamingCross-market opportunityCommunity score 10Under watch

Ancestree

Users create biographies for family members with Ancestree, which takes family information and generates biography content. It may help organize family history,

Not a business yetNew application / serviceAI + LifeGenealogyCross-market opportunityCommunity score 9Under watch

Blast

Blast is an open-source sandbox-as-a-service project from Stanford. Developers can use it to quickly create isolated sandbox environments for running code or te

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityCommunity score 9Under watch

Botbin.io

When debugging or handing off AI agent runs, developers paste agent-produced logs and output fragments into this site to get a shareable link for themselves or

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityCommunity score 9Under watch

Brig

When developers let AI coding agents run commands or edit code locally, the agent touches the machine's files and network directly. Brig provides a MicroVM sand

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 9Under watch

FinancialData

Financial analysts and developers use the API to query multi-dimensional financial metrics across stocks, aggregating fragmented statement data into structured

Not a business yetNew application / serviceAI + BusinessFinanceCross-market opportunityCommunity score 9Under watch

Friday

Developers open it while working on the same codebase with a coding agent, feeding previously accumulated project context to the agent so it can continue editin

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 9Under watch

Karada.ai

A backend engineer opens it when wiring existing internal APIs into AI assistants, hands over the API definitions, and gets generated MCP servers plus one-click

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityCommunity score 9Under watch

Legion

Elixir backend teams that need dynamically executable logic used to hand-write a scripting layer or ship a new release; Legion has an AI agent generate sandboxe

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 9Under watch

Liniora

A team lead or project manager opens it while pushing multiple workstreams, feeding project progress and task assignments in, aiming to replace manual follow-up

Not a business yetNew application / serviceAI + ProductivitySoftware and internetCross-market opportunityCommunity score 9Under watch

ManyBot

When a developer needs to stand up a WhatsApp customer-service or notification bot for a merchant, they open ManyBot and hand the WhatsApp API wiring, message h

Not a business yetOpen-source projectAI + DevRetailCross-market opportunityCommunity score 9Under watch

Moon

An individual tracking their emotional state opens it to log daily mood, instead of recalling and writing down feelings by hand. Per the available material it r

Not a business yetNew application / serviceAI + LifeMental health and personal lifeCross-market opportunityCommunity score 9Under watch

timberreader

Timber is an iOS app and Timber Tabs is a Mac app, focusing on offline read-aloud using local LLMs to convert text to speech. Users can import articles or docum

Not a business yetNew application / serviceAI + LifeConsumerCross-market opportunityCommunity score 9Under watch

twing

twing is a coordination layer for coding agents, integrated by developers into existing agent workflows to coordinate multiple agents or tasks. Specific inputs,

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 9Under watch

videoai

videoai is a live streaming site claiming every spot is instantly AI-generated. The specific workflow and deliverables remain unverified: what users see upon op

Not a business yetNew application / serviceAI + LifeLive streamingCross-market opportunityCommunity score 9Under watch

zephclick

People who need to record meetings or interviews use this $25 DIY option instead of a $159 AI voice recorder, sending audio to a bring-your-own-key or local mod

Not a business yetNew application / serviceAI + ProductivityConsumer electronicsCross-market opportunityCommunity score 9Under watch

Context Registry

Context Registry is a context registry for AI coding agents, aiming to help developers manage and share context across multiple coding agents. Specific workflow

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCommunity score 8Under watch

JavaScript grid and pivot library built for coding agents

A front-end developer or data analyst who needs to display grids and pivot tables lets a coding agent call the library's primitives to generate the grid from a

Not a business yetOpen-source projectAI + DevSoftware and internet servicesCross-market opportunityCommunity score 8Under watch

Job Seeker

Job Seeker is an open-source Markdown skill set that automates job search. Users provide resumes and job descriptions, and it generates tailored application mat

Not a business yetOpen-source projectAI + ProductivityRecruitingCross-market opportunityCommunity score 8Under watch

Litelink

Litelink is a local-first, embedded stream capture tool for writing streaming data into Iceberg tables. Specific use cases and deliverables need further verific

Not a business yetOpen-source projectInfrastructureData EngineeringCross-market opportunityCommunity score 8Under watch

Maritime

Maritime provides managed computing environments designed for AI agents, allowing developers to get dedicated resources starting at $1/month to run AI agent tas

Not a business yetNew application / serviceInfrastructureCloud ComputingCross-market opportunityCommunity score 8Under watch

StemJSON

Mobile developers who need to add features to an already shipped native app hand the requirement to an LLM, which uses StemJSON to generate runnable extension l

Not a business yetNew application / serviceAI + Devmobile app developmentCross-market opportunityCommunity score 8Under watch

Tavus

Tavus's Sparrow-2 aims to solve the cocktail party problem, i.e., separating and identifying a specific speaker's voice in noisy environments. Specific workflow

Not a business yetNew application / serviceAI + ProductivityMeetingsCross-market opportunityCommunity score 8Under watch

Widen

A developer working with Postgres on macOS opens it instead of hand-writing SQL in a client; it sends natural language to Apple's on-device model, runs the resu

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCommunity score 8Under watch

Windrunner

Windrunner is an AI-powered project collaboration workspace. In project management, AI receives project data and assists with task assignment, progress tracking

Not a business yetNew application / serviceAI + ProductivitySoftware DevelopmentCross-market opportunityCommunity score 8Under watch

fast-cutvid

fast-cutvid is a video cutting tool designed for AI agents, allowing developers to invoke it in automated pipelines to quickly trim video clips. Specific input/

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCommunity score 8Under watch

learnlance

After letting AI generate large amounts of code, a software engineer uses learnlance to turn that code back into a personal knowledge graph, so they can see wha

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 8Under watch

Agentic OS

Agentic OS is a Rust-based Linux OS where each entity has its own SQLite database and sandbox. It aims to provide isolated runtime environments for AI agents, b

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 7Under watch

Amika

Developers using coding agents put local or cloud code and runtime into Amika's shared cloud workstation when several people need to view and operate the same d

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityCommunity score 7Under watch

Caveat

Caveat is a self-hosted publishing and newsletter tool, allowing creators to self-deploy for managing content publishing and email subscriptions. Specific featu

Not a business yetOpen-source projectAI + CreativeContent CreationCross-market opportunityCommunity score 7Under watch

Declaude

Declaude is a tool to remove 'claude-speak' from Claude's output, its characteristic verbose and affected style. Users input text generated by Claude, and Decla

Not a business yetNew application / serviceAI + ProductivityEducationCross-market opportunityCommunity score 7Under watch

Linux Doctor

When a server misbehaves, an SRE or backend engineer runs Linux Doctor, which inspects system state read-only and explains what is wrong. Which metrics the AI r

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 7Under watch

Sageling

Sageling is a local AI agent for Mac, running Qwen 3.5 9B in-process via MLX. Users can invoke the agent directly on their Mac for local tasks without internet.

Not a business yetNew application / serviceAI + ProductivityWorkplace ProductivityCross-market opportunityCommunity score 7Under watch

Serendipity

Serendipity is a web discovery tool that presents users with one interesting page from the internet each time they open it, helping them rediscover valuable but

Not a business yetNew application / serviceAI + LifeInternetCross-market opportunityCommunity score 7Under watch

ZeroThesis

ZeroThesis is a multiplayer collaborative auto-research tool for academic research, where users can invite team members to launch research tasks and AI agents a

Not a business yetNew application / serviceAI + ProductivityResearchCross-market opportunityCommunity score 7Under watch

anyto

A conversion tool where developers input various raw documents or web links to generate clean Markdown text ready for LLM context ingestion.

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 7Under watch

rfl

Fans watch a robot football league where frontier AI models manage clubs; AI handles tactical decisions and player management, outputting match results and stan

Not a business yetNew application / serviceAI + LifeSportsCross-market opportunityCommunity score 7Under watch

AgentDrive

Developers building agent applications plug in this storage when agents need to read and write files across sessions; the agent writes generated or modified fil

Not a business yetNew application / serviceInfrastructureCross-market opportunityCommunity score 6Under watch

Animaxxing

Frontend developers and designers use this tool when polishing website aesthetics. The agent analyzes existing site structure and generates custom interaction a

Not a business yetNew application / serviceAI + DevWeb DesignCross-market opportunityCommunity score 6Under watch

Bridle

Team members use Bridle during collaborative handoffs to share AI context. It receives dialogue history and operational state from one agent and synchronizes th

Not a business yetNew application / serviceAI + ProductivityEnterprise CollaborationCross-market opportunityCommunity score 6Under watch

Crest

Mac developers using Claude Code can approve or reject Claude Code approval requests from the MacBook notch instead of switching back to the terminal window; th

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 6Under watch

Critic

A developer opens it before a merge request and hands code just written by an agent to that same agent for review, receiving review comments that inform a go/no

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityCommunity score 6Under watch

Jexxa

People who dictate text for long sessions open Jexxa on their computer; it converts speech to text locally and hands back usable text without uploading audio to

Not a business yetNew application / serviceAI + ProductivitySoftware and IT servicesCross-market opportunityCommunity score 6Under watch

LingGen

LingGen is a local personal financial assistant app for individual users. AI processes local financial data to provide assistance. Specific workflow and deliver

Not a business yetNew application / serviceAI + LifePersonal financeCross-market opportunityCommunity score 6Under watch

Local-coder

When developers run coding tasks on their own machines, they plug in a team of coding agents backed by local models that split up code-change work and produce c

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 6Under watch

OpenMonitor

OpenMonitor is a vendor-neutral web monitoring cloud agent, but specific features, workflows, and deliverables are not described in the materials and need furth

Not a business yetNew application / serviceAI + BusinessWebsite OperationsCross-market opportunityCommunity score 6Under watch

PDFidelity

People who need to read foreign-language PDFs, such as those handling contracts, papers or manuals, open it with a layout-heavy PDF, hand the whole file to the

Not a business yetNew application / serviceAI + ProductivityProfessional servicesCross-market opportunityCommunity score 6Under watch

Picxel

Indie game developers or pixel artists working on 2D assets feed existing reference images into Picxel, which produces pixel-art image assets for in-game charac

Not a business yetOpen-source projectAI + CreativeVideo gamesCross-market opportunityCommunity score 6Under watch

Reachpad CLI

Developers use a CLI tool to spin up free sandbox environments in seconds for app development; AI handles environment configuration and resource allocation, out

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 6Under watch

Rendly

Developers and developer-relations staff who need demo videos for an open-source project or product can generate them from code, skipping manual screen recordin

Not a business yetNew application / serviceAI + Devsoftware and IT servicesCross-market opportunityCommunity score 6Under watch

Rubato

Developers place this ESP8266 device on their desk during AI coding; it receives agent status updates and displays real-time progress animations on a retro-Mac

Not a business yetOpen-source projectAI + DevConsumer ElectronicsCross-market opportunityCommunity score 6Under watch

ShevtoneAudio Orchestrator

ShevtoneAudio Orchestrator converts MIDI files into full orchestral arrangements. Users input MIDI, and it generates orchestration, timbres, and voice arrangeme

Not a business yetNew application / serviceAI + CreativeMusicCross-market opportunityCommunity score 6Under watch

Swiftcruit

Before scheduling interviews, a technical recruiter must write questions for a specific role and skill set, previously by digging through question banks or impr

Not a business yetNew application / serviceAI + BusinessSoftware and IT servicesCross-market opportunityCommunity score 6Under watch

Visual HTML

Non-expert developers or designers open it after receiving AI-generated HTML pages, adjusting layout and copy directly in the browser while the editor preserves

Not a business yetNew application / serviceAI + DevWeb design and site buildingCross-market opportunityCommunity score 6Under watch

agent-desktop

An open-source project aiming to make desktop automation more reliable for AI agents. It may provide more accurate desktop operation feedback, but specific work

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCommunity score 6Under watch

isolate

Isolate transforms raw screen recordings into cinematic Apple-style product demo videos.

Not a business yetNew application / serviceAI + CreativeContent CreationCross-market opportunityCommunity score 6Under watch

livediff

After handing code changes to a coding agent, developers need to see which files it actually touched. livediff is a command-line tool that continuously refreshe

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 6Under watch

mcp-auth-keydris-template

Developers wiring agents to MCP tools use this template to keep credentials in an authorization layer and expose only callable tool permissions to the agent, en

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityCommunity score 6Under watch

runerrand

An open-source project whose public material only states that it offers AI teammates with their own computer. Who opens it at which work step, what material the

Not a business yetOpen-source projectAI + ProductivityCross-market opportunityCommunity score 6Under watch

shepherdr

Developers self-host a mobile-friendly web UI for Herdr agents to manage and view agent status on phones; specifics yet to be verified.

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 6Under watch

1 Bit Pixel

Pixel artists use this editor on iPad or Mac to create 1-bit pixel art with a CRT-style display. It takes drawing input, provides pixel editing tools, and outpu

Not a business yetNew application / serviceAI + CreativeDigital ArtCross-market opportunityCommunity score 5Under watch

1Baton

When non-engineer operations or business staff need to chain several existing APIs into one automated flow, they open 1Baton and visually connect call order and

Not a business yetNew application / serviceInfrastructureCross-market opportunityCommunity score 5Under watch

21bags

21bags is a tool for cryptocurrency investors, with the tagline 'Bags for Your Coins'. Specific features, workflow, and deliverables are not yet public and requ

Not a business yetNew application / serviceAI + LifeCryptocurrencyCross-market opportunityCommunity score 5Under watch

Agent Chaperone

Once teams connect AI agents to real tools, operations or security engineers need to screen each tool call and its returned result before it reaches downstream

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 5Under watch

Aqqai

A user asking a question and about to trust the answer currently has to judge reliability alone. Aqqai claims to check every answer before the user sees it, but

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityCommunity score 5Under watch

Canary

Before merging AI-generated code into a repository, developers open Canary to verify that code independently instead of relying on the same model that wrote it.

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityCommunity score 5Under watch

CardGo

AI chat users save reusable context cards (project background, preferences) to insert into conversations, maintaining continuity. Cards are end-to-end encrypted

Not a business yetNew application / serviceAI + ProductivityGeneralCross-market opportunityCommunity score 5Under watch

Clue Me

People who want a word-guessing game open it, receive a word, describe it in their own words, and an AI named Jev tries to guess the answer; the public material

Not a business yetNew application / serviceAI + LifeCasual gamesCross-market opportunityCommunity score 5Under watch

Codeknow

Codeknow is an open-source tool that provides architecture health scores for codebases without needing an LLM. Developers can input a codebase and get an archit

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5Under watch

Crilio

Crilio is an open-source tool for testing prompts, similar to pytest for code. Developers write test cases, and Crilio automatically runs prompts and verifies o

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5Under watch

DBLift

DBLift provides database migration management for Python teams. It takes database change requests, generates and executes migration scripts, and outputs migrati

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5Under watch

Dbmask

A data engineer opens it before copying production database data into test or analytics environments, working on tables and fields inside a SQL database; the to

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 5Under watch

Decispher

Decispher provides persistent engineering context and memory for coding agents. Developers input project history, decision records, and code structure into the

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5Under watch

Doc-scraper

Doc-scraper is a Go library that builds offline searchable corpora for coding agents, enabling quick local document retrieval.

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5Under watch

Docx-to-Markdown

People who need to move Word documents into a Markdown workflow open it while reorganizing documents or migrating content, working on layout-bearing .docx files

Not a business yetNew application / serviceAI + ProductivitySoftware and IT servicesCross-market opportunityCommunity score 5Under watch

Don't Hit Send

A writer drafting an email or message opens it and the model produces reply content while the user types, so the user can decide whether to send. Public materia

Not a business yetOpen-source projectAI + ProductivityCross-market opportunityCommunity score 5Under watch

Envoy LLM payload inspection extension

Backend and security engineers diagnosing abnormal live API requests open this Envoy proxy extension; it first converts request contents into structured stateme

Not a business yetOpen-source projectInfrastructureSoftware and internet servicesCross-market opportunityCommunity score 5Under watch

Epho

Epho is a tool that lets users run Claude Code with a curl command, meaning it triggers Claude Code execution via HTTP requests. The specific use case, inputs,

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCommunity score 5Under watch

ForkForensics

ForkForensics is an open-source tool that recovers deleted public code repository repo history from forks. It may help developers retrieve accidentally deleted

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5Under watch

Forth MCP

Forth MCP is a service that allows remote AI clients (e.g., cloud agents) to access local MCP servers, leveraging local tools and data. Implementation and secur

Not a business yetNew application / serviceInfrastructureSoftware DevelopmentCross-market opportunityCommunity score 5Under watch

G3M

G3M is an MCP server for physical outbound operations; specific workflows and deliverables remain to be verified.

Not a business yetNew application / serviceAI + BusinessLogisticsCross-market opportunityCommunity score 5Under watch

Hazzel

A developer working inside a local code repository opens this command-line coding agent; it reads the Git repository and uses the user's own model keys to carry

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 5Under watch

Heaviside-1

Heaviside-1 is a foundation model for electromagnetism, intended to handle computations and simulations related to electromagnetic fields. Specific workflows an

Not a business yetOpen-source projectInfrastructureResearchCross-market opportunityCommunity score 5Under watch

Hormuz Signal

For people tracking the Strait of Hormuz: when they need to judge the risk of escalation in the Iran conflict, they open it to turn public data into a risk sign

Not a business yetNew application / serviceAI + BusinessEnergyCross-market opportunityCommunity score 5Under watch

Idea Miner

Idea Miner is a tool that helps entrepreneurs prioritize ideas. Users input multiple ideas, and AI ranks them based on market potential, competition, etc., outp

Not a business yetNew application / serviceAI + ProductivityEntrepreneurshipCross-market opportunityCommunity score 5Under watch

Jev-lint

When committing code or reviewing a pull request, developers previously had to write regex or custom AST rules to catch problems; Jev-lint lets users describe r

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 5Under watch

Kairo

Teams running their own inference on local or private GPUs open this open-source project to route requests using latency and failure measurements taken on RTX 5

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 5Under watch

Keel

Keel is an orchestration tool for AI agents, positioned as a 'conductor' rather than an agent loop, possibly used to coordinate multiple AI tasks. Specific work

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5Under watch

Kival

In organizations with data-compliance requirements, an IT operations or knowledge management lead needs to centralize internal documents for colleagues to searc

Not a business yetOpen-source projectInfrastructureSoftware and IT servicesCross-market opportunityCommunity score 5Under watch

Koi Editor Alpha

A desktop video editor for macOS 13.2+ on Apple Silicon; users download it, work on video footage and export a finished cut. The public material only offers a d

Not a business yetNew application / serviceAI + CreativeVideo Post-productionCross-market opportunityCommunity score 5Under watch

Kuma Voice

Kuma Voice is an open-source Apple Watch voice assistant that works independently without an iPhone. Users give voice commands on the watch to get information o

Not a business yetOpen-source projectAI + LifeConsumer ElectronicsCross-market opportunityCommunity score 5Under watch

MQLens

MQLens is a native MongoDB GUI tool supporting SSH, X.509, Kerberos authentication, without Electron. Developers can use it to connect and manage MongoDB instan

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5Under watch

MrEditor

MrEditor is a Mac editor for developers and operations engineers to quickly open and edit very large log files. When handling 10GB-level logs, users previously

Not a business yetNew application / serviceAI + ProductivitySoftware DevelopmentCross-market opportunityCommunity score 5Under watch

OpenDocBot

Office workers editing Word, Excel or PowerPoint files normally copy content into an external chat tool and paste it back; OpenDocBot lets users plug in their o

Not a business yetNew application / serviceAI + ProductivityOffice softwareCross-market opportunityCommunity score 5Under watch

Pixel Agents

A developer running several Claude Code agents at once opens it to work with agent run-state information; public material only says it gives a pixel-art mission

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5Under watch

Post-graph-RAG

Engineers maintaining internal knowledge bases or Q&A systems find that after staff departures, executive changes or reorganizations, retrieval still returns th

Not a business yetOpen-source projectAI + DevEnterprise software and IT servicesCross-market opportunityCommunity score 5Under watch

Quokka

Developers write programs in Quokka, a self-hosting, deterministic programming language, aiming for reproducible results from the same input. Public material gi

Not a business yetOpen-source projectAI + DevCross-market opportunityCommunity score 5Under watch

Ramanujan

Ramanujan is a multi-model agent for computational mathematics research. Researchers input problems or conjectures, and it orchestrates multiple models to deriv

Not a business yetOpen-source projectAI + DevResearchCommunity score 5Under watch

SufferTrails

SufferTrails is a route planning tool for endurance athletes, self-described as the 'Anti-AllTrails'. Specific features, workflow, and deliverables are not yet

Not a business yetNew application / serviceAI + LifeOutdoor sportsCross-market opportunityCommunity score 5Under watch

Vehla

macOS users handling daily desktop tasks previously switched among many apps; Vehla describes itself as the AI command center for macOS, with AI receiving user

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityCommunity score 5Under watch

Wasmer SDK

Wasmer SDK provides local sandbox environments for AI agents, allowing developers to execute agent code in isolation locally, avoiding cloud dependencies and pr

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 5Under watch

WebGCM

Climate researchers or teachers open WebGCM in a browser to run a global climate model that previously required local installation and high-performance computin

Not a business yetOpen-source projectInfrastructureMeteorology and climate researchCross-market opportunityCommunity score 5Under watch

Wordmate

Wordmate is a local speech-to-text tool for macOS, targeting users who need to convert speech to text. It takes voice input from a microphone or audio files, pe

Not a business yetOpen-source projectAI + ProductivityIndividual UsersCross-market opportunityCommunity score 5Under watch

Zhenzhu

A learner reading Chinese material on macOS selects an unfamiliar word or phrase and opens it, instead of switching to a browser or dictionary app to look up ea

Not a business yetNew application / serviceAI + ProductivityEducationCross-market opportunityCommunity score 5Under watch

agent-dev-team

Developers using Claude Code or Cursor, when letting coding assistants take on multi-step changes, use agent-dev-team to wrap those assistants in tiered roles a

Not a business yetOpen-source projectAI + DevCross-market opportunityCommunity score 5Under watch

all-your-agents

A developer running several AI agents on one machine opens it to see what those agents are doing; the only available description is 'watch all the AI agents on

Not a business yetOpen-source projectAI + DevCross-market opportunityCommunity score 5Under watch

calibrarobotics

For robotics development teams, Calibrarobotics provides a dataset quality layer. It takes robotics training datasets, performs quality assessment and calibrati

Not a business yetNew application / serviceInfrastructureRoboticsCross-market opportunityCommunity score 5Under watch

creepy

An Android user opens creepy on the phone and hands over cross-app phone tasks to be executed on the device rather than through a cloud assistant; public materi

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityCommunity score 5Under watch

eggfreezingfacts

eggfreezingfacts is a website that aims to let users know the true cost of egg freezing upfront. Users visit the site to get cost information, but specific cont

Not a business yetNew application / serviceAI + LifeHealthcareCross-market opportunityCommunity score 5Under watch

fjmatrix

fjmatrix is a benchmark for evaluating flight search intent, likely used to test AI systems' ability to understand user flight search queries. Specific evaluati

Not a business yetOpen-source projectAI + BusinessTravelCross-market opportunityCommunity score 5Under watch

gotincan

Developers plug it in when several AI agents must work on the same task together, and it manages shared sessions and collaboration between agents; the user ends

Not a business yetOpen-source projectInfrastructureCross-market opportunityCommunity score 5Under watch

helpwanted

helpwanted is a platform that helps developers find meaningful open-source contribution opportunities, possibly by matching skills with project needs. Specific

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5Under watch

hoplagames

A parent playing motion games with children in the living room opens a browser page and uses an ordinary camera instead of the discontinued Kinect to capture bo

Not a business yetNew application / serviceAI + LifeHome education and children's entertainmentCross-market opportunityCommunity score 5Under watch

marginalia

When legal practitioners or researchers open last quarter's US Supreme Court cases, they normally jump back and forth between the opinion text and its citations

Not a business yetNew application / serviceAI + ProductivityLegal servicesCross-market opportunityCommunity score 5Under watch

memorynotch

MacBook users open memorynotch during meetings, interviews or lectures; it records through the microphone and transcribes locally, giving the user a text record

Not a business yetNew application / serviceAI + ProductivityProfessional servicesCross-market opportunityCommunity score 5Under watch

nOS4

nOS4 is a nostalgic toy that simulates the iOS4 interface in a browser, letting users experience the old iPhone UI. AI may be used to generate or simulate syste

Not a business yetNew application / serviceAI + LifeInternetCross-market opportunityCommunity score 5Under watch

painauchoc

painauchoc is a website that ranks every Paris bakery's pain au chocolat using an LLM. Users can view rankings, but evaluation criteria, data sources, and updat

Not a business yetNew application / serviceAI + LifeFood & BeverageCross-market opportunityCommunity score 5Under watch

papereffects

Video editors and short-form creators who need match cuts between shots and newspaper- or book-style text frames previously had to lay out and align those frame

Not a business yetNew application / serviceAI + CreativeFilm and video productionCross-market opportunityCommunity score 5Under watch

provetogether

Mathematicians pushing on an open conjecture previously had to read the literature, split lemmas, and verify proof steps themselves. provetogether turns a conje

Not a business yetNew application / serviceAI + DevMathematical researchCross-market opportunityCommunity score 5Under watch

speechtext

A lawyer or legal ops staffer hands a batch of PDFs to this online tool while preparing litigation evidence; it stamps sequential Bates numbers page by page, pr

Not a business yetNew application / serviceAI + ProductivityLegal servicesCross-market opportunityCommunity score 5Under watch

swift-smart-prompter

A local Apple Intelligence meeting assistant. The specific inputs, actions, and outputs are not described in the available material and require further verifica

Not a business yetOpen-source projectAI + ProductivityGeneral officeCross-market opportunityCommunity score 5Under watch

tama

tama offers agent sandboxes with GPUs starting at $0.20 per hour. Developers can run AI agent tasks in isolated environments with predictable GPU resources. Spe

Not a business yetNew application / serviceInfrastructureSoftware DevelopmentCross-market opportunityCommunity score 5Under watch

telox

People writing papers or lecture notes open telox in the browser, edit LaTeX formulas and text with immediate typeset preview, keep files locally, and end up wi

Not a business yetNew application / serviceAI + ProductivityeducationCross-market opportunityCommunity score 5Under watch

tungsten

An open-source project maintainer opens it in the terminal when reviewing a given public code repository repository's pull requests, pulling the PR list that wo

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityCommunity score 5Under watch

wikifuse

wikifuse is an open-source tool that merges Wikipedia articles across languages into one page. When users handle cross-language materials, they can input multip

Not a business yetOpen-source projectAI + ProductivityKnowledge ManagementCross-market opportunityCommunity score 5Under watch

axt-verify

A developer might open this repository before committing or releasing code to run some kind of check on AI-generated output; however, the candidate provides no

Not a business yetOpen-source projectAI + DevCross-market opportunityOpen-source traction 1Under watch

50skills

The candidate material only states that 50skills is a platform for automating HR and people workflows and has raised $6 million; it gives no specific functions,

Not a business yetAI transformationAI + BusinessHuman resources servicesUnder watch

ABot-Recon Streaming 3D

ABot-Recon Streaming 3D is an open-source project for real-time 3D scene reconstruction from video streams using local context. It may be used in robotics navig

Not a business yetOpen-source projectInfrastructureComputer VisionCross-market opportunityUnder watch

ACE

ACE raised $40 million to become the Spotify of the AI era, possibly involving AI-generated music or personalized recommendations, but specific workflows and de

Not a business yetNew application / serviceAI + LifeMusic and audioUnder watch

ACE

ACE is an AI music company that recently raised nearly $40 million, with Shunwei Capital participating. However, its specific product, target users, or workflow

Not a business yetNew application / serviceAI + CreativeMusicUnder watch

AI Creative Insights by Decode

Advertisers or agencies evaluating several ad creatives before a campaign open it, hand the candidate creatives to the system, and the AI predicts which one is

Not a business yetNew application / serviceAI + BusinessAdvertising and marketingCross-market opportunityUnder watch

AIUC

Public material only says AIUC raised $40M and began auditing frontier models; audit scope, deliverable format, pricing and customers are not disclosed, so the

Not a business yetNew application / serviceInfrastructureIT servicesUnder watch

AIUC

When companies put AI agents into customer-facing operations they must decide who is liable when something goes wrong and whether losses are covered; AIUC aims

Not a business yetNew application / serviceAI + BusinessinsuranceUnder watch

AI餐厅科技初创公司

This company targets restaurant operators, using AI to handle operations like ordering, inventory, or scheduling. Specific workflows and deliverables are yet to

Not a business yetNew application / serviceAI + BusinessRestaurantUnder watch

Abliteration.ai

Abliteration.ai provides access to AI models without guardrails, targeting cybersecurity defenders to test and counter malicious AI behavior. Specific workflow

Not a business yetNew application / serviceInfrastructureCybersecurityUnder watch

AcademyAI

When a corporate learning and development lead or HR manager runs a role-level skills inventory, they hand employees' current AI usage into this platform, which

Not a business yetNew application / serviceAI + BusinessCorporate training and HRUnder watch

AcouBatt

At the production quality-check step, battery manufacturers need to judge whether cells or packs carry defects that affect safety and reliability; AcouBatt appl

Not a business yetNew application / serviceInfrastructurebattery manufacturingUnder watch

Adlyse

Paid media staff previously had to repeatedly adjust budgets, swap creatives and watch numbers across multiple ad platform back ends; Adlyse lets AI agents take

Not a business yetNew application / serviceAI + BusinessAdvertising and MarketingUnder watch

Aeon

Public materials only state that Aeon acquired Aware Health and that its total seed funding surpassed EUR 12 million; they do not disclose what inputs the produ

Not a business yetAI transformationAI + Lifemental health servicesUnder watch

AfterQuery

AfterQuery is an AI model-training startup reportedly valued at $3.2 billion. Specific product features, target users, and delivery methods are not yet detailed

Not a business yetNew application / serviceInfrastructureAI infrastructureUnder watch

Agnost AI

Agnost AI is a tool to catch agent failures that evals miss. AI engineers use it to detect anomalous behavior in real environments before deployment, delivering

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Ainos AI Nose

Public material says Ainos' AI Nose has entered commercial deployment in front-end semiconductor manufacturing, using odour sensing plus AI to judge production-

Not a business yetAI transformationAI + BusinessSemiconductor ManufacturingUnder watch

Aippy

Aippy is an AI game community for gamers, where players can interact with AI characters and participate in AI-generated game content. Specific workflows and del

Not a business yetNew application / serviceAI + LifeGamingUnder watch

Alchemer Iris

Alchemer Iris targets CX and market research professionals, centralizing scattered feedback data from surveys and reviews. AI receives raw feedback text, automa

Not a business yetAI transformationAI + BusinessCustomer ExperienceUnder watch

Ami AI

A solo founder or small-team lead without dedicated sales opens it to work on prospect leads and acquisition channels; per its public positioning the AI is mean

Not a business yetNew application / serviceAI + BusinessMarketingCross-market opportunityUnder watch

Amy by Jellyfish

A recruiting team opens it when starting a role and needing a candidate list, work that previously meant manually searching job boards and talent pools and scre

Not a business yetNew application / serviceAI + BusinessHuman resources servicesCross-market opportunityUnder watch

Angle Health

For US health insurance underwriting and claims, Angle Health aims to use AI on policy applications and claim documents instead of manual line-by-line review; t

Not a business yetAI transformationAI + BusinessInsuranceUnder watch

Antfly

Antfly is a Portland startup reported to have raised USD 2 million to streamline data infrastructure for AI agents. The material does not say what data it inges

Not a business yetNew application / serviceInfrastructureUnder watch

Anthropologic

For people doing consumer research: when a brand or research team needs to understand what a consumer group actually thinks, they open this platform and hand ov

Not a business yetNew application / serviceAI + BusinessMarket researchCross-market opportunityUnder watch

AnySplat

People doing 3D reconstruction or scene art who need to turn a set of photos into a browsable 3D scene open this demo space, feed it captured material for Gauss

Not a business yetOpen-source projectAI + Creative3D content productionCross-market opportunityUnder watch

AppGrowthKit

Indie developers or app growth operators preparing App Store listings must repeatedly produce screenshots for different devices, languages, and store versions;

Not a business yetNew application / serviceAI + BusinessMobile app publishingCross-market opportunityUnder watch

Appwrite

Backend developers and agent builders open it when standing up an application backend, handing identity, database, storage and function capabilities that they w

Not a business yetOpen-source projectInfrastructureCross-market opportunityUnder watch

Arcos

For security operations staff at critical infrastructure sites who must continuously watch physical locations such as campuses, pipelines or stations, the platf

Not a business yetNew application / serviceAI + BusinessCritical infrastructureUnder watch

Arcustin Games

Public material only shows an Istanbul-based mobile game studio describing itself as AI-native and having just closed a $500,000 pre-seed round; who opens it at

Not a business yetNew application / serviceAI + CreativeGamingUnder watch

Artificial Intelligence Underwriting Company

Public materials only indicate this is a startup underwriting AI-related risk, founded by an early Anthropic employee and a former METR COO, which has closed a

Not a business yetNew application / serviceAI + BusinessInsuranceCross-market opportunityUnder watch

Asana

Asana is a project management software pivoting to AI, with its stock soaring recently due to AI breakthroughs, but facing profitability tests. Specific AI feat

Not a business yetAI transformationAI + BusinessProject ManagementUnder watch

Aside

The only candidate material is the line "AI browser that actually gets work done for you"; it does not say who opens it at which work step, what material the AI

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Ask My Wardrobe

A digital wardrobe app where users upload clothing photos and AI helps manage, match, and query. Specific features like outfit recommendations and style analysi

Not a business yetNew application / serviceAI + LifeFashionCross-market opportunityUnder watch

Assistly

Assistly is a real-time AI meeting overlay with no bots, claiming 100% privacy. Users open it during meetings, and AI receives meeting content in real-time to g

Not a business yetNew application / serviceAI + ProductivityMeetingsCross-market opportunityUnder watch

Astra for Law

A report says OpenAI launched Astra for Law for the legal industry, which lawyers or in-house counsel might open when handling case files, contracts and legal r

Not a business yetNew application / serviceAI + BusinessLegal servicesUnder watch

Ato

Ato is a voice-first AI companion designed for seniors. Seniors interact via voice; the AI receives voice commands and performs actions like companionship and r

Not a business yetNew application / serviceAI + Lifeelderly careUnder watch

Audio8 ASR Infinite

For developers and teams that need Chinese and English speech turned into text in real time, it is opened during meetings, support calls or voice input; the mod

Not a business yetOpen-source projectInfrastructureCustomer ServiceCross-market opportunityUnder watch

AureaCam

AureaCam is a real-time scoring tool that helps users master the rule of thirds. Users open the app while shooting, and AI scores the composition of the viewfin

Not a business yetNew application / serviceAI + LifePhotography educationCross-market opportunityUnder watch

Avathon

Avathon provides autonomous operations AI for industrial clients, ingesting plant equipment and process data to perform monitoring, prediction, and optimization

Not a business yetAI transformationAI + BusinessEnergyUnder watch

AvioBook

When a flight turnaround slips, airline dispatchers and operations managers must dig through AvioBook Connect records and reports to work out which step caused

Not a business yetAI transformationAI + Businessair transportUnder watch

Axari

When security operations staff face repetitive security chores such as alerts, questionnaires and compliance materials, they open Axari and hand that work to it

Not a business yetNew application / serviceAI + ProductivityInformation SecurityCross-market opportunityUnder watch

Axis Robotics

Robotics teams training arm manipulation models without enough real trajectory data can download Axis Robotics' open-sourced Franka arm simulation dataset and u

Not a business yetOpen-source projectInfrastructureRoboticsUnder watch

BRKZ

At the project material-preparation stage, construction buyers must compare prices, request quotes, and track lead times across multiple suppliers. BRKZ offers

Not a business yetAI transformationAI + BusinessConstructionUnder watch

Basecamp Research

Public material only identifies this as a UK life sciences company using AI to speed up new drug development and discloses the round's amount and investors; wha

Not a business yetAI transformationInfrastructurebiopharmaceuticalsUnder watch

Benchling

Life sciences R&D teams letting AI agents generate and run scientific computing code on a platform must handle multi-tenant isolation and data exfiltration risk

Not a business yetAI transformationAI + DevLife SciencesUnder watch

Berd

A playful desktop app where users configure and interact with experimental AI agents, generating locally runnable agent interactions.

Not a business yetNew application / serviceAI + ProductivityGeneral SoftwareUnder watch

Biolevate

Regulatory and scientific teams at life sciences companies must turn lab records, literature and prior filings into compliant documents; Biolevate's platform ta

Not a business yetAI transformationAI + Productivitylife sciencesUnder watch

Bitrise Remote Dev Environments

Mobile developers who let coding agents edit iOS code need a machine that can actually run an Xcode build to verify the result; this product offers cloud Mac en

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityUnder watch

Blurt

Writers, support agents or sales staff open it while drafting emails, taking meeting notes or logging tickets, hold a key and speak; the tool sends audio to Ass

Not a business yetNew application / serviceAI + ProductivityProfessional servicesCross-market opportunityUnder watch

Bolt Forge

Developers open it when they need to turn a natural-language description into a runnable web app: the agent generates and iterates front-end and back-end code,

Not a business yetNew application / serviceAI + DevSoftware and internet servicesCross-market opportunityUnder watch

Bonds

An AI-powered messaging app that allows users to generate and use shared mini-apps collaboratively directly inside group chat conversations.

Not a business yetNew application / serviceAI + ProductivitySocial NetworkingCross-market opportunityUnder watch

BrickForgerAI

BrickForgerAI lets users input any textual prompt, and the AI automatically generates a set of LEGO bricks and instructions that can be physically built. Users

Not a business yetNew application / serviceAI + LifeEntertainmentCross-market opportunityUnder watch

Bring Them to Life

Marketing or product staff hand static product images or pages to it during promo production and get animated assets; public material only says it brings produc

Not a business yetNew application / serviceAI + CreativeMarketing and advertisingCross-market opportunityUnder watch

BuildOS

BuildOS targets manufacturing firms, applying AI to process design. Users input product specs or production goals, and AI generates or optimizes manufacturing p

Not a business yetAI transformationAI + BusinessManufacturingUnder watch

CTRL Micro

CTRL Micro is a haptic control deck for Mac and AI agents. Users interact with AI agents via physical buttons and haptic feedback, replacing some keyboard and m

Not a business yetNew application / serviceAI + ProductivityWorkplace ProductivityCross-market opportunityUnder watch

Cadenya

A hosted agentic loop for developers: a task is handed over and the service drives multi-step calls and returns an execution result. Public material gives only

Not a business yetNew application / serviceInfrastructureCross-market opportunityUnder watch

Canter T2I Demo

Canter T2I Demo is an open-source 2B-parameter text-to-image flow model. Users input text prompts, and the model generates images. Specific use cases and delive

Not a business yetOpen-source projectAI + CreativeContent CreationCross-market opportunityUnder watch

Catenary

Catenary is a spatial canvas IDE for AI coding agents, allowing developers to organize and manage AI coding tasks on a visual canvas. Specific workflows and del

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Causal

Causal is an AI-powered canvas for planning visual projects. Users organize project elements on a canvas, with AI assisting in generating or structuring content

Not a business yetNew application / serviceAI + ProductivityProject managementCross-market opportunityUnder watch

Chalked for Mac

Chalked for Mac is a macOS app that claims to provide quick replies with full work context. Specific workflow and deliverables are not yet public and need verif

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Chamelio

Chamelio targets corporate legal operations teams with an AI-native legal operations platform for the department's routine processes and administrative material

Not a business yetNew application / serviceAI + BusinessLegal servicesUnder watch

CharmHealth

CharmHealth provides AI-based solutions for medical practices, such as electronic health records and revenue cycle management. Physicians or practice managers i

Not a business yetAI transformationAI + BusinessHealthcareUnder watch

ChatGPT Health

ChatGPT Health targets clinicians, integrating with Epic EHR to allow read-only import of patient data for clinical assistance. Specific features and deliverabl

Not a business yetAI transformationAI + LifeHealthcareUnder watch

ChatHop

A user opens it mid-conversation when they want to continue in a different model, handing over the current session context; the product carries that conversatio

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Chatterbox-Flash TTS

Chatterbox-Flash TTS is a block-diffusion zero-shot text-to-speech model by Resemble AI. Users input text and reference audio, and the model generates speech mi

Not a business yetOpen-source projectAI + CreativeSpeech SynthesisCross-market opportunityUnder watch

Chift

Financial software developers and integration engineers connecting banks, accounting and invoicing systems previously wrote per-platform APIs and maintained fie

Not a business yetAI transformationInfrastructureFintechUnder watch

ChinaMarketing.AI GEO Workspace

A marketing lead at an outbound brand, or a cross-border agency, preparing China-facing campaigns first needs to know how the brand is mentioned inside Chinese

Not a business yetNew application / serviceAI + BusinessMarketingCross-market opportunityUnder watch

ChoreDivider

When housemates cannot agree on chores, they open it and feed in which tasks each person dislikes, and the system returns a split; public material only says cho

Not a business yetNew application / serviceAI + LifeHousehold servicesCross-market opportunityUnder watch

Circleback

Circleback is a meeting notes tool that uses AI to automatically record meetings and generate summaries and action items. It launched a free tier to attract mor

Not a business yetNew application / serviceAI + ProductivityMeeting notesCross-market opportunityUnder watch

Clarifresh

Quality inspectors on berry harvest and sorting lines used to flip through fruit by eye, flagging mold and bruising batch by batch from experience. Clarifresh's

Not a business yetAI transformationAI + ProductivityAgricultureUnder watch

Clarify

For sales and customer success teams: instead of manually entering, updating and querying customer records in a CRM, Clarify lets AI agents take over specific C

Not a business yetNew application / serviceAI + BusinessSoftware DevelopmentUnder watch

CleanShot 5.0 with Studio Mode

CleanShot is a Mac-native screenshot and screen recording tool, with version 5.0 adding Studio Mode. Users capture screens, record actions, or annotate images d

Not a business yetAI transformationAI + ProductivitySoftware toolsCross-market opportunityUnder watch

Cline Desktop App

Developers open it when writing code locally and want AI to read and write project files and run commands; the AI takes repository and terminal context and perf

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityUnder watch

Clockwork

Clockwork is a calendar app designed for AI agents, allowing them to schedule and participate in events like humans. Specific features such as how agents create

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Clueso MCP

People producing corporate or marketing video open it when they need a cut, describe changes in chat, and AI performs the video creation and editing; what they

Not a business yetNew application / serviceAI + CreativeFilm and video productionCross-market opportunityUnder watch

CodaBridge

Researchers or science communicators working on cetacean acoustics open the product while analysing sperm whale coda recordings, use Astra to hear, edit and sea

Not a business yetNew application / serviceAI + Lifemarine researchCross-market opportunityUnder watch

Codex GPU Queue

An individual developer or small team with a single local GPU but several concurrent Codex coding sessions opens it to queue concurrent requests and run them in

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Coforge Nexa

Insurance underwriting, claims or policy servicing staff normally pull policy, claims and customer records by hand across several systems; Nexa claims agents ta

Not a business yetAI transformationAI + BusinessInsuranceUnder watch

Complir

Product compliance staff at retailers and brands open it before listing or cross-border selling, when they need to check regulatory requirements across markets;

Not a business yetAI transformationAI + BusinessRetailUnder watch

Confucius4-TTS

People doing multilingual voice-over or localization open this demo space with an existing recording, hand the source audio and text to the model, which clones

Not a business yetOpen-source projectAI + CreativeMedia and content productionCross-market opportunityUnder watch

ContextsBase

Software engineers open it when handing scattered requirements to coding agents: it turns prompts that previously lived in chat into a backlog that agents execu

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityUnder watch

Controller AI

Controller AI aims to build deterministic agents that strictly follow user-defined processes. Developers input process rules into the system when designing auto

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Convo

Salespeople would open it during customer conversations or deal follow-up, working on sales dialogue and account information; public material only says it is an

Not a business yetNew application / serviceAI + BusinessEnterprise salesCross-market opportunityUnder watch

Coremail

Coremail, a Chinese enterprise email service provider, recently held a salon in Beijing to discuss AI applications in email. Specific product features or releas

Not a business yetAI transformationAI + ProductivityEnterprise ServicesUnder watch

Cortea

Auditors open it during working-paper review, working with vouchers, working papers and AI-generated conclusions; the system applies quality control to AI outpu

Not a business yetNew application / serviceAI + BusinessAccounting and audit servicesUnder watch

Crux Analytics

A bank relationship manager covering small businesses opens Crux Analytics when deciding which small-business customers to pursue or are at risk of leaving, fee

Not a business yetAI transformationAI + BusinessBankingUnder watch

CtrlOps 1.0

An ops or small-team engineer opens it before a server change or release, hands server state and deployment scripts to the AI for auditing and deployment, and g

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityUnder watch

Cua-S1-4B GUI Decision Model

Developers building GUI automation hand a screenshot to this 4B model when they need to decide which interface element to act on and what action to take; it ret

Not a business yetOpen-source projectInfrastructureCross-market opportunityUnder watch

Custodea

A European SME owner opens it when business data is scattered across several systems and needs to be viewed and managed in one place. The AI takes the company's

Not a business yetAI transformationAI + BusinessProfessional servicesUnder watch

Decawork

Decawork offers enterprise IT admins a central control panel for internal AI agents and tools. Admins view and govern departmental AI usage; permission and audi

Not a business yetNew application / serviceAI + BusinessEnterprise managementCross-market opportunityUnder watch

DemoTV

When launching a product, marketers need a place where existing demo videos can reach the intended audience and where they can see which demos attract more atte

Not a business yetNew application / serviceAI + BusinessSoftware and IT servicesCross-market opportunityUnder watch

Demoverse

Public material only shows that Demoverse is an AI product co-creation startup that raised $600,000; who opens it at which work step, what material the AI recei

Not a business yetNew application / serviceAI + DevSoftware and internet servicesUnder watch

DeployHermes

DeployHermes targets development teams needing persistent coding agents, deploying AI as 'employees' with roles, memory, and skills. Users configure agents to a

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Desert Ant Labs

Public material only says it offers small specialized models for speech, text and vision; it does not say who opens it at which work step, what material goes in

Not a business yetNew application / serviceInfrastructureCross-market opportunityUnder watch

Design Studio by Monday Merch

When a brand or event organizer needs custom merch, the old path is designing in a graphics tool and then checking supplier by supplier which items can be print

Not a business yetNew application / serviceAI + CreativeRetailCross-market opportunityUnder watch

Devin Voice

When writing code, developers previously had to type a requirement as text and hand it to a coding agent. Devin Voice lets users speak the task and lets Devin c

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityUnder watch

Dictantor

Dictantor is a tool that records meetings privately on Apple devices and automatically transcribes them into text, enabling easy search and archival.

Not a business yetNew application / serviceAI + ProductivityEnterprise ServicesCross-market opportunityUnder watch

Diet Claude

Diet Claude is a tool that helps users avoid Claude's usage limits. It may work by optimizing prompts or managing usage to extend available time. Specific worki

Not a business yetNew application / serviceAI + ProductivitySoftware DevelopmentCross-market opportunityUnder watch

DiffuseDrive

Autonomous driving and robotics teams training perception models often lack data for rare or dangerous scenarios that are hard to capture in reality; DiffuseDri

Not a business yetNew application / serviceInfrastructureautonomous drivingUnder watch

Drum Track Master

For people making music: they feed an existing drum MIDI track into it for mastering and reconstruction and receive a rebuilt drum track; the processing paramet

Not a business yetOpen-source projectAI + CreativeMusic ProductionCross-market opportunityUnder watch

DungeonQ

When a security team spots a suspicious session, it diverts the attacker from real systems into a persistent decoy environment where AI generates and maintains

Not a business yetNew application / serviceInfrastructureCybersecurityCross-market opportunityUnder watch

Duvi

An SMB owner or independent site operator opens Duvi, enters their website URL, and the tool scrapes the site to generate an AI assistant that answers visitor q

Not a business yetNew application / serviceAI + BusinessRetailCross-market opportunityUnder watch

ETFBOOK

ETF data teams and investment researchers open it when they need to compile holdings, fees and performance material for one or a group of ETFs, feeding scattere

Not a business yetAI transformationAI + BusinessFinancial servicesUnder watch

Edgee Codex Compressor V2

When developers use Codex on long-context tasks, this compression layer shrinks the context before the request is sent, with the vendor claiming roughly 35.6% l

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Eggshell

When developers build agents that repeatedly call models, they hand past task records to Eggshell, which stores and reuses that memory locally so the agent does

Not a business yetNew application / serviceInfrastructureCross-market opportunityUnder watch

ElevenLabs

ElevenLabs offers AI voice generation and cloning services, where users input text or upload audio, and AI produces realistic speech or cloned voices for dubbin

Not a business yetNew application / serviceAI + LifeVoice technologyUnder watch

Ema

When operations or support teams face repetitive internal processes and customer requests, they open an "AI employee" product like Ema; the AI takes in business

Not a business yetAI transformationAI + BusinessEnterprise servicesUnder watch

Ema

When operations or support teams face backlogs of repetitive processes and customer requests, they use an "AI employee" product like Ema; the AI takes in busine

Not a business yetAI transformationAI + BusinessEnterprise servicesUnder watch

EnforceShield

IP enforcement staff at brands or law firms hand infringement leads — counterfeit listings or pirated content — to EnforceShield, which automates infringement d

Not a business yetNew application / serviceAI + BusinessLegal servicesUnder watch

Epilude Notetaker

For people who handle meeting content: during or after a meeting, they hand over audio and conversation material, and the AI transcribes and organizes it into m

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Epismo OS

Knowledge workers who frequently change AI tools open it when switching, working with the conversations and work accumulated in the previous tool; the public ma

Not a business yetNew application / serviceAI + Productivitysoftware and IT servicesCross-market opportunityUnder watch

Ex-DeepMind Robotics Startup

A robotics startup founded by ex-DeepMind engineers plans to let customers train robots through demonstrations or feedback for specific tasks. Specific product

Not a business yetNew application / serviceAI + LifeRoboticsUnder watch

Exein

Embedded and security engineers at device makers traditionally rely on periodic scans or after-the-fact patches to handle firmware and runtime anomalies. Exein

Not a business yetAI transformationInfrastructureIoT device manufacturingUnder watch

FINCHAL Financial Forecasting Challenge

FINCHAL is an AI vs human trading contest with a $2,000 prize, involving NVDA, BTC, gold, and oil. Participants make predictions, but specific rules, platform,

Not a business yetNew application / serviceAI + BusinessFinanceCross-market opportunityUnder watch

Fable Security

When an enterprise security or AI platform lead wants to let autonomous AI agents run internally, they must first deal with agent permissions, behaviour visibil

Not a business yetNew application / serviceAI + BusinessEnterprise Information SecurityUnder watch

Factory

Software engineering teams use AI coding tools such as Factory when writing and reviewing code, handing the codebase and a task description to the model to gene

Not a business yetNew application / serviceAI + DevSoftware and IT servicesUnder watch

Fal

Teams building generative media features such as images and video open an inference and model-hosting service like Fal to run model inference, wiring model call

Not a business yetNew application / serviceInfrastructureCloud Computing and InfrastructureUnder watch

Fambot

Fambot is an AI chief of staff for families. Parents use it to manage children's emails, calendars, school updates, and sports schedules. The AI receives this f

Not a business yetNew application / serviceAI + LifeFamily servicesUnder watch

Fearn

Public material only says Fearn uses AI to cut patent costs and raised $5.5M; it does not say at which step a user opens it, what material the AI receives, whic

Not a business yetNew application / serviceAI + BusinessLegal servicesUnder watch

Featured

When PR or marketing staff need press coverage for a brand, they open Featured to handle pitch copy: the AI takes brand and journalist context, generates and bu

Not a business yetNew application / serviceAI + BusinessPublic relations and media communicationsUnder watch

Figo

A product that claims to track every move competitors make, aimed at marketing or operations staff who must watch rivals continuously. Which channels it monitor

Not a business yetNew application / serviceAI + BusinessMarketingCross-market opportunityUnder watch

Filevine

Filevine introduced an AI case law citator and hallucination checker within its legal workflow. When lawyers draft legal documents or search for precedents, the

Not a business yetAI transformationAI + BusinessLegal servicesUnder watch

Flam

Flam is an AI interactive-content company; public reporting only states it raised a $40 million Series B led by QED Investors. What inputs it takes, what it del

Not a business yetNew application / serviceAI + CreativeMarketing and AdvertisingUnder watch

Flam

Public material only shows an AI startup that closed a $40 million Series B; who opens it at which content-production step, what material the AI receives and wh

Not a business yetNew application / serviceAI + CreativeMedia and EntertainmentUnder watch

Flicka

People preparing a product launch need a demo asset they can drop straight onto a landing or launch page, which used to mean screen recording, editing and voice

Not a business yetNew application / serviceAI + DevSoftware and internet servicesCross-market opportunityUnder watch

Floot MCP

A solo developer or small team describes a requirement inside Claude or ChatGPT, and Floot MCP takes that conversation content and performs the build-and-ship a

Not a business yetNew application / serviceAI + DevSoftware and internet servicesCross-market opportunityUnder watch

Fluidstack

Fluidstack is an AI startup providing GPU cloud infrastructure, recently valued at $18B. Product details and customer workflows need verification.

Not a business yetNew application / serviceInfrastructureCloud ComputingUnder watch

Foleyfy

When indie game developers need sounds such as footsteps or doors, they record or supply everyday audio and Foleyfy processes it into sound packs that drop stra

Not a business yetNew application / serviceAI + CreativeGamingCross-market opportunityUnder watch

Folio

Designed for long-form readers, Folio collects saved web articles, formats them into a curated typeset digest, and sends it directly to e-readers for offline re

Not a business yetNew application / serviceAI + ProductivityDigital PublishingUnder watch

FrameSketch

An editor or coach opens it while reviewing footage frame by frame, scrubs to the target frame and sketches directly on the image to explain a motion, tactic or

Not a business yetNew application / serviceAI + Creativefilm and video productionCross-market opportunityUnder watch

Freda

Public material only says Freda was founded by Tink's founders and is bootstrapped; it does not say who opens it at which work step, what material the AI receiv

Not a business yetNew application / serviceAI + BusinessFinancial technologyUnder watch

FreightScout

FreightScout is a logistics technology company that won the 2026 Jacksonville Venture Competition. Specific product features, target users, and AI applications

Not a business yetNew application / serviceAI + BusinessLogistics and transportationUnder watch

FriendnPal

Public material only says FriendnPal is building an AI-powered mobile therapy service in Nigeria; who the users are, at which point they open it, what material

Not a business yetNew application / serviceAI + LifeMental health servicesUnder watch

FrontierAgent Demo

FrontierAgent Demo is a demo that runs ReAct and Agent Team in the browser. Developers can experience agent behavior, but specific features, use cases, and deli

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Fundly.ai

Fundly.ai is an AI startup for B2B pharma distribution, but its specific features and workflow are not yet public. It may assist sales teams with customer follo

Not a business yetNew application / serviceAI + BusinessPharmaceuticalUnder watch

GLiNER2.5 Multi — Zero-Shot Information Extraction

GLiNER2.5 Multi is a zero-shot information extraction tool supporting entity, classification, and relation extraction. Developers input text, AI extracts struct

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Galactic Receipt Scanner

Expense or bookkeeping staff open it while sorting paper receipts and use the phone camera to capture slips hands-free in sequence; AI reads the receipt details

Not a business yetNew application / serviceAI + ProductivityRetailCross-market opportunityUnder watch

GameToMac

A Mac user who wants to play a given Windows game locally opens it, and AI handles compatibility-layer configuration and the runtime environment; the user ends

Not a business yetNew application / serviceAI + DevGamingCross-market opportunityUnder watch

Gamindo

When corporate training or HR teams need to turn existing compliance, onboarding and other internal material into training employees will actually complete, the

Not a business yetAI transformationAI + Businesscorporate trainingUnder watch

Geekplus

Warehouse and logistics teams deciding on robot automation previously judged from vendor proposals and peer cases, or ran a small pilot; Geekplus offers a lab e

Not a business yetAI transformationAI + BusinesslogisticsUnder watch

Gestala

Gestala is an Asian startup with undisclosed business and product details. It gained attention for leading funding rounds, but public info is insufficient to de

Not a business yetNew application / serviceAI + BusinessEnterprise ServicesUnder watch

Gimlet

Gimlet is an Andreessen Horowitz-backed AI startup valued at $3 billion. Specific product features, target users, and workflows are not disclosed in the materia

Not a business yetNew application / serviceGeneral assistantsUnder watch

Gimlet

Gimlet is an Andreessen-backed AI startup with a latest valuation of US$3 billion. The report does not specify its product features, target users, or workflows;

Not a business yetNew application / serviceAI + BusinessUnder watch

GitWarren

GitWarren lets developers review uncommitted code with their coding agents before committing. AI receives the pending changes and runs a review pass, surfacing

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

God’s Eye View

Users simulate spy satellite view in browser with real data. Specific features, inputs, and deliverables pending verification.

Not a business yetNew application / serviceAI + LifeAerospaceCross-market opportunityUnder watch

GoodLads

AI-powered Google Ads growth manager that automates optimization, provides real-time budget and conversion analysis, boosts ROI, and offers competitor insights

Not a business yetNew application / serviceAI + BusinessAdvertisingCross-market opportunityUnder watch

Google CC

When family members arrange shared schedules, divide chores, or coordinate trips, they share calendars and lists with Google's experimental agent CC, which make

Not a business yetNew application / serviceAI + LifeHousehold and family servicesUnder watch

Gradial

The candidate material only places Gradial under AI agents for marketing operations; who opens it at which step, what material the AI receives and what delivera

Not a business yetNew application / serviceAI + BusinessMarketingUnder watch

Granola

The candidate material only says Granola is moving from an individual meeting-note and transcription tool toward an enterprise knowledge layer; the meeting step

Not a business yetAI transformationAI + ProductivityBusiness ServicesUnder watch

GreyOrange

When order waves and robot scheduling collide, warehouse operations teams feed orders, inventory, and robot status into GreyOrange's orchestration system, which

Not a business yetAI transformationAI + BusinessLogisticsUnder watch

Grimo AI

A user speaks a passage after a meeting or while commuting; the product splits out to-dos, schedule items and notes and writes them into a task list, calendar a

Not a business yetNew application / serviceAI + ProductivityWorkplace ProductivityCross-market opportunityUnder watch

Grok Bot

Grok Bot is a programming assistant that, according to a review, offers programming power comparable to OpenClaw but at a different abstraction level, making it

Not a business yetNew application / serviceAI + DevSoftware DevelopmentUnder watch

Grove

Grove is a terminal application for developers, enabling collaboration between human and AI agents within the same terminal interface. Developers open the termi

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

H3 Max by fal

H3 Max is a video generation model offered by fal, targeting creators needing high-quality video footage. Users input text or images, and the model generates vi

Not a business yetNew application / serviceAI + CreativeFilm & Video ProductionCross-market opportunityUnder watch

H3-World

H3-World is an open-source world model demo where users navigate an AI-generated environment in real time using WASD and camera keys. It takes keyboard input to

Not a business yetOpen-source projectAI + LifeGamingCross-market opportunityUnder watch

HEVN U.S.

HEVN U.S. provides non-US companies with US bank accounts to hold USD and pay globally through US sponsor banks. Users sign up to get US account details for rec

Not a business yetNew application / serviceAI + BusinessFintechCross-market opportunityUnder watch

HOP 3.0

Developers building multi-agent or trusted-execution scenarios adopt HOP 3.0, where the framework takes agent-to-agent communication and collaboration definitio

Not a business yetOpen-source projectInfrastructuresoftware and IT servicesUnder watch

HamsterBase Tasks

After finishing a first code version, an indie developer fills review items into a HamsterBase Tasks checklist and hands the list ID to an AI; the AI works thro

Not a business yetOpen-source projectAI + ProductivitySoftware and IT servicesCross-market opportunityUnder watch

Harbor

Individual users who keep notes and documents long term open Harbor when migrating off Evernote, importing existing notes and continuing to write. The candidate

Not a business yetNew application / serviceAI + ProductivitySoftware and internet servicesCross-market opportunityUnder watch

Harness Manager

For developers running several AI coding tools at once: when multiple coding assistants are installed locally and switching between them or editing their settin

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityUnder watch

Heidi

Public material only identifies Heidi as an AI documentation company serving healthcare that closed a new funding round; it does not say at which encounter step

Not a business yetNew application / serviceAI + ProductivityHealthcareUnder watch

Heidi

Clinicians open it during a consultation, feed the doctor-patient conversation in as source material, and the AI transcribes it into a draft medical note that t

Not a business yetNew application / serviceAI + ProductivityHealthcareUnder watch

Heidi Health

A clinician opens it during a consultation; the AI takes the doctor-patient conversation audio and turns it into a structured clinical note draft, which the cli

Not a business yetAI transformationAI + ProductivityHealthcareUnder watch

Hellome

When enterprises push AI projects into production, forward-deployed engineers use the Hellome platform to connect directly to agent capabilities, compressing a

Not a business yetAI transformationAI + BusinessEnterprise software and IT servicesUnder watch

Hex

After finishing queries and modeling, data analysts previously had to manually turn results into charts and briefing materials; Hex's data agents take analysis

Not a business yetAI transformationAI + BusinessData analytics servicesUnder watch

Hiasynth

Hiasynth builds a 1:1 synthetic model of Europe's population, queryable by AI. Users, such as market researchers or policy analysts, input questions about popul

Not a business yetNew application / serviceAI + BusinessMarket ResearchUnder watch

Higgsfield

When marketing or content teams need batches of short-video assets before a campaign, they open Higgsfield, feed in a script or reference frame, and AI generate

Not a business yetNew application / serviceAI + CreativeAdvertising and marketingUnder watch

Higgsfield AI

The candidate material only says Higgsfield AI makes video ad creation easier for small businesses and that it brought new creative tools to market faster using

Not a business yetNew application / serviceAI + CreativeAdvertising and marketingUnder watch

Higgsfield Genjutsu

Higgsfield Genjutsu is an AI video tool that lets users recast motion with their own characters, locations, and products. It takes user-provided assets to gener

Not a business yetNew application / serviceAI + CreativeFilm & Video ProductionCross-market opportunityUnder watch

Holon

Office staff open it when a multi-step task needs to keep moving, and AI agents perform actions and follow up on later steps; the user ends up with an advanced

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityUnder watch

Hum to Song

An independent musician or short-video creator with only a hummed melody opens it, hands the hummed audio to the model, which fills in arrangement and vocals to

Not a business yetOpen-source projectAI + CreativeMusic productionCross-market opportunityUnder watch

Hyper3D

A 3D scene artist or architectural visualization designer receiving a one-line housing brief would normally hand-build walls, place furniture, tune lighting in

Not a business yetNew application / serviceAI + CreativeArchitectureUnder watch

Hyperprobe

Hyperprobe allows AI agents to debug production environments without redeploying. Developers or DevOps trigger debugging, and the AI agent performs diagnostics

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

ICE-012-Audio TTS

ICE-012-Audio TTS is an open-source multilingual text-to-speech and voice cloning tool. It takes text and reference audio to generate target speech for dubbing

Not a business yetOpen-source projectAI + CreativeMediaCross-market opportunityUnder watch

IDRAJ

IDRAJ is a Saudi AI startup that just raised pre-seed funding, but public materials do not describe its specific product or service. Company name and funding ar

Not a business yetNew application / serviceAI + BusinessUnder watch

IFAH

IFAH provides instruments for composing and experiencing sound as a space. Music producers or sound designers can use these instruments to create and experience

Not a business yetNew application / serviceAI + CreativeMusic CreationCross-market opportunityUnder watch

IPTAG

Public material only shows this is an AI designer-toy brand that raised a tens-of-millions strategic round; it does not say at which step users open it, what ma

Not a business yetNew application / serviceAI + LifeDesigner toy retailUnder watch

Icelandic OCR Leaderboard

A team digitising Icelandic documents opens this leaderboard when choosing a model; it runs several OCR and vision-language models over the same Icelandic mater

Not a business yetOpen-source projectInfrastructureSoftware and IT servicesCross-market opportunityUnder watch

Ieltswriting

IELTS candidates open it while practising writing, submit a finished essay, and receive model-generated corrections and feedback as a revision reference; public

Not a business yetNew application / serviceAI + ProductivityEducation and trainingCross-market opportunityUnder watch

Incredible Health

Hospital recruiting managers and nurse recruiters filling nursing vacancies used to screen resumes and contact candidates one by one; Incredible Health reverses

Not a business yetAI transformationAI + BusinessHealthcareUnder watch

Inline

Inline is a multiplayer collaboration tool that integrates AI with teammates and friends in one workspace. The specific workflow, inputs, outputs, and deliverab

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityUnder watch

Instinct

A consumer-facing AI agent product; public material only shows it is in talks for a large funding round and that users reported slower responses. Which daily mo

Not a business yetNew application / serviceGeneral assistantsUnder watch

Instinct

Instinct is a personal AI app reported to be facing a compute crunch that could lead to new funding. What materials it takes in, what actions it performs, and w

Not a business yetNew application / serviceGeneral assistantsUnder watch

Instinct

When an individual needs to book a restaurant or cancel a subscription, Instinct or Meta's Muse can place the call and handle the conversation to complete the b

Not a business yetNew application / serviceGeneral assistantsFood serviceUnder watch

Instinct

Instinct is a developer of AI assistants targeting software development scenarios, helping engineers get AI assistance in coding, debugging, or code review. Spe

Not a business yetNew application / serviceGeneral assistantsSoftware DevelopmentUnder watch

Instinct

Instinct is an AI assistant app for individual users, with specific features and workflows undisclosed. It gained attention for viral growth and massive funding

Not a business yetNew application / serviceGeneral assistantsConsumerUnder watch

IntellAgents.io

For customer service or sales teams handling calls, live chats and social DMs at once: when inquiries arrive from several channels, they open it and AI agents p

Not a business yetNew application / serviceAI + BusinessCustomer service and call centersCross-market opportunityUnder watch

Intellect AI

Wholesale insurance brokers handling applications, underwriting documents and quote correspondence use Intellect AI's automation tools to process submissions an

Not a business yetAI transformationAI + BusinessInsuranceUnder watch

Intron Sahara

Intron Sahara v2.5 is a voice AI product for the African market, with specific features, use cases, and deliverables still to be verified. It may serve speech r

Not a business yetNew application / serviceAI + LifeTelecommunicationsUnder watch

Ip

People running cross-border e-commerce, multi-account advertising or network operations open it when accounts get risk-flagged or AI platform access fails, hand

Not a business yetOpen-source projectAI + DevCross-border e-commerceCross-market opportunityUnder watch

Irodori-TTS v4.1 Anime

A Japanese speech synthesis model for anime voice actors and video creators, taking text or reference audio to output anime-style speech or cloned voices; speci

Not a business yetOpen-source projectAI + CreativeContent CreationCross-market opportunityUnder watch

Jackalope

Developers open it when running several coding agents at once, placing Codex, Claude Code, Grok and OpenCode that used to live in separate terminal sessions int

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityUnder watch

Jarvis Private LLM

Jarvis Private LLM is a private LLM space on public model community Spaces that offers customizable model deployment.

Not a business yetOpen-source projectAI + DevCross-market opportunityUnder watch

JetStream Security

An enterprise security or compliance lead preparing to let autonomous agents into internal systems uses JetStream Security to govern and observe those agents, s

Not a business yetNew application / serviceAI + BusinessInformation securityUnder watch

Jev

Software engineers open it while building automation flows, handing judgement conditions that used to live in code or rule tables to AI, which returns structure

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityUnder watch

Jev Wrapped

For readers and advertisers following or buying placements in Telegram channels: before deciding whether to keep subscribing or buying, they feed a channel's co

Not a business yetNew application / serviceAI + Productivitymedia and contentCross-market opportunityUnder watch

Jevtown

Before publishing a post, a content creator or social media operator hands the draft to Jevtown, which simulates 10,000 AI readers reacting to it, and receives

Not a business yetNew application / serviceAI + CreativeMarketing and advertisingCross-market opportunityUnder watch

Joget

Joget Agent Lab is a no-code platform that lets business users build AI agents through a visual interface. It takes business process definitions and generates e

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Jottoo

After a meeting, a project manager or team lead has to turn verbal commitments in the meeting notes into to-dos and follow up on each one. Jottoo takes meeting

Not a business yetNew application / serviceAI + ProductivityProfessional servicesCross-market opportunityUnder watch

Joyland AI

Joyland AI is an AI role-playing and companionship platform where users interact with AI characters, supporting custom characters and NSFW content. Specific wor

Not a business yetNew application / serviceAI + LifeEntertainmentUnder watch

Jupitrr Cut

Open-source video recording app with integrated teleprompter, supporting multi-camera capture and real-time subtitles, ideal for content creators and streamers.

Not a business yetNew application / serviceAI + CreativeContent CreationCross-market opportunityUnder watch

KAVIA AI

Enterprise software engineering teams open it during requirements breakdown, coding and testing, feeding existing codebases and requirement descriptions to the

Not a business yetNew application / serviceAI + DevSoftware and IT servicesUnder watch

KV Image to Clip

When creators need to turn a still image into a short video clip, they feed the image into this open-source demo space, where the Wan 2.2 model with KV adapters

Not a business yetOpen-source projectAI + CreativeFilm and Video ProductionCross-market opportunityUnder watch

KasbahTTS-V1

For content makers who need Algerian Darija speech: instead of hiring dialect voice actors or recording themselves repeatedly, they feed Darija text into this d

Not a business yetOpen-source projectAI + CreativeMedia and content productionCross-market opportunityUnder watch

Keewano

Public material only says Keewano launched an agent-focused database and raised $12M; it does not say who uses it at which work step, what data the AI takes in,

Not a business yetNew application / serviceInfrastructureUnder watch

Kev

When forecasting, risk or research staff need a comparable probability judgement, they enter typed questions into Kev and receive calibrated probability output;

Not a business yetOpen-source projectInfrastructureCross-market opportunityUnder watch

Keysake

Native Chinese speakers open it while typing in daily work; the Chinese they type is converted into English phrasing, and they get a usable English sentence plu

Not a business yetNew application / serviceAI + ProductivityLanguage EducationCross-market opportunityUnder watch

Kirokune

A site safety officer or shift supervisor opens Kirokune on an iPhone right after an incident or near miss and captures it as a work incident note without creat

Not a business yetNew application / serviceAI + ProductivityConstruction and engineeringCross-market opportunityUnder watch

Kit by Speakeasy

Kit by Speakeasy is a coding agent runtime based on Claude, offering fast and low-cost code generation.

Not a business yetNew application / serviceAI + DevCross-market opportunityUnder watch

Knockin'

Knockin' turns a static bio into an AI business card that can reply. After setup, visitors can chat with the card to get contact or intro info. Specific workflo

Not a business yetNew application / serviceAI + LifePersonal brandingCross-market opportunityUnder watch

Kodro

Beginner programmers open Kodro offline or in a classroom and write Python code that drives robots, practising programming through immediate feedback. Public ma

Not a business yetNew application / serviceAI + ProductivityEducationCross-market opportunityUnder watch

Kontext

Once enterprises connect AI agents to internal systems, security engineers need to monitor what those agents call and do while they run, not only check them bef

Not a business yetNew application / serviceInfrastructureInformation SecurityUnder watch

Kopai

Kopai describes itself as the cloud for AI agents, providing deployment and runtime environments. Specific features, target users, and deliverables still to be

Not a business yetNew application / serviceInfrastructureCross-market opportunityUnder watch

Koreshield

A support operations or compliance person opens it after AI support agents go live, hands over the agents' conversations and handling traces, and gets security

Not a business yetNew application / serviceAI + BusinessCustomer serviceCross-market opportunityUnder watch

KsyjaRealistic Fast

An illustrator or visual creator opens it when realistic-style images are needed, enters a prompt, and a model based on Illustrious generates realistic images o

Not a business yetOpen-source projectAI + CreativeContent and mediaCross-market opportunityUnder watch

LTX 2.3 · 10Eros I2V · Shared lora library + CivitAI + scene continuation + identity lock

LTX 2.3 10Eros I2V is an open-source image-to-video model supporting shared LoRA libraries, CivitAI integration, scene continuation, and identity lock, with aud

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCross-market opportunityUnder watch

Lead Sparker

Sales or business development staff preparing a client pitch or outreach material hand over a target brand's URL, and the AI compiles it into a ready-to-send in

Not a business yetNew application / serviceAI + BusinessMarketing and AdvertisingCross-market opportunityUnder watch

Legora

Legal teams use Legora during litigation support and e-discovery to ingest case records and search queries, analyzing contractual evidence to deliver structured

Not a business yetNew application / serviceAI + BusinessLegal ServicesUnder watch

Legora

Legora is an AI tool for financial and legal document review. Users upload contracts, statements, and other files; the AI automatically extracts key information

Not a business yetAI transformationAI + BusinessFinanceUnder watch

Legora

Legora is a legal tech company that chooses not to build its own model but integrates existing ones. Specific product features, workflows, and deliverables are

Not a business yetNew application / serviceAI + BusinessLegalUnder watch

LightTrans

Developers input Chinese prompts into this open-source tool, which outputs both a faithful English translation and an English prompt optimized for LLM understan

Not a business yetOpen-source projectAI + ProductivitySoftware DevelopmentUnder watch

Linguo Translate

A macOS user opens it while working through foreign-language documents or pages, hands the text to an offline model or cloud AI translation, and gets the transl

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Listen Labs

Public material only identifies Listen Labs as an AI customer research company that Salesforce may acquire for about $2 billion; it does not say who opens it, a

Not a business yetNew application / serviceAI + BusinessSoftware and IT servicesUnder watch

Listen Labs

Public material only repeats that Listen Labs is an AI customer research company that Salesforce may acquire for about $2 billion; it does not say who opens it,

Not a business yetNew application / serviceAI + BusinessSoftware and IT servicesUnder watch

Local Model Explorer

Before running an open-source model locally, an individual developer or small team must judge whether a given GGUF quant fits their GPU, Mac or CPU memory. The

Not a business yetOpen-source projectInfrastructureCross-market opportunityUnder watch

Logibot

When a logistics warehouse needs temporary extra hands for moving or sorting, it has historically relied on temp-work agencies and on-site shift planning; Logib

Not a business yetNew application / serviceAI + ProductivityLogisticsUnder watch

Loora

Professionals preparing for English interviews, meetings or daily speaking use it to hold conversations with an AI and receive pronunciation and phrasing feedba

Not a business yetNew application / serviceAI + LifeLanguage educationUnder watch

LoupeKit

LoupeKit is a browser extension or tool that shows what any page is built with and how much of it is AI. Users input a URL, and the tool analyzes the page's tec

Not a business yetNew application / serviceAI + BusinessWeb DevelopmentCross-market opportunityUnder watch

Lubb

Lubb is an app that provides realistic heartbeat sounds to help users fall asleep, playing heartbeat sounds to relax and sleep. Specific features include variou

Not a business yetNew application / serviceAI + LifeHealthCross-market opportunityUnder watch

Lucid Train

Lucid Train generates system design for new or existing codebases. Developers input code or requirements, and it outputs architecture design documents, though s

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Lull

A user types what is on their mind into Lull, which writes a meditation from it for listening or reading. The exact output form, whether it is voiced, and any h

Not a business yetNew application / serviceAI + LifeMental HealthCross-market opportunityUnder watch

Lumiko

People recording tutorials or product demos open Lumiko with raw screen footage; it decides which areas to emphasize and applies zoom and pan automatically, pro

Not a business yetNew application / serviceAI + CreativeSoftware and Internet ServicesCross-market opportunityUnder watch

Lyrimuse

Lyrimuse is a macOS app that provides word-synced lyrics display for music playback and automatically selects the matching lyrics version. Users open it while u

Not a business yetNew application / serviceAI + LifeMusicCross-market opportunityUnder watch

Lyte

Lyte is a physical AI startup building sensing and perception technology for robots. Its AI receives environmental sensor data, performs object recognition, loc

Not a business yetNew application / serviceInfrastructureRoboticsUnder watch

Lyte

Lyte provides solutions to improve robot perception accuracy. It receives sensor data and processes it to deliver more accurate perception results, but specific

Not a business yetNew application / serviceInfrastructureRoboticsUnder watch

Lyte AI

Lyte AI provides solutions to improve robot perception accuracy. It receives sensor data and processes it to deliver more accurate perception results, but speci

Not a business yetNew application / serviceInfrastructureRoboticsUnder watch

MBody AI Orchestrator

MBody AI Orchestrator is an enterprise-grade AI orchestration tool that helps businesses deploy and manage multiple AI models within existing workflows. Specifi

Not a business yetNew application / serviceAI + BusinessEnterprise SoftwareUnder watch

MCP-Builder.ai

MCP-Builder.ai is a tool for connecting your data with your AI tools, possibly by building MCP servers or configuring data sources. Users connect data sources,

Not a business yetNew application / serviceInfrastructureSoftware DevelopmentCross-market opportunityUnder watch

MRH Trowe

Compliance and IT staff at an insurance brokerage, needing hundreds of employees to use AI agents while meeting German financial-sector data-residency and permi

Not a business yetAI transformationAI + BusinessInsurance brokerageUnder watch

MaSoN Change Detection

Analysts comparing two dates of satellite or aerial imagery for one area open this demo, feed the before-and-after images to the model, and receive the location

Not a business yetOpen-source projectInfrastructureSurveying and geospatial informationCross-market opportunityUnder watch

MacSentinel

Mac users open it when their machine slows down or the disk fills up; the tool scans system state, identifies the processes or files dragging performance down,

Not a business yetNew application / serviceAI + ProductivityPersonal computer maintenanceCross-market opportunityUnder watch

Magentic

Operations staff at industrial companies have historically moved information by hand between multiple internal systems when handling scheduling, work orders, eq

Not a business yetAI transformationAI + BusinessIndustrial manufacturingUnder watch

Mantle

After writing business logic, backend developers usually still hand-build an admin interface and separately expose MCP endpoints for AI callers. Mantle lets a d

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityUnder watch

Manus

Public material only shows Manus's funding and listing intent; it does not state who opens it at which work step, what material the AI receives, what action it

Not a business yetNew application / serviceGeneral assistantsUnder watch

Marqly 6.0

When users need to find something again in the web pages they have bookmarked over time, they open Marqly and query their bookmark library with AI, receiving bo

Not a business yetNew application / serviceAI + ProductivityPersonal knowledge managementCross-market opportunityUnder watch

Mastra

Application teams use it when wiring large models into their own business systems, writing agent flows, tool calls and state management as code and running them

Not a business yetOpen-source projectAI + DevSoftware and information servicesUnder watch

Maven Robotics

Warehouse managers use Maven Robotics during material transport automation to process job orders and sensor data, coordinating autonomous robots to execute sort

Not a business yetNew application / serviceAI + ProductivityLogistics & WarehousingUnder watch

Mecka AI

Public material only shows Mecka AI in funding talks at roughly a $500M valuation led by Sequoia, in robot training data; who opens it at which work step, what

Not a business yetNew application / serviceInfrastructureRoboticsUnder watch

Melody Flip

Melody Flip is a generative AI music plug-in by Roland, used inside digital audio workstations (DAWs). Music producers select from about 250 genre-sorted 'Palet

Not a business yetNew application / serviceAI + CreativeMusic productionCross-market opportunityUnder watch

MeshEdit

A game artist or indie developer working on character and prop assets opens a browser, imports or creates a model, and has the tool handle modelling, rigging an

Not a business yetNew application / serviceAI + CreativeVideo gamesCross-market opportunityUnder watch

Message Album

Message Album lets users save one iMessage conversation as a private offline album. Users select a conversation, and the app organizes it into an album format f

Not a business yetNew application / serviceAI + LifePersonal LifeCross-market opportunityUnder watch

Meta Muse

According to the column, users make personal-task requests to Meta's Muse assistant in conversation, for example help setting health-related items, and the assi

Not a business yetNew application / serviceGeneral assistantsUnder watch

Meta Muse

On September 23, 2026, Meta announced that Muse agents gain their own email addresses for carrying out tasks and that users can video chat with Muse. Public mat

Not a business yetNew application / serviceGeneral assistantsUnder watch

Meta Muse

For users running the macOS Meta Muse app, locally running code could exploit an undocumented setting to redirect Muse's transcription processing, letting an at

Not a business yetNew application / serviceAI + ProductivitySoftware and Information SecurityUnder watch

Meta Muse

Ordinary users open Meta Muse on their phone and ask everyday questions or tasks in conversation, receiving answers or agent-style actions. The candidate materi

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityUnder watch

Meta Muse

When individuals handle schedules, messages and notes on a Mac, Muse's desktop app can read content from Messages, Calendar and Notes and have the assistant sum

Not a business yetNew application / serviceGeneral assistantsSoftware and internet servicesCross-market opportunityUnder watch

MetaNovas Orphic

When a CPG brand's formulation or product team pushes a new formula toward shelf, it normally hands work back and forth between formulation, compliance, packagi

Not a business yetNew application / serviceAI + BusinessConsumer packaged goods manufacturingUnder watch

Metris Energy

Public material only states that Metris Energy, based in London, raised EUR 4.35 million to scale an AI platform for managing renewable energy assets; who opens

Not a business yetAI transformationInfrastructureRenewable energyUnder watch

Microduck

A desktop-scale robot for hobbyists and families: users open it at home or in a classroom and use its preloaded interaction and programming interfaces to make t

Not a business yetNew application / serviceAI + Lifeconsumer electronicsUnder watch

Microduck

A tiny open-source biped robot that users can train themselves. It may be used for education or entertainment, but specific features and training process are ye

Not a business yetNew application / serviceAI + LifeEducationCross-market opportunityUnder watch

Mindsee

After registration, users receive generation credits and input prompts into Mindsee to generate images; the deliverable is an AI-generated image, though the spe

Not a business yetNew application / serviceAI + CreativeDesignCross-market opportunityUnder watch

Ming-Image 0.1 Design

When a designer receives a UI, infographic or poster brief, they hand the text description to Ming-Image 0.1 Design, which generates a first-pass image in the c

Not a business yetOpen-source projectAI + CreativeDesign servicesCross-market opportunityUnder watch

MiniCPM5 WebGPU

Knowledge workers and developers can run lightweight LLM inference directly in the browser via WebGPU, executing natural language commands to generate web pages

Not a business yetOpen-source projectAI + ProductivityGeneral SoftwareCross-market opportunityUnder watch

MiniMax H3 Fun ControlNet Union

MiniMax H3 Fun ControlNet Union is an open-source space for control-video and prompt-to-video with sound. Users input control signals and prompts, generating vi

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCross-market opportunityUnder watch

MiniMax H3 Turbo LoRA

Short-video or advertising creators who need a sound-bearing clip feed text or footage into this LoRA demo space built on MiniMax H3 Turbo, and the model output

Not a business yetOpen-source projectAI + CreativeFilm and short-video productionCross-market opportunityUnder watch

MiniMax-H3 4-Step FlashGen LoRA

MiniMax-H3 4-Step FlashGen LoRA is an open-source text-to-video and audio model with 4-step inference acceleration. Creators input text prompts, and the model g

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCross-market opportunityUnder watch

Minicart

An independent store owner opens it while setting up or running a shop, instead of handling listing, order follow-up and other chores by hand. Per the available

Not a business yetNew application / serviceAI + BusinessE-commerce and retailCross-market opportunityUnder watch

Mise

For people cooking at home, it is opened when planning a multi-dish meal: the user enters the dishes or dietary preferences, and the system sequences when each

Not a business yetNew application / serviceAI + LifeHome cookingCross-market opportunityUnder watch

Moji

Aimed at people who need to read Markdown files, it replaces converting .md documents into PDF or a web page before reading. Public material only states that it

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Moonshot AI

Moonshot AI is the developer of Kimi, a conversational AI assistant for Chinese users. When users need information retrieval, document processing, or creative a

Not a business yetNew application / serviceGeneral assistantsArtificial IntelligenceUnder watch

Moonshot AI

Moonshot AI is the company behind the Kimi assistant. Kimi handles long-context inputs, allowing users to upload documents or links, and returns summaries and a

Not a business yetNew application / serviceGeneral assistantsArtificial IntelligenceUnder watch

Morsa Signals

A marketing or growth lead at a developer-tool company opens it while working on acquisition and brand exposure, instead of tracking channel and content perform

Not a business yetNew application / serviceAI + BusinessSoftware and developer toolsCross-market opportunityUnder watch

MosMos

For people who must keep producing written text before, during and after meetings: the user speaks, and the product turns speech into usable written text for pr

Not a business yetNew application / serviceAI + ProductivityProfessional servicesCross-market opportunityUnder watch

Mosaic

Underwriters at insurers handling specialty SME program business previously read submissions, risk questionnaires and loss history by hand before deciding wheth

Not a business yetAI transformationAI + BusinessInsuranceUnder watch

Mosaic Insurance HALO

Underwriters at Mosaic Insurance handling SME specialty policies previously had to gather submission documents, compare risk information and decide case by case

Not a business yetAI transformationAI + BusinessInsuranceUnder watch

Mossy

Mossy is a desk plant that wilts when you need a break. It may use sensors to monitor user work status, but specific mechanisms and deliverables are undisclosed

Not a business yetNew application / serviceAI + LifeWorkplace ProductivityCross-market opportunityUnder watch

MuLaCover

When an independent musician or cover-song hobbyist wants to turn their own lyrics and a reference audio clip into a finished cover, they open this demo space,

Not a business yetNew application / serviceAI + CreativeMusicCross-market opportunityUnder watch

Muse

For individuals working with local files and everyday apps on a Mac: after a user states a task, Muse reads files on the computer and operates the relevant apps

Not a business yetNew application / serviceGeneral assistantsUnder watch

Muse

Public material only states that Meta's new AI app Muse topped charts and drew strong early reviews; who opens it in which scenario, what material the AI ingest

Not a business yetNew application / serviceGeneral assistantsConsumer internetCross-market opportunityUnder watch

Muse

Public material only states that Meta's new AI app Muse topped charts and drew positive reviews; users, scenarios, the material the AI ingests and the deliverab

Not a business yetNew application / serviceGeneral assistantsConsumer internetCross-market opportunityUnder watch

MuseCool

A music teacher or student opens it around lesson and practice time, working with teaching material that has traditionally been passed down by word of mouth and

Not a business yetNew application / serviceAI + LifeMusic educationUnder watch

Narrative

The candidate material only states that Narrative is an AI-first video editor where users describe edits and refine them in chat; what footage it takes in, what

Not a business yetNew application / serviceAI + CreativeFilm & Video ProductionCross-market opportunityUnder watch

Navana.ai

Public material only shows Navana.ai is a voice AI startup that closed a Series A; it does not say who opens it at which work step, what material the AI receive

Not a business yetNew application / serviceGeneral assistantsUnder watch

Navana.ai

Navana.ai is an Indian voice AI startup. Specific product features, target users, and delivery processes are not yet detailed in public sources. The funding new

Not a business yetNew application / serviceAI + BusinessEnterprise ServicesUnder watch

Necklace Virtual Tryon

An AI virtual try-on tool for Indian jewellery, powered by FLUX.2. Users upload a photo or select a necklace style, and the AI renders the necklace onto the use

Not a business yetNew application / serviceAI + LifeJewelry retailUnder watch

Neopress

Independent site owners or content operators who need to build and keep updating a website describe their needs in chat and let AI generate and adjust site cont

Not a business yetNew application / serviceAI + CreativeWebsite buildingCross-market opportunityUnder watch

Nepotism Network

For people who want introductions or opportunities through chains of acquaintances: the user supplies their own network, and the product looks for reachable tar

Not a business yetNew application / serviceAI + BusinessRecruiting and talentCross-market opportunityUnder watch

NiubiGEO

Brand or growth staff would open it when checking whether their content is cited in generative answers, working with brand content and AI answer outputs; the ca

Not a business yetOpen-source projectAI + BusinessMarketing and advertisingCross-market opportunityUnder watch

Noetive

An AI company targeting factories and logistics, claiming to apply self-improving AI to production-line and transport data. Who opens it at which work step, wha

Not a business yetAI transformationAI + BusinessManufacturingUnder watch

O-ID

When production lines or warehouses face repetitive handling and loading tasks, site leads bring in O-ID's modular humanoid robots; the robots take on-site task

Not a business yetNew application / serviceAI + BusinessIndustrial manufacturingUnder watch

OB Toolbox

When Obsidian users find a Markdown table with rows and columns in the wrong orientation, they open this community plugin, which swaps rows and columns and retu

Not a business yetNew application / serviceAI + ProductivityPersonal knowledge managementUnder watch

Oats

People in meetings, especially teams wary of sending recordings off-device, run it during the call; a local model turns speech into text and drafts meeting note

Not a business yetOpen-source projectAI + ProductivityProfessional servicesCross-market opportunityUnder watch

Offloop

Offloop is a shared workspace where people and AI agents collaborate. Specific workflows, AI actions, and deliverables are undisclosed and need verification.

Not a business yetNew application / serviceGeneral assistantsGeneral OfficeCross-market opportunityUnder watch

Omarchy

Omarchy is a malleable operating system for the age of agents, where users can run and manage AI agents. It takes user configurations of the system environment

Not a business yetNew application / serviceGeneral assistantsSoftware DevelopmentCross-market opportunityUnder watch

OmniDICOM

Radiology or clinical research staff would use it when opening DICOM images on Mac or Windows, working with medical image files and their metadata fields; the c

Not a business yetNew application / serviceAI + ProductivityHealthcare and medical servicesCross-market opportunityUnder watch

Opaline

An engineering team lead opens it to review runs of shared Claude Code and Codex sessions; the AI ingests agent session data and aggregates it into an observabi

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityUnder watch

OpenAlgo Charts

An open-source charting terminal for financial portals. Public materials do not state who opens it at which workflow step, what data the AI receives, what actio

Not a business yetOpen-source projectAI + BusinessFinancial ServicesCross-market opportunityUnder watch

OpenClaw

OpenClaw 2.0 is an update for AI agents; specific features and workflows are yet to be verified.

Not a business yetNew application / serviceAI + DevSoftware DevelopmentUnder watch

OpenClaw 2.0

OpenClaw 2.0 claims to be 'the AI that really does things', but public info is only a tagline, lacking specifics on features, target users, or workflow. What it

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityUnder watch

OpenEvidence

When clinicians hit specific medical questions during consultations or rounds, they pose the clinical question to it, and it retrieves and summarizes evidence-b

Not a business yetNew application / serviceAI + BusinessHealthcareUnder watch

Opyt

The candidate material offers only a single claim, without stating who opens it at which work step, what material the AI receives, what action it performs or wh

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Orato

Orato is an AI speech practice app where users engage in conversations with AI to improve speaking skills. Specific features, workflows, and deliverables remain

Not a business yetNew application / serviceAI + LifeEducationCross-market opportunityUnder watch

Orcoda

Orcoda serves Australian transport and on-site operations, providing scheduling and logistics software for firms that must place workers and vehicles against sh

Not a business yetAI transformationAI + BusinessLogistics & TransportationUnder watch

Outer Bio

Outer Bio is a biotech startup reportedly co-founded by Lady Gaga, which recently raised $23 million. Public information only discloses the funding event, not i

Not a business yetNew application / serviceAI + LifeBiotechnologyUnder watch

Paint.NET

Paint.NET is a Windows image editor. To run on WINE, the author used Claude to reverse-engineer and rewrite the Direct2D graphics library from scratch, about 18

Not a business yetAI transformationAI + DevSoftware DevelopmentUnder watch

Palladyne AI

Palladyne AI partnered with FANUC America to integrate physical AI into industrial robots, enabling environment perception and autonomous motion adjustment, red

Not a business yetAI transformationAI + BusinessManufacturingUnder watch

Palma.ai

Once enterprises connect AI agents to internal systems, operations or compliance staff need to see what an agent invoked and whether it exceeded its authority w

Not a business yetNew application / serviceInfrastructureEnterprise SoftwareUnder watch

Pascal’s Pager

When debugging or on call, developers get a large JSON payload back from a service webhook and previously had to open logs or a debug console on a computer to r

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityUnder watch

Pastea

Pastea is a personal knowledge management tool that automatically saves links, snippets, and screenshots when users copy them, allowing quick retrieval via sear

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Pastely

The only public material is a one-line description of a clipboard that adapts to wherever it is pasted; it does not say who opens it at which work step, what ma

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Peak3

Aimed at insurers' operations and claims work, Peak3 claims to use AI to handle policy and claims processing in order to cut delivery cost. Public reporting off

Not a business yetAI transformationAI + BusinessInsuranceUnder watch

Petlibro Granary 2

In multi-cat homes, owners cannot tell which cat ate how much or when. The Granary 2 weighs dispensed food and, on pricier models, uses a camera to identify whi

Not a business yetNew application / serviceAI + LifePet suppliesUnder watch

PewCB

Aimed at hardware engineers who need prototypes, it moves PCB routing onto a desktop machine; the public material is only two lines about a desktop PCB factory

Not a business yetNew application / serviceAI + DevElectronics ManufacturingCross-market opportunityUnder watch

Pierre

For engineering teams whose agents generate code at volume: after agents produce code and intermediate artifacts, platform engineers must store them, manage ver

Not a business yetOpen-source projectInfrastructureSoftware and IT servicesUnder watch

Pitchfire for Startups

An early-stage founder opens it while preparing a raise and looking for matching investors, working from investor lists and pitch materials; public material onl

Not a business yetNew application / serviceAI + BusinessVenture capital and startup servicesCross-market opportunityUnder watch

PixelCrew

Aimed at product designers who must ship shippable interfaces, it hands design work to a crew of AI agents; the public material is only one line about productio

Not a business yetNew application / serviceAI + CreativeSoftware and InternetCross-market opportunityUnder watch

Plane Agents

Aimed at teams running projects in Plane, it lets work items be assigned to AI agents the way they are assigned to colleagues; the public material is only one l

Not a business yetAI transformationAI + DevSoftware and InternetCross-market opportunityUnder watch

Polishory

Website operators and small business owners whose site copy reads like machine-generated text and converts poorly need an actionable improvement plan. The produ

Not a business yetNew application / serviceAI + BusinessWebsite operationsCross-market opportunityUnder watch

Porte

Porte is a mobile app that lets users control local Grok sessions from their phone. Specific features and use cases are not yet disclosed.

Not a business yetNew application / serviceAI + ProductivityUnder watch

Positron

An enterprise data scientist opens it to finish modelling work that mixes R and Python, exploring an Athena table, validating features, training XGBoost, deploy

Not a business yetAI transformationAI + Deventerprise data scienceUnder watch

Primo

Corporate IT teams open it when an employee reports a fault or during routine checks, handing tickets, alerts and internal system state to AI agents; the agents

Not a business yetNew application / serviceAI + DevIT servicesUnder watch

ProductBridge

Customer support leads and product managers whose user feedback is scattered across tickets, reviews and chats need to consolidate issues and respond. The produ

Not a business yetNew application / serviceAI + BusinessSoftware and SaaSCross-market opportunityUnder watch

Project Feed

Project managers or creative team leads running collaborative projects that require repeated file review put projects and files into Project Feed, which carries

Not a business yetNew application / serviceAI + ProductivityProfessional servicesCross-market opportunityUnder watch

ProjectSim Procedural Lab

A 3D asset generation tool for game and simulation scenes, allowing users to grab and adjust movable parts like flaps, drawers, and wheels to quickly produce si

Not a business yetOpen-source projectAI + CreativeGamingCross-market opportunityUnder watch

Proto-Mind

Mac users can summon a floating AI workspace on top of other apps and hand it the material they are working on. Public material only says it is a floating AI wo

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Prowler Cloud

A cloud security engineer opens it during routine checks or alert response, hands cloud account configuration and logs to an AI agent, and expects actionable se

Not a business yetNew application / serviceInfrastructureIT servicesCross-market opportunityUnder watch

Punch

When a group chat floods with messages, participants open Punch to save what they consider important from the chat. The candidate material only states 'save you

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

PureblueAI清蓝

PureblueAI Qinglan launched GEO digital employees for enterprises, deployable to execute specific business processes. Specific tasks, actions, and deliverables

Not a business yetNew application / serviceAI + BusinessEnterprise ServicesCross-market opportunityUnder watch

QAgent

A team building AI agents opens it before release, working from the agent's conversation and task-execution records; public material only says it performs autom

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Quartz

UK users open it when planning personal finances or reviewing scattered bank accounts and spending records; the AI takes in account and transaction data and ret

Not a business yetNew application / serviceAI + BusinessFinancial servicesUnder watch

QuietHint®

A meeting participant opens it on a Mac, working with the speech and discussion in the meeting; public material only says it is a meeting assistant that stays o

Not a business yetNew application / serviceAI + ProductivityGeneral enterprise office workCross-market opportunityUnder watch

QumulusAI

QumulusAI provides hyperspeed AI compute deployment services, helping enterprises quickly deploy AI computing power. Specific services, customers, and pricing a

Not a business yetNew application / serviceInfrastructureCloud ComputingCross-market opportunityUnder watch

QwenNote A2

Employees capture speech on this recording device during meetings or interviews, with an on-device AI agent transcribing and organizing the audio into meeting n

Not a business yetNew application / serviceAI + ProductivityEnterprise OfficeUnder watch

RLark

The material only states that RLark is an embodied-intelligence cloud-native platform open-sourced by Tsinghua University and Infinigence AI for robot onboardin

Not a business yetOpen-source projectInfrastructureRoboticsUnder watch

RPent

Robotics R&D teams building embodied agents need to connect model capabilities to real robot bodies to execute physical tasks; RPent, open-sourced by Tsinghua U

Not a business yetOpen-source projectInfrastructureRoboticsUnder watch

Radar by Particle

Radar by Particle is a podcast search engine. Users input topics or keywords, and it retrieves relevant episodes or segments from podcasts. The exact search sco

Not a business yetNew application / serviceAI + LifeMediaCross-market opportunityUnder watch

Radical Numerics

Biosecurity researchers who receive a newly synthesized gene sequence or protocol must judge whether it poses a risk. According to a public interview, Radical N

Not a business yetNew application / serviceInfrastructureBiotechnologyUnder watch

Ramp

The candidate material only shows Ramp entering Madrona's 2026 Intelligent Applications 40 late-stage list on 2026-08-31; it does not say which AI capability is

Not a business yetAI transformationAI + BusinessFinancial and business servicesUnder watch

RayNeo

RayNeo is a manufacturer of AR glasses and smart glasses, leading in global and China market share in the first half of 2026. Users wear the glasses for scenari

Not a business yetNew application / serviceAI + LifeConsumer ElectronicsUnder watch

Raycast 2.0

Knowledge workers who switch among many apps daily use Raycast as a single entry point to search, launch and trigger commands; 2.0 is a version update of that e

Not a business yetNew application / serviceAI + ProductivityEnterprise software and IT servicesCross-market opportunityUnder watch

ReWeaver AI DriftDetector

Developers or managers input a code repository URL, and the tool calculates and displays a drift score; AI analyzes code changes and dependency deviations, outp

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Reactiv

When Shopify merchants need to update their own mobile shopping apps, they previously had to configure and republish releases by hand; Reactiv's AI Scheduler ta

Not a business yetAI transformationAI + BusinessRetail e-commerceUnder watch

Recordel

People making product demos, technical tutorials or SaaS promo videos previously needed a paid macOS client such as Screen Studio to record polished footage; Re

Not a business yetNew application / serviceAI + CreativeSoftware and SaaSCross-market opportunityUnder watch

Reference

Developers wiring retrieval into an AI agent often have to send material to an external service; Reference is positioned as letting agents run semantic search l

Not a business yetNew application / serviceInfrastructureSoftware and IT servicesUnder watch

Payment pathNot disclosed. Open source, free during launch, no pricing page, no hosted service.

Reflexio

Reflexio targets AI engineers and product managers. It takes AI agent trajectories and outcomes, applies behavioral learning to continuously improve agent perfo

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Refoid

When indie developers or small publishers receive refund disputes in App Store Connect, they previously had to read each dispute, hand-write a reply and log the

Not a business yetNew application / serviceAI + BusinessMobile app publishingCross-market opportunityUnder watch

Remind

Meeting-heavy professionals often have to check their calendar and recall context before a meeting starts; Remind is positioned as a full-screen reminder before

Not a business yetNew application / serviceAI + ProductivityEnterprise office and collaborationUnder watch

ResumeContext

When developers switch between several coding agents, or continue the same task across sessions, they must re-explain project background and what has already ch

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityUnder watch

Resurf

Mac users consolidate material scattered across their machine into a personal context library for later retrieval or use; however, the public material contains

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Rezolve AI

Rezolve AI provides AI commerce solutions for retail and e-commerce. First-half revenue surged 21x YoY, and global distribution partnerships exploded, but speci

Not a business yetAI transformationAI + BusinessRetailUnder watch

Rilo

Rilo is an Indian AI startup acquired by Adobe less than a year after launch. Specific product features, target workflow, and deliverables are undisclosed and r

Not a business yetNew application / serviceAI + DevSoftware DevelopmentUnder watch

Ringg

A call centre or support team routes inbound customer calls to Ringg's voice agent during peak hours; the agent identifies intent, answers routine questions fro

Not a business yetNew application / serviceAI + Businesscustomer service outsourcingUnder watch

RoboTok

Robot-learning researchers or data curators open it when picking training episodes: RoboTok presents robot manipulation episodes as a short-video feed for item-

Not a business yetOpen-source projectAI + DevroboticsCross-market opportunityUnder watch

Robot Voice Bridge

Mac users doing voiceover or audio content normally switch between a browser and editing software to generate and download each line of narration; Robot Voice B

Not a business yetNew application / serviceAI + CreativeContent creation and mediaCross-market opportunityUnder watch

Robutler

Public material only says Robutler raised $400,000 and describes itself as building the 'YouTube of software'; it does not disclose who opens it, at which work

Not a business yetNew application / serviceAI + DevSoftware and IT servicesUnder watch

Ruby UTCP

When wiring external tools into an AI agent, developers use Ruby UTCP as the tool-calling layer instead of MCP. The candidate material only states 'the scalable

Not a business yetOpen-source projectInfrastructureCross-market opportunityUnder watch

S-Roll

Aimed at people who need to cut long videos into short clips, it is opened after raw footage exists, and an agentic flow takes the long video and produces clips

Not a business yetNew application / serviceAI + CreativeMedia and content productionCross-market opportunityUnder watch

SEOAgent

When SEO or content operators work on a site's visibility in AI search, they hand site content and knowledge material to SEOAgent, which generates publishable o

Not a business yetNew application / serviceAI + BusinessMarketing and AdvertisingUnder watch

Sai

Public material only states that Sai is an autonomous computer fleet users can command; who opens it at which work step, what materials it takes in, what action

Not a business yetNew application / serviceInfrastructureCross-market opportunityUnder watch

Saleoid

Saleoid is an AI-powered CRM tool for small businesses or individual sellers, priced at $5 per month. It takes customer interaction data, automatically logs and

Not a business yetNew application / serviceAI + BusinessSalesUnder watch

Scaleout

Public material only says Scaleout deploys decentralized AI-driven learning to military bases and drones so small on-board models perform target identification

Not a business yetNew application / serviceInfrastructureDefense and militaryUnder watch

ScienceBuddy

Researchers open it while organising literature, lab notes and interim conclusions, handing research material to the workspace in the hope of getting analysable

Not a business yetNew application / serviceAI + ProductivityScientific research and academic servicesUnder watch

ScreenCursor

When recording a product demo or tutorial, the user opens ScreenCursor and captures the screen while operating the app; AI generates zoom effects at key moments

Not a business yetNew application / serviceAI + CreativeSoftware & InternetCross-market opportunityUnder watch

SecAIQ Watch

After AI tools are installed on employee machines, IT or security owners need to know what those tools did locally; SecAIQ Watch takes in the runtime behavior o

Not a business yetNew application / serviceAI + DevSoftware and internet servicesCross-market opportunityUnder watch

Second Eyes

After a shoot, photographers or social media operators must review a batch of photos one by one, pick the publishable ones, then retouch and post them. Second E

Not a business yetNew application / serviceAI + CreativePhotographyCross-market opportunityUnder watch

Sell to State

Sales or bid owners serving government clients previously had to search each national procurement platform separately; Sell to State takes search criteria and l

Not a business yetNew application / serviceAI + BusinessGovernment procurementCross-market opportunityUnder watch

Serval

Serval targets enterprise IT service desk teams: when an employee files a ticket, requests a permission reset or reports a fault, an AI agent receives the ticke

Not a business yetNew application / serviceAI + BusinessIT servicesUnder watch

Shall We Talk

When a journalist, student, or meeting note taker speaks on an iPhone or Mac, Shall We Talk converts the speech to text and saves it, giving the user a retained

Not a business yetNew application / serviceAI + ProductivityProfessional ServicesCross-market opportunityUnder watch

Sharpa

Sharpa is an embodied AI robotics company whose robot will be deployed at DQ stores to replace ice cream shop staff in the complete process from cup retrieval,

Not a business yetNew application / serviceAI + LifeFood & BeverageUnder watch

Sider Omni Sidebar

While working in any Mac app, the user gets an agent in a sidebar that takes in the current context and performs actions, returning results the user still has t

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Sierra

The candidate material only states that Sierra offers AI agents that switch between voice, text and visuals; the integration path, input materials and delivered

Not a business yetNew application / serviceAI + BusinessCustomer ServiceCross-market opportunityUnder watch

Sierra

Sierra targets enterprise customer service teams: when a customer raises a return, billing or account issue through an online channel, an AI agent receives the

Not a business yetNew application / serviceAI + BusinessRetailUnder watch

Simha Digital

SEO practitioners or small business owners open it when diagnosing ranking problems, feed in site and keyword material, and receive a prioritized fix plan they

Not a business yetNew application / serviceAI + BusinessMarketing and advertising servicesCross-market opportunityUnder watch

Simple Commenter AI

Before delivering a client site, freelance web developers must self-check pages and compile a fix list; this product takes site content, has GPT-6 Astra produce

Not a business yetNew application / serviceAI + Devsoftware development servicesCross-market opportunityUnder watch

Sitehunter

Indie developers hunting for a niche must trawl launch platforms and Google Trends by hand to note which new sites are gaining traffic and which keyword roots a

Not a business yetNew application / serviceAI + BusinessInternet Software & ServicesCross-market opportunityUnder watch

Sixfold

Life and health insurance underwriters normally read health declarations, medical reports and prior-history documents one by one to judge risk levels; Sixfold's

Not a business yetAI transformationAI + BusinessInsuranceUnder watch

Skalar

When a startup founder needs acquisition spend without further equity dilution, Skalar funds the sales and marketing budget and is repaid from the revenue of th

Not a business yetNew application / serviceAI + BusinessStartup servicesUnder watch

Skild AI

When robotics companies deploy robots on production lines and in warehouses, Skild AI supplies a robot foundation model that lets machines handle perception and

Not a business yetNew application / serviceInfrastructureManufacturingUnder watch

Skild AI S1

Tasks and layouts on manufacturing and warehouse floors change often, and engineers previously needed heavy reprogramming to keep robots in step; Skild AI's S1

Not a business yetNew application / serviceInfrastructureManufacturingUnder watch

Skud

Skud is a menubar file delivery tool that lets users drag and drop files to send, with custom branding and tracking. It replaces the cumbersome steps of traditi

Not a business yetNew application / serviceAI + ProductivityBusiness ServicesCross-market opportunityUnder watch

SkyProduction(天工工作台)

Short-drama writers and producers open it inside the script-to-shot-to-cut workflow, feeding scripts, storyboards and footage into the workbench, where AI gener

Not a business yetNew application / serviceAI + Creativeshort drama and online videoUnder watch

Slashy Assistant

People handling heavy email traffic open it inside their inbox, where it reads messages and writes and sends replies on their behalf, leaving the user with hand

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Slurp

Slurp is for people who need to collect video material: users download or record video from many sites for later editing or archiving. The candidate material gi

Not a business yetNew application / serviceAI + CreativeContent creationCross-market opportunityUnder watch

SmartCheck

SmartCheck is for people who need to tally items: users take a photo, mark the target objects with three example taps, and the system counts them. The candidate

Not a business yetNew application / serviceAI + ProductivityRetailCross-market opportunityUnder watch

Snitch

Snitch is a Slack-based org chart tool built by everyone in it. Team members update their info in Slack, and AI automatically generates and maintains the org ch

Not a business yetNew application / serviceAI + ProductivityEnterprise ServicesCross-market opportunityUnder watch

Snooze Files

For people whose desktop files pile up: it shelves a batch of messy files when you do not want to deal with them yet, and restores them in one click. The candid

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Solid

The only public material is a one-line positioning: giving AI agents their own computers, accounts and budgets. Who opens it at which work step, what material t

Not a business yetNew application / serviceInfrastructureCross-market opportunityUnder watch

Sopro v2 Turbo TTS

Sopro v2 Turbo TTS is a zero-shot voice cloning TTS model with 120M parameters. Developers input reference audio and text, and the model generates cloned speech

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityUnder watch

Soteris

Underwriting and pricing staff at insurers use Soteris's AI tool to flag policies likely to lose money when assessing new or existing business, so they can adju

Not a business yetNew application / serviceAI + BusinessInsuranceUnder watch

Spaces

A team works alongside AI agents inside one shared space: members and agents share the same context, agents take on part of the tasks and write results back for

Not a business yetNew application / serviceAI + ProductivitySoftware and IT servicesUnder watch

Specs Intelligence

On iOS or Mac, Snap users open Specs Intelligence and can let it connect other digital accounts so the AI reads work-task and travel information from them and a

Not a business yetNew application / serviceGeneral assistantsUnder watch

Speechka

The only public material is a one-line positioning: real-time voice translation that sounds like you. Who opens it on what occasion, which speech is input, who

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Speechmark

Mac users open it during or after meetings to produce notes; instead of uploading audio or text to the cloud, a model processes meeting content on-device and ke

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Splitsense

Targeting e-commerce and marketing teams, it uses AI to analyze user behavior data to improve conversion rates. The specific analysis dimensions, output format,

Not a business yetNew application / serviceAI + BusinessE-commerceCross-market opportunityUnder watch

Squirrel

For people who want to cut phone time: on top of app blocking it adds a payback mechanism that converts saved screen time into a return. The candidate only says

Not a business yetNew application / serviceAI + LifeCross-market opportunityUnder watch

Stile.iD

For developers or platforms that need to verify real users: at signup or login it exposes identity verification as a callable API to judge whether a user is rea

Not a business yetNew application / serviceAI + BusinessCross-market opportunityUnder watch

Stonelogin

People running multiple cross-border storefronts or ad accounts open it when they need to log into several platform accounts at once, placing each account in an

Not a business yetNew application / serviceAI + BusinessCross-border e-commerceCross-market opportunityUnder watch

Storytailor®

A parent opens it at storytime or bedtime, enters the child's name, preferences or ideas, and AI generates a story world built around that specific child; the d

Not a business yetNew application / serviceAI + CreativeFamily educationCross-market opportunityUnder watch

Subscrr

An individual opens it while reviewing fixed monthly spending, hands over subscription lists or bill information, and AI produces a financial plan and answers w

Not a business yetNew application / serviceAI + ProductivityPersonal financeCross-market opportunityUnder watch

Superagent

Superagent is described as 'Claude Code for the rest of us', aiming to make AI agents accessible to non-technical users. Users create and manage AI agents via n

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Sutura

When a CI pipeline fails, a developer opens this tool; it reads the failure logs, generates a fix and re-runs the pipeline to prove the fix holds, delivering a

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunityUnder watch

Tables.so

Tables.so is an AI-powered prospecting tool that helps sales teams quickly identify, qualify, and enrich potential customers, boosting targeted marketing effici

Not a business yetNew application / serviceAI + BusinessSalesCross-market opportunityUnder watch

Tampa Startup

This Tampa startup helps real estate investors decide which deals fit them. Specific workflow and deliverables are not yet disclosed and need further verificati

Not a business yetNew application / serviceAI + BusinessReal EstateUnder watch

Tangerine

Mac users open it when they need to convert or modify local files, doing format conversion and edits offline instead of uploading files to an online converter.

Not a business yetNew application / serviceAI + ProductivityWorkplace ProductivityCross-market opportunityUnder watch

TapCraft

TapCraft is a demo studio for mobile app developers that uses AI to automatically generate demo videos, enabling teams to quickly showcase product features.

Not a business yetNew application / serviceAI + DevMobile App DevelopmentCross-market opportunityUnder watch

TaskShell 2.0

Agent-first task management tool claiming to boost agentic productivity. Specific features, workflows, and deliverables not detailed; further validation needed.

Not a business yetNew application / serviceAI + ProductivitySoftware DevelopmentCross-market opportunityUnder watch

Tata Elxsi

Factory safety staff monitoring production-line cameras previously watched screens or reviewed footage after the fact to spot violations and hazards; IRIS filte

Not a business yetAI transformationAI + BusinessIndustrial manufacturingUnder watch

Tellia

Tellia is a startup that raised $5 million in pre-seed funding. Specific product features, target users, and workflows have not been disclosed and require furth

Not a business yetNew application / serviceAI + BusinessUnder watch

Tellie Prompter 1.5

Smart teleprompter that knows what you haven't said. Specific implementation, use cases, and deliverables not detailed; further validation needed.

Not a business yetNew application / serviceAI + CreativeMediaCross-market opportunityUnder watch

Tempus AI

Tempus AI is a healthcare technology company applying AI to cancer care, analyzing clinical and molecular data to assist doctors in personalized treatment plann

Not a business yetAI transformationAI + LifeHealthcareUnder watch

Terasi

Public material only states that Terasi builds battlefield-oriented communication technology and raised an €11 million seed round co-led by the NATO Innovation

Not a business yetNew application / serviceInfrastructureDefenseUnder watch

Text Agent Store

The only public material is the line "a marketplace for AI agents you can text"; it does not say who opens it at which work step, what material the AI receives,

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

The Forge by Bob's Workshop

The only public material is the line "describe your idea & your team builds, deploys & operates it"; it does not say who submits what material at which step, wh

Not a business yetNew application / serviceAI + DevCross-market opportunityUnder watch

Thri5

Public material only identifies Thri5 as a retail AI technology company that ran a pilot with food retailer Wild Fork Foods; who opens it at which store step, w

Not a business yetNew application / serviceAI + BusinessRetailUnder watch

Tidy

Tidy is a Mac app that lets users fix grammar while writing in any Mac app. The AI receives the current text, performs grammar and spelling checks, and returns

Not a business yetNew application / serviceAI + ProductivityGeneral officeCross-market opportunityUnder watch

Tiles

Tiles is a desktop organization tool that lets users group cluttered icons and windows into custom spaces. AI receives the desktop layout, automatically categor

Not a business yetNew application / serviceAI + ProductivityWorkplace ProductivityCross-market opportunityUnder watch

TinyKPI

Aimed at founders or operators who need to watch business metrics constantly, TinyKPI keeps revenue and conversion analytics resident in the Mac menu-bar notch

Not a business yetNew application / serviceAI + BusinessSoftware and internet servicesCross-market opportunityUnder watch

ToneBird

Public material only describes it as an AI reply assistant that remembers the user's relationships. Which communication scenario it opens in, what conversation

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Toone

Aimed at developers or operators who need to lock multi-step AI agent flows into repeatable runs, Toone lets users build and execute reusable agent workflows an

Not a business yetNew application / serviceAI + DevCross-market opportunityUnder watch

Topview Motion Studio

Topview Motion Studio lets users create product launch videos without using After Effects. Users input product information and assets, AI generates motion video

Not a business yetNew application / serviceAI + CreativeMarketingCross-market opportunityUnder watch

Touchy

Touchy is an iOS assistant app that claims to understand the world around you. Specific workflow nodes, input objects, actions, and deliverables are undisclosed

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityUnder watch

Tovel

People who owe a follow-up after a call record the conversation with this AI tool; it takes the recording, extracts key points and drafts a follow-up email, giv

Not a business yetNew application / serviceAI + BusinessSalesUnder watch

TrackMCP

TrackMCP targets developers using MCP servers, offering analytics similar to Google Analytics during development and debugging. It ingests call logs and perform

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

Trancy Air

Trancy Air is a translation tool invoked via a hotkey, allowing users to translate anything they see, write, or say. Specific platform support, translation work

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Treble

Public material only says Treble runs a voice AI simulation testing platform and raised $18M to expand it; what voice material it ingests, which simulations it

Not a business yetNew application / serviceAI + DevSoftware and IT servicesUnder watch

Treble Technologies

Hardware and building acoustics teams developing speakers, headphones, in-car audio or room acoustics normally need prototypes, anechoic chambers or field measu

Not a business yetNew application / serviceInfrastructureconsumer electronicsUnder watch

Try The Apartment

A renter or buyer viewing a real apartment opens its 3D model and drags furniture in to see whether sizes fit and circulation works. The public material only sa

Not a business yetNew application / serviceAI + LifeReal EstateCross-market opportunityUnder watch

Twin1 AI

Twin1 AI is a US startup developing AI 'worker clones'—AI agents that simulate the work of specific employees. Specific target roles, inputs, actions, and deliv

Not a business yetNew application / serviceAI + BusinessEnergyUnder watch

TypeDash

Desktop users dictate or trigger voice shortcuts instead of typing in whatever window they are working in; the AI takes speech and returns text or fires a prese

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

Typed Decision Leaderboard

A model-evaluation engineer opens this leaderboard page when comparing different answer verifiers, feeding one identical test set to several verifiers and inspe

Not a business yetOpen-source projectInfrastructureSoftware and IT servicesCross-market opportunityUnder watch

Tz100

An indie developer wanting playable small games quickly opens tz100.com, hands game logic and the site to GPT-6 Astra, then iterates until the games are playabl

Not a business yetNew application / serviceAI + CreativeGames and interactive entertainmentCross-market opportunityUnder watch

UMind工业智能体平台

Process or production-planning staff at a factory open the platform when working with line data, process parameters and scheduling records; the AI ingests that

Not a business yetAI transformationAI + BusinessManufacturingUnder watch

Ultrahuman

Ultrahuman's Pulsomics research program uses real-world physiological data from its wearables to train AI models, aiming to improve health monitoring and diseas

Not a business yetAI transformationAI + LifeHealth and wearablesUnder watch

Unfetch.com

Small merchants or paid media operators who buy ads normally adjust budgets, swap creatives and watch metrics by hand inside ad consoles; Unfetch.com lets a con

Not a business yetNew application / serviceAI + BusinessAdvertising and marketing servicesCross-market opportunityUnder watch

V7

When a team needs AI to work over internal material, it hands V7 the company files scattered across systems; V7 uses GPT-5.6 to turn them into context an agent

Not a business yetAI transformationAI + ProductivityGeneral enterprise functionsUnder watch

VAIV Company

VAIV Company unveiled 'AI Twin Consumer' to simulate consumer behavior for market testing and insights. Specific input data, simulation methods, and deliverable

Not a business yetNew application / serviceAI + BusinessMarket research and consumer insightsUnder watch

Valen Visual Decisions

A developer or researcher uploads an image with a question, and the Valen preview returns several candidate answers with probabilities instead of a single concl

Not a business yetOpen-source projectInfrastructureCross-market opportunityUnder watch

Veeva

Veeva released AI products and a roadmap for R&D and quality, framed in reports around China's innovative drug sector. The material does not say which product,

Not a business yetAI transformationAI + BusinessPharmaceuticalsUnder watch

Veridion

Staff in procurement, risk or supply chain roles use it when verifying suppliers or company information; the AI takes in company names and related material and

Not a business yetNew application / serviceAI + BusinessEnterprise data servicesUnder watch

Veridion

People doing company due diligence or vendor onboarding used to open registries, websites and news one by one to piece together a company's current state; Verid

Not a business yetNew application / serviceAI + BusinessBusiness credit and company data servicesUnder watch

VerifAIX

Public material only states that VerifAIX targets the semiconductor verification step and has raised USD 5 million; it does not disclose what inputs it takes, w

Not a business yetNew application / serviceAI + DevSemiconductorsUnder watch

Verifier Playground

A model-evaluation engineer opens this page when judging whether an answer is reliable, submitting the same question and answer to the ZTC, JEV and Laya verifie

Not a business yetOpen-source projectInfrastructureSoftware and IT servicesCross-market opportunityUnder watch

Verity Score

Operators of independent stores or e-commerce shops normally search how AI assistants describe their store, then hand-edit product pages and write blog posts; V

Not a business yetNew application / serviceAI + BusinessRetail and e-commerceCross-market opportunityUnder watch

VideoFlow Studio

When a startup marketer or founder needs a launch trailer, they hand over the company URL and the AI turns site content into a video trailer; the deliverable is

Not a business yetNew application / serviceAI + CreativeMarketing and advertisingCross-market opportunityUnder watch

Visiby

A brand or growth marketer opens it to check whether their content is mentioned in AI search answers, working over the answers returned by AI search products; A

Not a business yetNew application / serviceAI + BusinessMarketingCross-market opportunityUnder watch

VoiceCap

In cross-language meetings, participants listen and take notes at the same time, then rewrite non-native content into usable minutes afterwards. VoiceCap takes

Not a business yetNew application / serviceAI + ProductivityProfessional servicesCross-market opportunityUnder watch

WIT

WIT targets cross-border communication, helping users spot potential misunderstandings across global Englishes. The specific workflow and deliverables remain un

Not a business yetNew application / serviceAI + ProductivityCross-border communicationCross-market opportunityUnder watch

WZRD

Office users or content creators open WZRD while producing documents, slides, forms and sheets, with AI generating and responding to modification requests on th

Not a business yetNew application / serviceAI + ProductivityOffice and collaborationCross-market opportunityUnder watch

Walkie

A writer or anyone in a meeting-heavy role opens it while drafting, in a meeting, or when text needs to be spoken aloud, feeding dictated speech, meeting audio

Not a business yetNew application / serviceAI + ProductivityProfessional servicesCross-market opportunityUnder watch

Wayve

Londoners hailing an Uber may be matched with a Wayve autonomous vehicle, supervised by a safety driver. The AI processes road perception and navigation command

Not a business yetAI transformationAI + LifeMobilityUnder watch

Wealthfolio

An individual investor opens Wealthfolio locally, imports or enters brokerage accounts, holdings and transaction records, and the local program categorizes, agg

Not a business yetNew application / serviceAI + LifePersonal FinanceCross-market opportunityUnder watch

Weave Router 2.0

Developers or teams with several coding-agent subscriptions open it when quotas are tight or tasks differ in type, and the router assigns coding tasks to the ma

Not a business yetNew application / serviceAI + DevSoftware and internet servicesCross-market opportunityUnder watch

WhaleRead

Readers with an untranslated TXT, Markdown, or EPUB book use WhaleRead: it takes the full book text and translates it locally on the device without cloud upload

Not a business yetNew application / serviceAI + LifeDigital ReadingCross-market opportunityUnder watch

Wispr Flow

Knowledge workers who would otherwise stop and type emails, documents or tickets now dictate into a microphone and the product turns speech into text inserted i

Not a business yetNew application / serviceAI + ProductivityProfessional servicesUnder watch

Wombo

Indie game developers building 2D games need character art, environment textures, sound effects and music, and normally assemble them by buying asset packs, hir

Not a business yetNew application / serviceAI + CreativeVideo GamesCross-market opportunityUnder watch

Wonderful

Wonderful is an AI startup that raised $500 million in this round, with a valuation exceeding $5 billion. However, public materials do not describe its product

Not a business yetNew application / serviceGeneral assistantsUnder watch

Wonderful

Wonderful is an AI startup that recently raised $550 million at a $5 billion valuation. However, its specific product, target users, or workflow have not been d

Not a business yetNew application / serviceGeneral assistantsUnder watch

Wonderful

Wonderful is a Dutch startup providing AI services to help companies boost productivity. Specific workflows, inputs, and deliverables are not yet public and req

Not a business yetNew application / serviceAI + BusinessEnterprise ServicesUnder watch

Wonderful

Wonderful is an AI company raising funds rapidly, but specific product features and target users are not described in the materials.

Not a business yetNew application / serviceGeneral assistantsUnder watch

Wonderful

Wonderful is a company that completed a Series C round, reaching a $5 billion valuation, but its specific product, service, or industry is not described in the

Not a business yetNew application / serviceAI + BusinessUnder watch

Wood Mackenzie APEX

When Wood Mackenzie's research and data teams need to turn internal data and analysis workflows into reusable agents, they use APEX: the platform supplies share

Not a business yetAI transformationInfrastructureEnergyUnder watch

Wrtn Technologies

Wrtn Technologies is a South Korean AI unicorn offering an AI assistant platform where users can accomplish various tasks through conversation. Specific product

Not a business yetNew application / serviceGeneral assistantsArtificial IntelligenceUnder watch

Wrtn Technologies

Wrtn Technologies is a South Korean AI chatbot service provider where users get information and creative assistance through conversation. This report only discl

Not a business yetNew application / serviceGeneral assistantsInternetUnder watch

XDOF

XDOF is a robot data startup, three months out of stealth, in talks for a Series B at a $1.2B valuation. Specific product features, data sources, and deliverabl

Not a business yetNew application / serviceAI + BusinessRoboticsUnder watch

XGEN-JING

Creators doing first-person video or game previsualization open this demo when they need a shot with camera movement, specify a camera path with WASD, and the m

Not a business yetNew application / serviceAI + CreativeFilm and video productionCross-market opportunityUnder watch

Xapien

When compliance or investment teams run due diligence on counterparties, clients or targets, they must turn scattered public records, news and sanctions lists i

Not a business yetAI transformationAI + BusinessFinancial and professional servicesUnder watch

Xem

For small teams or independent store sellers running their own email marketing, it takes a contact list and email content and handles sending and delivery confi

Not a business yetOpen-source projectAI + BusinessMarketingCross-market opportunityUnder watch

YuE2 Instrumental CoT LoRA

When a composer or video creator needs royalty-free instrumental music, this open demo takes style tags plus a section plan and generates an instrumental audio

Not a business yetOpen-source projectAI + CreativeMusic productionCross-market opportunityUnder watch

Yutori

Public material only shows Yutori was named to an early-stage intelligent applications list; it does not state who uses it, at which work step, what materials t

Not a business yetNew application / serviceGeneral assistantsUnder watch

Zed Industries

Public material only shows Zed Industries was named to an early-stage intelligent applications list and grouped under AI-assisted and AI-driven coding. Who it s

Not a business yetNew application / serviceAI + DevSoftware and IT servicesUnder watch

Zeliq

A B2B sales development rep opens it when prospecting: they hand over the target account profile, industry and size criteria, and the AI runs lead search, conta

Not a business yetAI transformationAI + BusinessEnterprise software and sales servicesUnder watch

Zella

For video creators on Mac and iPhone, the app automatically edits footage after recording, delivering a finished cut. Which footage it accepts, what rules decid

Not a business yetNew application / serviceAI + Creativecontent creationCross-market opportunityUnder watch

Zero

Sales reps following up with customers normally type contacts, call notes and pipeline stages into a CRM by hand; Zero positions itself as an AI-native CRM wher

Not a business yetNew application / serviceAI + BusinessEnterprise softwareUnder watch

ZeroClick

Aimed at sellers who want their products sold to AI agents, the product page offers only the line "Sell your product to AI agents"; what product data it ingests

Not a business yetNew application / serviceAI + BusinessE-commerceCross-market opportunityUnder watch

ZeroSphere

People running AI on their own machines switch between chat windows, terminals and documents, with output squeezed onto one screen. ZeroSphere gives AI a dedica

Not a business yetNew application / serviceInfrastructureCross-market opportunityUnder watch

Zuo Modern

Zuo Modern, a furniture manufacturer, launched a B2B website with AI-powered sourcing tools. Buyers or retailers can input needs or browse, and the AI recommend

Not a business yetAI transformationAI + BusinessFurniture manufacturingUnder watch

Zyphra

Zyphra trains advanced reasoning models at scale using AMD hardware; specific model capabilities and applications are undisclosed.

Not a business yetNew application / serviceInfrastructureArtificial IntelligenceCross-market opportunityUnder watch

at8pm

at8pm is a journaling app that helps users record daily life and emotions.

Not a business yetNew application / serviceGeneral assistantsCross-market opportunityUnder watch

chat-recall

An individual opens it when hunting for a conclusion buried in past AI chats, treating scattered conversation history as the search corpus; the AI takes that hi

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

cmmnts

cmmnts is a tool to add a comment section to any website, likely targeting developers or site owners. Specific features such as comment management and user auth

Not a business yetNew application / serviceAI + DevInternetCross-market opportunityUnder watch

commit-rewriter

When open-source maintainers prepare a public patch release, their local repository often contains messy commit messages left by coding agents and issue IDs fro

Not a business yetOpen-source projectAI + DevSoftware and IT servicesUnder watch

coolplugz

coolplugz is a Claude orchestrator that saves developers time. It takes development tasks, orchestrates Claude models to execute steps like code generation and

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

datasette-mcp

datasette-mcp is an open-source plugin that lets developers query Datasette databases via AI assistants using the MCP protocol. It receives SQL queries, execute

Not a business yetOpen-source projectAI + DevSoftware DevelopmentUnder watch

fileAI

fileAI is a US AI startup that has received funding. Specific product features, target users, and delivery processes are not yet disclosed and require further v

Not a business yetNew application / serviceAI + BusinessEnterprise ServicesUnder watch

flat.social

Remote teams open it when they gather or collaborate online, moving communication that used to be split across video calls and chat windows into a 3D virtual sp

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

illusions

A Japanese-language novelist writing a long serial opens it and advances the draft paragraph by paragraph in a focus interface; the public material only says it

Not a business yetNew application / serviceAI + CreativePublishing and literary creationCross-market opportunityUnder watch

insureMO

Insurance underwriting and policy operations staff feed applications, underwriting rules and policy administration material into a core insurance platform such

Not a business yetAI transformationAI + BusinessInsuranceUnder watch

jurniti

For people who need AI agents to keep running for long stretches, jurniti places agents inside Firecracker microVMs as always-on executors. Public material only

Not a business yetNew application / serviceInfrastructureCross-market opportunityUnder watch

llmdoc

Software engineers use this tool when guiding AI coding agents in complex repositories. It manages architecture designs and domain docs with structured metadata

Not a business yetOpen-source projectAI + DevSoftware DevelopmentUnder watch

macadress

macadress provides MAC address intelligence for apps, networks, and AI agents. Users input a MAC address and get device vendor, type, and other intelligence for

Not a business yetNew application / serviceInfrastructureCybersecurityCross-market opportunityUnder watch

mika

For German SMEs, opened at monthly bookkeeping and tax filing points to process receipts and ledger materials, with AI preparing bookkeeping and tax filing outp

Not a business yetAI transformationAI + BusinessAccounting and tax servicesUnder watch

minimi 2.0

Public material only says it is an AI cat that 'closes your open loops'; who opens it at which work step, what material it takes in, what action it performs and

Not a business yetNew application / serviceAI + ProductivityCross-market opportunityUnder watch

myAIcademy

myAIcademy is an AI skills learning platform for enterprises and teams, where users can learn AI skills based on their specific role and team needs. It takes th

Not a business yetNew application / serviceAI + BusinessCorporate TrainingCross-market opportunityUnder watch

oMLX

oMLX is a local LLM server for Mac, handling inference requests from AI agents, claiming to cut agent wait times from 90s to 5s. Specific optimization mechanism

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityUnder watch

omadesign

A design, layout, paint and motion creation suite aimed at Linux desktop users, described by its poster as covering the path from layout to motion. What materia

Not a business yetNew application / serviceAI + Creativegraphic designCross-market opportunityUnder watch

openJiuwen

Public material only describes an office-scenario agent that claims self-modification and lower compute cost; it does not say who opens it at which office step,

Not a business yetNew application / serviceAI + ProductivityOffice and administrative servicesUnder watch

rabbit OS3

An individual juggling a phone, a computer and a companion device opens rabbit OS3 so an agent orchestrates tasks across devices, replacing manual switching and

Not a business yetNew application / serviceAI + LifeConsumer electronicsUnder watch

saga-2 Danish ASR

For local media, public bodies or transcription staff handling Danish audio: the model takes Danish speech and, via a Whisper encoder and Qwen3 decoder, returns

Not a business yetOpen-source projectInfrastructureMedia and localizationCross-market opportunityUnder watch

sci2sci

sci2sci provides data organization and verification tools for regulated industries such as finance and healthcare, helping compliance officers prepare and valid

Not a business yetNew application / serviceAI + BusinessRegulated industriesUnder watch

session-indexer

Developers can semantically search their own Claude Code session history, entering natural language queries to retrieve past coding sessions and returning relev

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

sidebranch

sidebranch is a visual diffing tool for developers to compare Git branches. Developers use it during code review or branch merging to see differences intuitivel

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityUnder watch

sizeless

Municipal or engineering surveyors planning road works and pipe laying need to know where existing underground utilities run, and today rely on drawings, locato

Not a business yetNew application / serviceAI + BusinessArchitecture and EngineeringCross-market opportunityUnder watch

slop-grader

Content editors or marketers open this CLI before publishing, hand draft text and custom rulesets to it, and the model evaluates the text rule by rule so the us

Not a business yetNew application / serviceAI + CreativeContent and publishingCross-market opportunityUnder watch

syte

When German developers or project owners assess a site before acquisition, they must manually comb through cadastral, zoning and plot records to judge whether a

Not a business yetAI transformationAI + BusinessReal EstateUnder watch

trynix

When a backend engineer or open source maintainer reviews a PR that changes dependencies or runtime, they normally install Nix locally, fetch dependencies and r

Not a business yetOpen-source projectAI + DevSoftware DevelopmentUnder watch

worldsplat

People building game levels, animation sets or spatial concepts open it when they only have a hand-drawn or 3D sketch, and hand that sketch to AI to produce a u

Not a business yetNew application / serviceAI + CreativeGamingCross-market opportunityUnder watch

wrapture

Without editing application code, Python developers point wrapture at modules, functions, attributes or even generators through a TOML file; it records method c

Not a business yetOpen-source projectAI + DevSoftware and IT servicesUnder watch

x402-secure

x402-secure is a trust layer built by t54 for autonomous agent payments. It scores each endpoint before payment, using session budgets, credential isolation, an

Not a business yetNew application / serviceInfrastructureFinanceUnder watch

中国电信 TeleAgent

TeleAgent is a general-purpose agent released by China Telecom that the candidate material says placed in the top three of an IDC benchmark. The material does n

Not a business yetNew application / serviceGeneral assistantsTelecommunicationsUnder watch

中国银行BOC AI

Bank of China launched BOC AI large model, targeting internal staff and customers, providing intelligent Q&A and business processing, with users exceeding 32,00

Not a business yetAI transformationAI + BusinessBankingUnder watch

中威电子

Operations staff at energy-storage plants normally read alarms, operating curves and inspection logs by hand to spot anomalies; per the launch, this edge-side s

Not a business yetAI transformationAI + ProductivityEnergyUnder watch

乐享科技 Aether 以太大模型

For continuous on-site work such as restaurant kitchens, Lejoy Technology has robots running its Aether embodied model take random orders, handle ingredients an

Not a business yetNew application / serviceInfrastructureFood serviceUnder watch

以太之心

Yitaizhixin provides infrastructure for AI agents, but specific product form and delivery process are not yet disclosed. The seed funding of tens of millions in

Not a business yetNew application / serviceInfrastructureAI infrastructureCross-market opportunityUnder watch

优地机器人

Youdi Robot manufactures commercial service robots for delivery in restaurants, hotels, and similar settings. Users place orders through the system, and the rob

Not a business yetAI transformationAI + LifeRestaurantUnder watch

元空AI

YuanKong AI has launched an on-device edge model in partnership with HP, enabling local inference without cloud dependency. The solution targets enterprises see

Not a business yetNew application / serviceAI + DevITUnder watch

元空智能

Before a new model ships, system integration engineers at PC makers must adapt on-device models and drivers; Yuankong Intelligence supplies an on-device approac

Not a business yetAI transformationInfrastructurepersonal computersUnder watch

分子之心

Computational chemistry or drug discovery teams that need to assess candidate molecule stability and reaction pathways previously ran molecular dynamics simulat

Not a business yetNew application / serviceInfrastructurebiopharmaUnder watch

创新奇智

AInnovation provides an enterprise agent development and deployment platform for manufacturing. Companies feed production and supply chain data to build agents.

Not a business yetAI transformationAI + BusinessManufacturingUnder watch

创新奇智

AInnovation upgraded its industrial agent platform for manufacturing. Specific upgrade details are undisclosed and require verification.

Not a business yetAI transformationAI + BusinessManufacturingUnder watch

努比亚 NaviX Ultra

When ordinary consumers need to complete cross-app tasks such as booking tickets, ordering food or looking up information on their phone, they normally switch b

Not a business yetNew application / serviceAI + LifeConsumer ElectronicsUnder watch

努比亚NaviX Ultra

Nubia NaviX Ultra is a smartphone claimed as the world's first AI agent phone, having received MIIT network access license, planned for September 2026 launch. I

Not a business yetNew application / serviceGeneral assistantsConsumer ElectronicsUnder watch

医渡科技

Yidu Tech is a medical AI company advancing modularization and standardization of medical AI agents; specific product forms and deliverables are undisclosed.

Not a business yetAI transformationAI + BusinessHealthcareUnder watch

千问办公

Observatory night-shift staff watching a telescope all night must track target positions, cloud cover, humidity, wind and equipment status, and reshuffle alread

Not a business yetNew application / serviceAI + Productivityastronomical researchUnder watch

华钦科技

Bank compliance staff open this system during anti-money-laundering review, handing suspicious transactions and customer files that were previously checked manu

Not a business yetAI transformationAI + BusinessBankingUnder watch

博泰车联

Botech Automotive is a connected vehicle company providing intelligent cockpit and telematics solutions. H1 2026 revenue doubled with significant AI revenue gro

Not a business yetAI transformationAI + BusinessAutomotiveUnder watch

品高股份

Bingoo released its new Pinyuan AI appliance with three models, offering on-premise AI computing for enterprises. Specific use cases and delivery need further v

Not a business yetAI transformationInfrastructureEnterprise ServicesUnder watch

商汤小浣熊

SenseTime's 'Raccoon' is an AI office product. Recent reports say it secured a major project, but specific features, workflow, or deliverables are not detailed

Not a business yetAI transformationAI + ProductivityOffice SoftwareUnder watch

国家反诈AI

'National Anti-Fraud AI' is an official app for the general public to identify and prevent fraudulent calls and messages. Specific features and workflow need ve

Not a business yetNew application / serviceAI + LifePublic safetyUnder watch

安克 AeroClip 2

Anker AeroClip 2 is an open-ear headphone with AI compute for audio processing; specifics undisclosed.

Not a business yetAI transformationAI + LifeConsumer electronicsUnder watch

掌动智能

Palm Dynamics shared AI-driven quality and efficiency engineering practices at QECon2026 Shanghai, focusing on AI in software testing and QA. Specific product f

Not a business yetAI transformationAI + DevSoftware and IT servicesUnder watch

政务热线治理智能体

Government hotline staff who today manually aggregate 12345 tickets, classify complaints and count recurring issues after the fact would, per the report, feed c

Not a business yetAI transformationAI + BusinessPublic servicesUnder watch

数巅智能

Media coverage of the 2026 World AI Conference features Shudian Intelligence presenting data agents that reshape enterprise AI productivity. Which roles it serv

Not a business yetNew application / serviceAI + ProductivityEnterprise ServicesUnder watch

新华GEO智能体平台

Overseas marketing staff at industrial firms hand company information to the platform when preparing English product materials and promotional content; AI gener

Not a business yetNew application / serviceAI + Businessindustrial manufacturingUnder watch

明略科技

MiningLamp Technology provides agent-based services to enterprises, where AI agents handle data processing and decision support in business processes, deliverin

Not a business yetAI transformationAI + BusinessEnterprise ServicesUnder watch

易点天下

Cross-border brands or media buyers preparing content and product information open this solution, where they previously had to guess search and recommendation r

Not a business yetAI transformationAI + BusinessMarketing and advertisingUnder watch

星尘智能

Astribot is a company developing embodied intelligent robots, building a full-stack Physical AI technology from perception, decision-making to execution. The ad

Not a business yetAI transformationAI + LifeRoboticsUnder watch

星映AI短剧创作平台

Xingying AI Short Drama Creation Platform targets short drama creators; AI receives scripts or ideas and generates short drama content, delivering publishable w

Not a business yetNew application / serviceAI + CreativeShort dramaUnder watch

星映AI短剧创作平台

Xingying AI Short Drama Creation Platform targets short drama creators and screenwriters, offering AI-assisted creation services, but specific inputs, actions,

Not a business yetNew application / serviceAI + CreativeMediaUnder watch

星辰智能体

China Telecom Hunan launched a 'Token Factory' in Changsha and released a free personal version of Xingchen Agent. Specific features, use cases, and deliverable

Not a business yetNew application / serviceGeneral assistantsTelecommunicationsUnder watch

普汇智为

Puhui Zhiwei held its 2026 launch event in Shenzhen, unveiling new IT operations products for teams handling system monitoring and incident response. The report

Not a business yetNew application / serviceAI + DevIT servicesUnder watch

智惠映AI拍照智能体(顶拍版)

When e-commerce sellers list new or revised products, they normally rent a studio, book a photographer, set up lighting and retouch images before they have a li

Not a business yetNew application / serviceAI + BusinessE-commerce and retailUnder watch

极壳 Hypershell

Hikers or older adults with limited mobility wear Hypershell's exoskeleton during long walks and climbs; motors and sensors assist the hip and knee joints, givi

Not a business yetNew application / serviceAI + LifeConsumer ElectronicsUnder watch

梅卡曼德

Mech-Mind provides 3D vision perception and motion planning components for industrial robots, including cameras, vision software, and planning software that can

Not a business yetAI transformationAI + BusinessManufacturingUnder watch

梦饷科技

Private-traffic shop owners maintaining customers in WeChat groups and Moments normally write product copy, answer messages and track customer preferences thems

Not a business yetNew application / serviceAI + BusinessRetailUnder watch

比昂芯科技

Biyangxin Technology is exploring the use of AI in EDA (Electronic Design Automation) processes. Specifically, AI may receive layout or verification data from c

Not a business yetAI transformationAI + DevSemiconductorsUnder watch

海信JUOS

Hisense released JUOS, a home AI companion-level AIOS integrated into TVs and other devices, offering intelligent interaction and home services. Specific featur

Not a business yetAI transformationAI + LifeConsumer ElectronicsUnder watch

海清智元

Haiqing Zhiyuan combines multispectral imaging with AI for security surveillance and industrial inspection. Users input surveillance video or industrial images,

Not a business yetAI transformationAI + BusinessSecurityUnder watch

深演智能

At the new-product scoping and launch-decision stage, brand teams previously had to manually assemble market, competitor and consumer material before meeting to

Not a business yetAI transformationAI + BusinessMarketing and AdvertisingUnder watch

深演智能

Shenyan Intelligent is an AI application company, possibly providing intelligent solutions for marketing. Specific product functions and workflows are not detai

Not a business yetAI transformationAI + BusinessMarketingUnder watch

清华AI眼科诊所

In outpatient screening and follow-up, ophthalmologists feed fundus images and patient history into this multi-agent clinical framework, where separate agents h

Not a business yetNew application / serviceAI + LifeHealthcareUnder watch

滴滴自动驾驶

DiDi's new Robotaxi R2 started unmanned passenger testing; details on cities, service scope, and fleet size are undisclosed.

Not a business yetAI transformationAI + LifeMobilityUnder watch

灵境AI文创平台

Lingjing AI Cultural and Creative Platform targets the public with emotional healing needs, combining AI-generated content with cultural products. Users may rec

Not a business yetNew application / serviceAI + LifeCultural and creativeUnder watch

灵睿智芯

LingRuiZhiXin is a chip company that launched an all-domestic multi-threaded Agent CPU. Specific application scenarios and deliverables are yet to be verified.

Not a business yetNew application / serviceInfrastructureSemiconductorsUnder watch

猿力科技

K-12 teachers use Yuanli Technology's AI approach in class and homework; the AI receives student answer and learning data and outputs tutoring prompts for teach

Not a business yetAI transformationAI + ProductivityEducationUnder watch

百度搭子

Enterprise staff open Baidu Dazi's enterprise edition at points such as internal knowledge retrieval and process Q&A, handing over corporate documents and busin

Not a business yetAI transformationGeneral assistantsEnterprise ServicesUnder watch

百度搭子

Baidu Dazi is an agent product aimed at general users; at Baidu AI Cloud's Super Agent Conference in Shenzhen it was disclosed to have grown its user base 9x qu

Not a business yetNew application / serviceGeneral assistantsUnder watch

百度秒哒

Aimed at business staff inside companies who understand the process but cannot code, it turns a natural-language description of an internal management or workfl

Not a business yetAI transformationAI + DevSoftware and IT servicesUnder watch

百望股份

Baiwang Co., Ltd. launched a logistics intelligent agent ecosystem platform, aiming to extend B2B platform services to the physical world. Specific AI inputs, a

Not a business yetAI transformationAI + BusinessLogisticsUnder watch

百融云创

Bairong YunChuang deploys AI agents as 'silicon-based employees' in customer service, handling 15,000 calls daily and paid by results. Specific workflow details

Not a business yetAI transformationAI + BusinessFinanceUnder watch

知乎AI Works

Zhihu's AI Works is an AI application platform where users turn ideas into working AI applications. The update reported here adds one-click deployment, letting

Not a business yetNew application / serviceAI + CreativeContent communitiesUnder watch

知乎AI Works

Zhihu's AI creation platform. Creators turn their Zhihu content into AI applications; after this update apps can be deployed to others with one click instead of

Not a business yetNew application / serviceAI + CreativeContent creationUnder watch

知乎AI Works

Zhihu AI Works is an AI creation tool launched by Zhihu. This update adds one-click deployment for applications. Creators can quickly deploy AI-generated conten

Not a business yetAI transformationAI + CreativeContent CreationUnder watch

科驭

Keyou produces clothing care machines that use AI for garment care. Users place clothes in the machine, and AI identifies the fabric and automatically selects a

Not a business yetAI transformationAI + LifeHome AppliancesUnder watch

立德机器人

When production engineers at shipyards handle large steel structures in hull-section welding and grinding, Lide Robotics takes on those processing actions with

Not a business yetAI transformationAI + BusinessshipbuildingUnder watch

群核科技

Qunhe Technology provides a cloud design platform for the home and architectural design industry. Users upload floor plans or select templates, and AI generates

Not a business yetAI transformationAI + BusinessHome DesignUnder watch

翠杉科技

Cuishan Technology offers green AI computing solutions, but specific workflows, deliverables, and customer segments are not described in the report; further ver

Not a business yetNew application / serviceInfrastructureEnergyUnder watch

腾讯 WorkBuddy

According to one report, Tencent open-sourced a project called WorkBuddy, described in the headline as connecting scattered AI tools. The material does not say

Not a business yetOpen-source projectInfrastructureUnder watch

腾讯WorkBuddy

Tencent WorkBuddy is an AI agent product for enterprise employees, but its specific features, use cases, and deliverables are not yet public. According to repor

Not a business yetNew application / serviceGeneral assistantsEnterprise ServicesUnder watch

芝士车管家

Autohome's 'Zhishi Car Butler' AI agent targets car buyers and owners, assisting across selection, purchase, usage, and selling. Users input budget, preferences

Not a business yetAI transformationAI + LifeAutomotiveUnder watch

苏宁易采云

In Suning Yicaiyun's industrial goods procurement flow, an AI agent takes part in quoting, selection or order handling, and the reported outcome is growth in bo

Not a business yetAI transformationAI + Businessindustrial goods procurementUnder watch

蚂蚁保

Insurance agents or underwriters open Ant Insurance's AI services when handling policy inquiries, underwriting and claim materials; the AI receives submitted po

Not a business yetAI transformationAI + BusinessInsuranceUnder watch

蚂蚁保

At the points of choosing a policy, underwriting or claims questions, policyholders or agents open Ant Bao, where they previously had to read terms, compare cov

Not a business yetAI transformationAI + BusinessInsuranceUnder watch

蚂蚁财富

When individual investors check fund holdings and returns on Ant Fortune, the platform uses AI to generate allocation suggestions and advisory content, replacin

Not a business yetAI transformationAI + Businesswealth managementUnder watch

蚂蚁阿福

When users have a health question or need routine health management, they open Ant Afu, enter symptom descriptions or health data, and the AI returns health Q&A

Not a business yetNew application / serviceAI + Lifehealth managementUnder watch

豆包爱学

Primary and secondary students and parents open this app when stuck on a math problem during homework; they photograph or type it, the AI solves it step by step

Not a business yetNew application / serviceAI + LifeEducationUnder watch

豆神教育

Doushen Education is an education company; its AI education business saw significant revenue growth, but overall losses persist. Specific AI product forms and u

Not a business yetAI transformationAI + LifeEducationCross-market opportunityUnder watch

逸博士

Dr. Yi health agent provides personal health management. Users input health data or symptoms, and AI gives suggestions and risk alerts. Specific workflow and de

Not a business yetNew application / serviceAI + LifeHealthcareUnder watch

酷特智能

Kutesmart is an apparel manufacturer, and the report mentions being with AI, but specific AI application scenarios and deliverables are not disclosed, requiring

Not a business yetAI transformationAI + BusinessApparel manufacturingUnder watch

钛动科技

Tecdo is a marketing technology company, and the CEO proposed the direction of agent commerce, but specific product forms and functions are not disclosed, requi

Not a business yetAI transformationAI + BusinessMarketingUnder watch

铸信司

Brands managing trust may hand public opinion data or user feedback to Zhuxinsi, which analyzes and generates trust reports or suggestions; specific workflow an

Not a business yetNew application / serviceAI + BusinessBrand marketingCross-market opportunityUnder watch

鲁班到家

Luban Daojia is a home services platform where users book installation, repair, and other on-site services. The platform uses AI for order matching, scheduling,

Not a business yetAI transformationAI + LifeHome servicesUnder watch

龟山堂

Guishantang launched in Wuhan, claiming to be the first 'one person, one formula' intelligent wine and food wellness platform. Users provide personal constituti

Not a business yetNew application / serviceAI + LifewellnessUnder watch

deepseek-harness-desktop

DeepSeek Harness gets a computer window you can click, so you do not have to type at a black command screen.

Not a business yetAI + DevCross-market opportunityOpen-source traction 108

dsh-routing-suite

An installation suite including a runtime injector and task-aware routing presets for DeepSeek Harness. Users install the injector first, then apply routing pre

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 7,043

OpenBot

OpenBot is an open-source project by CopilotKit providing AI coworkers, each with an independent computer environment (browser, files, tools), with all actions

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 4,372

Open Bot

An open-source Grok Bot that works with any agent harness

Not a business yetAI + DevCross-market opportunityCommunity score 12

dsh-anchored-standard

New users start DeepSeek Harness on the smallest setup, then open the full toolbox once they are comfortable.

Not a business yetAI + DevCross-market opportunityOpen-source traction 3,822

sprix-sage-router

State-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks

Not a business yetAI + DevCross-market opportunityOpen-source traction 3,814

cumora

People and AI assistants sit in the same chat as coworkers: DMs, claimed tasks, and the same work on every device.

Not a business yetAI + ProductivityCross-market opportunityOpen-source traction 3,492

dsh-market

Browse, search, and one-click install extra abilities inside DeepSeek Harness, without hunting elsewhere.

Not a business yetAI + DevCross-market opportunityOpen-source traction 3,109

zhuzhiliao

Spin this bamboo-cicada toy in a phone browser and hear the cry of that traditional toy.

Not a business yetAI + LifeOpen-source traction 2,854

unlazy

To stop an AI from clocking out early, the job is split layer by layer, and every leaf is held to the standard of the whole task.

Not a business yetAI + DevCross-market opportunityOpen-source traction 2,761

sepia

sepia is an open-source writing skill to remove AI traces, compatible with 77+ Agent Skills-compatible agents, with native plugins for Claude Code, Codex, etc.

Not a business yetOpen-source projectAI + CreativeWritingCross-market opportunityOpen-source traction 2,645

FrontierAgent

FrontierAgent is an open-source agent framework offering a native command-line TUI, ReAct and Agent Team modes, with one-command installation on macOS and Linux

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 2,525

dsh-desktop

A DeepSeek Harness desktop app: a local AI workspace managing DSH sessions, projects, files, web research, plugins, and Office artifacts. Users open the app for

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 62

x64dbg-mcp-server

x64dbg-mcp-server is a native MCP plugin for x64dbg that exposes the debugger's full functionality over HTTP. Reverse engineers or security researchers can conn

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 1,927

JoyAI-Video-Edit

Video editors use JoyAI-Video-Edit for real-time open-ended video editing; it takes video and editing instructions, generates edited video via autoregressive di

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCross-market opportunityOpen-source traction 1,649

Deepseek-Harness-EAC

On Windows, DeepSeek Harness opens in one click with the environment packed in, and you can change the skin.

Not a business yetAI + DevCross-market opportunityOpen-source traction 1,513

delivery-harness

AI harness reference implementation for on-demand delivery workflows

Not a business yetAI + BusinessCross-market opportunityOpen-source traction 1,314

dsh-context

See what this round of AI chat is holding and what it dropped, so key facts do not vanish quietly.

Not a business yetAI + DevCross-market opportunityCommunity score 6

Easel

Easel is an open-source AI agent for social media. Content creators on platforms like Xiaohongshu, Douyin, Zhihu, and Bilibili use it to discover trends, genera

Not a business yetOpen-source projectAI + CreativeSocial MediaCross-market opportunityOpen-source traction 1,169

short-video-generator-AI

short-video-generator-AI is an open-source project for turning YouTube videos into viral short videos. It integrates highlight detection, subtitles, translation

Not a business yetOpen-source projectAI + CreativeContent CreationCross-market opportunityOpen-source traction 195

dsh-im

dsh-im is an open-source project that connects IM bots to DeepSeek Harness via QR code or credentials, supporting 9 channels including Feishu, WeChat, DingTalk,

Not a business yetOpen-source projectAI + ProductivitySoftware DevelopmentCross-market opportunityOpen-source traction 1,088

dsh-vision-router

Give a text-only AI eyes, so looking at a picture, reading text, or grabbing a screenshot is just another step.

Not a business yetAI + DevCross-market opportunityOpen-source traction 1,051

human-review

human-review is a visual tool that lets users edit and comment on HTML and Markdown files, like Google Docs, and send feedback to AI agents. It integrates into

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 1,022

Payment pathFree and open source (MIT), no monetization. The author's value flows to personal brand: the skill is content-…

LiveStream-Agent-Studio

A Windows local AI Agent Studio for Douyin live e-commerce, used by streamers or operators to discover streamers, gain live insights, review after streams, and

Not a business yetOpen-source projectAI + Businesse-commerceCross-market opportunityOpen-source traction 1,018

uisight

uisight is an open-source tool for frontend developers and designers to measure UI quality in live mobile and desktop sessions. It takes screen session data, us

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 63

eve-software-factory-template

Foreman is a ready template: in minutes you stand up a line where AI writes and a person decides.

Not a business yetAI + DevCross-market opportunityOpen-source traction 997

lanshu-create-ai-presenter-video

Video producers use lanshu-create-ai-presenter-video to generate verified AI presenter videos from a script and an authorized presenter image; it takes script a

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCross-market opportunityOpen-source traction 997

open-seo-mcp-skills

An open-source SEO and GEO skills collection for Claude, covering keyword research, rank tracking, site audits, backlinks, competitor gaps, and AI visibility. I

Not a business yetOpen-source projectAI + BusinessMarketingCross-market opportunityOpen-source traction 996

stop-that-shit

Stop unrequested hashes, checksums, and task-scope creep in AI coding agents.

Not a business yetAI + DevCross-market opportunityOpen-source traction 962

dsh-pocket

Put DeepSeek Harness in your pocket, sync access via phone scan

Not a business yetAI + ProductivityCross-market opportunityOpen-source traction 944

video-talkcraft

Turns Claude Code / Codex into a motion-design studio for voiceover-driven explainer videos, featuring word-level voiceover sync, 78 motion recipe cards, an ant

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCross-market opportunityOpen-source traction 891

pgbot

Watch Postgres for people: what is slow, what to fix, evidence first, then let an agent touch it.

Not a business yetAI + DevCross-market opportunityOpen-source traction 831

pr-lens

pr-lens is a code review tool that draws every Pull Request as animated architecture and data-flow diagrams, embedded directly in the PR. Developers can use it

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 829

Wake

Developers can browse, search, and resume all coding-agent sessions on their Mac in one place, built with Rust and GPUI. Delivers a unified session management i

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 736

fullstack-agent

fullstack-agent is an installation wizard that helps developers set up a complete AI agent stack including memory, voice, vision, and action capabilities. Devel

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 735

OKF Agent Memory

OKF Agent Memory is an open-source memory tool for AI coding agents. During development, the AI agent reads project history; this tool stores memory in a Git-na

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 75

agenttrail

agenttrail is an open-source tool providing an infinite canvas for AI coding agents. It maps each repository as a region on a zoomable live map, letting develop

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 659

WeChatBridge

Individual users or content creators open WeChatBridge on macOS to forward WeChat chat records to an AI Agent and Obsidian in one step, with the tool handling e

Not a business yetOpen-source projectAI + ProductivityPersonal knowledge managementCross-market opportunityOpen-source traction 655

doop

doop is an open-source multiplayer design canvas where human designers and AI agents collaborate in real time. It includes built-in MCP, enabling AI agents to p

Not a business yetOpen-source projectAI + CreativeDesignCross-market opportunityOpen-source traction 646

my-free-code

An open-source multi-provider AI gateway for Claude Code and other coding agents, supporting model routing, streaming, tools, reasoning, fallbacks, and local mo

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 637

HarnessRouter

Use one interface to plug several coding agents into your product as a backend that can actually change files.

Not a business yetAI + DevCross-market opportunityCommunity score 9

Minke

Put DeepSeek Harness in a desktop window, so you can use it without living in the terminal.

Not a business yetAI + DevCross-market opportunityOpen-source traction 608

AI Engineer Notebooks

People looking to transition into or advance AI engineering skills learn model APIs, RAG, agents, fine-tuning via Colab notebooks, no local environment needed,

Not a business yetOpen-source projectAI + DevEducationCross-market opportunityCommunity score 111

partmode

Mechanical designers open partmode in a browser for parametric 3D modeling without installation; it runs locally via OpenCascade WASM, supports human and permis

Not a business yetOpen-source projectAI + DevManufacturingCross-market opportunityOpen-source traction 567

3dviz-pro-max

Developers building interactive 3D web scenes provide text prompts; the agent leverages curated recipes and knowledge bases to generate runnable Three.js or Ble

Not a business yetOpen-source projectAI + DevFrontend DevelopmentCross-market opportunityOpen-source traction 540

agent-safe-pipeline

AI can only propose an action; a person must approve it and issue a one-time go-ahead before anything runs.

Not a business yetInfrastructureCross-market opportunityOpen-source traction 166

dsh-pet

One-line install desktop pet, or DIY from AI video

Not a business yetAI + LifeCross-market opportunityOpen-source traction 526

dsh-worktable

dsh-worktable is an agent-project workbench for DeepSeek Harness, featuring a sidebar app drawer, dockable split workspace, and a live control room to watch eve

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 497

GamePhanes

GamePhanes is an open-source game coding agent environment and benchmark for the Godot engine. Game developers or AI agent researchers can let coding agents wri

Not a business yetOpen-source projectAI + DevGamingCross-market opportunityOpen-source traction 471

v4-flash-godmode-opencode-go

Switch a coding AI from a lazy default to a serious mode with a ready-made settings pack.

Not a business yetAI + DevCross-market opportunityOpen-source traction 481

StrikeAgent_AtkBrain-Flash

An AI penetration testing platform for red teaming, SRC, and CTF scenarios. AI receives target info, performs vulnerability scanning and attack simulation, and

Not a business yetOpen-source projectAI + DevCybersecurityCross-market opportunityOpen-source traction 479

simplify-codebase

simplify-codebase is an open-source tool for software engineers to identify and remove accidental codebase complexity without changing behavior. It analyzes a c

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 467

opengrok

opengrok is an open-source tool that lets users run any model in Grok Bot. It offers one-command setup, a model picker UI, evidence-based provider wire maps, an

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 452

fire-your-seo-agency

A Claude Code skill that audits and optimizes SEO, AEO, GEO, LLMO, and Naver search optimization. Users provide website content and structure, and it executes o

Not a business yetOpen-source projectAI + BusinessMarketingCross-market opportunityOpen-source traction 436

video-ai-talking

For creators who want talking-head videos without appearing on camera: upload a real-person video, write subtitles, and the tool performs local voiceover and li

Not a business yetOpen-source projectAI + CreativeContent creationCross-market opportunityOpen-source traction 432

halofy

An open access and governance layer for AI agents across an organization, providing identity, policy, provenance, audit, and signed erasure. Enterprises use it

Not a business yetNew application / serviceAI + BusinessSoftware DevelopmentCross-market opportunityOpen-source traction 424

Lody

Lody lets teams share coding agents on phone and desktop. Developers can share coding agent sessions or configurations with team members for viewing and collabo

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 405

vibe-coding-toolkit

vibe-coding-toolkit is an open-source toolkit with Claude Code plugins, subagent orchestration, quality gates, and ready-to-copy prompts extracted from real pro

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 404

cra-agent

An autonomous agent for EU Cyber Resilience Act compliance: development teams hand over their code repositories, it scans for vulnerabilities, triages findings,

Not a business yetOpen-source projectAI + DevCybersecurityCross-market opportunityOpen-source traction 403

DSH-Transparent-UI-Plugin

Give the DeepSeek Harness web page a frosted-glass skin you can tune, and switch it off to go back.

Not a business yetAI + ProductivityCross-market opportunityOpen-source traction 398

Google AI Mode

Travelers planning a trip use Google AI Mode in Search where they previously opened several booking sites to compare fares. Given travel dates and needs, it tra

Not a business yetNew application / serviceGeneral assistantsTravelCross-market opportunityCommunity score 393

OpenTrailPaper

OpenTrailPaper is an open-source e-ink bike computer for cycling enthusiasts. It receives ride data and displays it on a low-power e-ink screen, replacing tradi

Not a business yetOpen-source projectAI + LifeCyclingCross-market opportunityCommunity score 389

open-steps

open-steps is an open-source project that translates coding agent outputs into plain language, generating honest reports, direct verdicts, and actionable steps.

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 389

huashu-excel

An AI skill pack for data analysis and Excel workflows, used by analysts or finance staff on messy spreadsheets: AI inspects, cleans, aligns requirements, analy

Not a business yetOpen-source projectAI + BusinessData analysisCross-market opportunityOpen-source traction 384

SkillCorpus

SkillCorpus is an open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora, with retrieval and evaluatio

Not a business yetOpen-source projectInfrastructureArtificial IntelligenceCross-market opportunityOpen-source traction 382

MasterAgent

Run the agent entirely on the phone or device, so it can answer in a tenth of a second with no cloud.

Not a business yetInfrastructureCross-market opportunityOpen-source traction 374

pentest-harness

pentest-harness is a self-hosted AI agent framework for authorized penetration testing, bug bounty, security labs, and CTF scenarios. Users bring their own AI m

Not a business yetOpen-source projectAI + DevCybersecurityCross-market opportunityOpen-source traction 372

HERO-Anti-OverDefense

HERO-Anti-OverDefense is a paste-in contract that stops coding agents from over-defending, covering hashing, edge cases, rubrics, and overbuild. Software engine

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 365

dsh-router-standard

A task-aware reasoning-mode router for DeepSeek Harness, switching between spec, mixed, and react behavior bands based on task type, with persona and first-turn

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 363

Huzzah

A novel approach to coding with AI

Not a business yetAI + DevCommunity score 358

AutoResearch

AutoResearch is an open-source project providing AI/ML research agents from idea to paper-ready evidence. Users input a research topic, and the agent automatica

Not a business yetOpen-source projectAI + ProductivityResearchCross-market opportunityOpen-source traction 346

hunter-community

Private financial AI team, open-source self-hosted, 15-min Docker start.

Not a business yetAI + BusinessCross-market opportunityOpen-source traction 343

dsh-synapse

Developers using DeepSeek Harness can browse and branch conversation sessions on a canvas with dsh-synapse, enabling non-linear workflows. Specific operation fl

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 341

pinloop-cli

This is a command-line job search tool for coding agents that searches and evaluates over 10,000 postings from 4,000+ employers, refreshed hourly. Job seekers o

Not a business yetNew application / serviceAI + ProductivityRecruitmentCross-market opportunityOpen-source traction 338

Movie Scene Map

Movie Scene Map is a website cataloging scene maps for 13,312 films, series, games, anime, and manga. Users can browse or search works to see geographic locatio

Not a business yetNew application / serviceAI + LifeEntertainmentCross-market opportunityCommunity score 325

oh-story-dsh

A DSH plugin for novel writing and short-drama production, powered by Oh Story and Drama Skills. Writers or screenwriters invoke the plugin during writing, and

Not a business yetOpen-source projectAI + CreativeOnline literatureCross-market opportunityOpen-source traction 321

ComfyUI-H3-FaceRefine

Refines small faces in MiniMax H3 video: per-frame face tracking, crop, refine with H3, stitch back. Addresses blurry faces in AI video, effect needs verificati

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCross-market opportunityOpen-source traction 310

lemmalog

A Datalog engine for LLM agent memory, offering stratified rules, provenance-tracked facts, incremental derivation, and an MCP server for shared brain use. Deve

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityOpen-source traction 309

learn-agent

Teach someone to build their own agent, with twenty Chinese chapters and code that actually runs.

Not a business yetAI + DevCross-market opportunityOpen-source traction 301

dsh-dafeiyu

A desktop-native companion app for DeepSeek Harness, targeting Windows users, providing real-time agent status display and always-on-top functionality. It recei

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 296

task-state-guard

task-state-guard is an open-source tool for developers using AI coding agents, used to reconcile and fix task states after agent tasks are interrupted by restar

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 290

dsh-ios

iOS developers or test engineers connect a live simulator or USB-connected iPhone to a conversation, using 22 agent tools to boot, build, and drive the UI via a

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 281

pilot-harness

CodePilot-inspired desktop client and plugin suite for DeepSeek Harness

Not a business yetAI + DevCross-market opportunityOpen-source traction 270

Univer Office Plugin

Univer Office Plugin provides an office environment for DeepSeek Harness, integrating spreadsheets, docs, slides, canvases, relational tables, etc., with connec

Not a business yetOpen-source projectAI + ProductivityOffice SoftwareCross-market opportunityOpen-source traction 268

Airsec

Airsec is an open-source tool that uses coding CLIs like Claude and Codex to automatically find security issues in code. Developers run it during coding, and th

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 259

surreal-pop-collage

Everyday photos become surreal pop collages, with only one impossible giant object left in the frame.

Not a business yetAI + CreativeCross-market opportunityOpen-source traction 259

BankMCP

A self-hosted, read-only MCP server that connects personal AI agents to bank accounts via Open Banking, allowing models to query balances and transactions direc

Not a business yetOpen-source projectAI + BusinessFinancial ServicesCross-market opportunityOpen-source traction 258

Atlas

Atlas is a world model for spatial intelligence released by World Labs, targeting developers who need to understand 3D space and physical dynamics. Users input

Not a business yetNew application / serviceInfrastructureRoboticsCommunity score 257

Mimir

Mimir is an open-source research workbench plugin for researchers. It integrates LaTeX writing with live compilation, arXiv paper management, experiment trackin

Not a business yetOpen-source projectAI + ProductivityResearchCross-market opportunityOpen-source traction 254

CarWatch

CarWatch is a local in-car AI project based on Raspberry Pi and Qwen model. Users install the device in their car, and AI receives vehicle data or voice input t

Not a business yetNew application / serviceAI + LifeAutomotiveCross-market opportunityCommunity score 144

papergraph-mcp

papergraph-mcp is an open-source MCP server that converts arXiv and LaTeX mathematical papers into theorem dependency graphs for AI agents. Researchers or AI ag

Not a business yetOpen-source projectAI + DevResearchCross-market opportunityOpen-source traction 247

codex-trajectory

codex-trajectory is a privacy-aware trajectory viewer for local Codex task logs. Developers can import task logs into the tool, which parses and visualizes the

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 243

Noobi.ai

A local-first desktop agent that turns a prompt into a reviewed, playable browser game with Codex App Server. It takes user prompts, generates game code, and ou

Not a business yetNew application / serviceAI + CreativeGamingCross-market opportunityOpen-source traction 242

sentio

sentio is an open-source project providing an email inbox API for AI agents. Developers can give each agent a real email address, receive mail as structured web

Not a business yetOpen-source projectAI + DevSoftware DevelopmentOpen-source traction 240

acryl

When developers use coding agents, acryl provides a persistent workspace and unified context, allowing different agents to share state and context, avoiding rep

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 238

agentic-product-demo

agentic-product-demo is an open-source project that uses AI coding agents and Remotion to generate product demo videos. Users provide product UI code, and the A

Not a business yetOpen-source projectAI + CreativeSoftware DevelopmentCross-market opportunityOpen-source traction 237

modex-mh-agent

Run from contest prompt to a contest paper, and hand the overnight math-modeling crunch to an agent.

Not a business yetAI + DevCross-market opportunityOpen-source traction 230

Dextr AI

A hotel front desk or reservations agent taking booking calls and handling last-minute guest requests such as late check-in would normally log them by hand and

Not a business yetNew application / serviceAI + BusinessHotels and accommodationCommunity score 76

whip

whip is a fast coding-agent harness written in Go, offering a tool-use loop, TUI, model routing, and MCP support. Developers can run it in the terminal, connect

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 218

EvoQuant

Quantitative researchers hand research questions to EvoQuant, which autonomously performs data retrieval, factor testing, backtesting, and report generation, de

Not a business yetOpen-source projectAI + BusinessFinancial investmentCross-market opportunityOpen-source traction 212

nurb

Tell an agent to draw a part you can 3D-print, without first learning to model.

Not a business yetAI + CreativeOpen-source traction 208

inkloom

For small business owners and independent designers creating a mark for a new business: after a business description is entered, a brand-analysis model turns it

Not a business yetOpen-source projectAI + Creativebranding and designCross-market opportunityOpen-source traction 207

worldmodels101

AI learners use an interactive course to study world models, with nine visual chapters covering prediction, latent dynamics, planning, JEPA, video models, and f

Not a business yetNew application / serviceAI + ProductivityOnline EducationCross-market opportunityOpen-source traction 206

limioryn

Let a software agent act on real devices, with each move checkable and a way to pull back if it goes wrong.

Not a business yetInfrastructureCross-market opportunityOpen-source traction 205

procoder

procoder is a discipline layer for AI coding agents. When developers have AI agents commit code, it checks whether the commit passes quality gates, counting unc

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 201

Claude-AD

Red team engineers use Claude Code as an execution engine during internal Active Directory penetration tests, driving tools like netexec and impacket through sk

Not a business yetOpen-source projectAI + DevCybersecurityCross-market opportunityOpen-source traction 199

tonghuasun-agent

tonghuasun-agent is an open-source tool that lets users query Tonghuashun market data, K-lines, positions, LV2 real-time orders, and tick-by-tick trades directl

Not a business yetOpen-source projectAI + BusinessFinanceCross-market opportunityOpen-source traction 194

Blue-Whale-Harness

Blue-Whale-Harness is a catalog site for DeepSeek Harness plugins, listing 1958 repositories and 1819 plugins, with Chinese-English search, category filtering,

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 190

LatticeDB

When developers need an embedded graph database, they can use LatticeDB to embed directly into applications like SQLite, storing and querying graph-structured d

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityCommunity score 179

dsh-memory-evolve

The AI still remembers days later, quietly picks up skills in the background, and uninstalls clean.

Not a business yetAI + DevOpen-source traction 177

VibeGame

VibeGame is an open-source multi-agent framework that turns natural language descriptions into fully playable 2D web games, with editing capabilities. Built on

Not a business yetOpen-source projectAI + CreativeGamingCross-market opportunityOpen-source traction 170

forward-implementation-first

A skill pack for AI coding agents like Claude Code and Codex, preventing them from stalling on self-invented bookkeeping (receipts, hashes, locks, certification

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 169

dsh-agent-team-gui

An open-source GUI for DeepSeek Harness that enables developers to create and manage persistent multi-model workflow teams. It takes user-defined task goals, dy

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 165

foremerge

Foremerge is an open-source protocol for coordinating multiple coding AI agents, detecting intent conflicts above Git to prevent code conflicts. Developers subm

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 45

anime-find

Search anime inside the chat, see ratings and details in one card, and copy the link when you find a source.

Not a business yetAI + LifeCross-market opportunityOpen-source traction 164

Myrqen

Myrqen is a security testing tool integrated into coding agents developers already use. When developers use coding agents to generate code, Myrqen automatically

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 159

dshfind

One place to learn how DeepSeek Harness works, where extra abilities live, and how others actually use them.

Not a business yetAI + DevOpen-source traction 158

Termy

Language learners use Termy while playing games, watching videos, or browsing websites, submitting unfamiliar words or sentences for contextual explanations and

Not a business yetNew application / serviceAI + LifeEducationCross-market opportunityCommunity score 155

Desktopcolors.com

A museum of solid desktop colors from classic operating systems, collected by system.

Not a business yetAI + LifeCommunity score 154

Voronoi Go

Voronoi Go is an online Go platform where players can play against a community-contributed strong AI bot or engage in correspondence games. It takes player move

Not a business yetNew application / serviceAI + LifeGamingCross-market opportunityCommunity score 154

unreel

unreel is an open-source project positioned as a personal AI video streaming service. It may allow users to generate or personalize video content via AI, but sp

Not a business yetNew application / serviceAI + LifeEntertainmentCross-market opportunityOpen-source traction 154

repopilot

After receiving a public code repository issue or PR review comment, a software engineer runs the self-hosted repopilot so agents read those goals and feedback

Not a business yetOpen-source projectAI + DevSoftware and IT servicesCross-market opportunityOpen-source traction 153

semantix

semantix is a semantic agent kernel designed to make AI agents more efficient and self-evolving. It provides a semantic understanding layer that helps agents un

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityOpen-source traction 151

PicoMQ

PicoMQ is a durable stream message queue based on object storage, providing reliable messaging over HTTP. Developers can use it for event-driven architectures,

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityCommunity score 146

WebLLM

WebLLM is an open-source inference engine that runs large language models directly in the browser. Developers deploy model files to the web, allowing users to p

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityCommunity score 142

pcb-skill

A hardware founder or electronics engineer with only an idea uses it to push that idea to a manufacturable PCB: the AI takes the idea and constraints and produc

Not a business yetOpen-source projectAI + DevHardware manufacturingCross-market opportunityOpen-source traction 139

ten-proofs

OpenAI released Lean certificates for ten proofs in mathematics and theoretical computer science, allowing researchers to verify and reproduce. Delivers machine

Not a business yetOpen-source projectInfrastructureMathematics researchCross-market opportunityOpen-source traction 138

Penelopa.ai

Penelopa.ai targets developers using AI coding agents like Codex and Claude Code, analyzing real session logs after agent sessions to identify repeated workflow

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 137

codex-guard

codex-guard is a quality gate tool for AI/Codex-generated pull requests, blocking leftover TODOs, leaked secrets, sloppy commits, and failing CI before they rea

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 136

dsh-gitbash-preset

Windows PCs can use DeepSeek Harness in its simplest mode without switching operating systems.

Not a business yetAI + DevCross-market opportunityOpen-source traction 136

ai-apple-video

This is an open-source skill that lets marketers or e-commerce sellers input ordinary product images or materials and generate a roughly 30-second high-end prod

Not a business yetOpen-source projectAI + CreativeMarketingCross-market opportunityOpen-source traction 134

percho

Percho is a desktop GUI for the Pi coding agent, offering multi-session chat, visual tool approvals, and custom themes. Developers using Pi CLI can switch to a

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 129

Flare

Flare is a graph-first IDE for agentic coding, letting developers visualize and manage task dependencies of AI coding agents. It ingests codebase and agent exec

Not a business yetOpen-source projectAI + DevSoftware DevelopmentOpen-source traction 123

open-sheet

open-sheet is a spreadsheet framework designed for AI agents: developers write models in React and export live .xlsx files. It targets developers building AI ag

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 123

remiqora

An independent musician or producer working on a demo locally hands text descriptions or existing audio to remiqora, which calls local music models to generate

Not a business yetOpen-source projectAI + CreativeMusic productionCross-market opportunityOpen-source traction 122

Muse

Users of Meta's Muse assistant let it read local content and perform actions during daily tasks; because the assistant holds high privileges, a single induced c

Not a business yetNew application / serviceGeneral assistantsSoftware and IT servicesCross-market opportunityCommunity score 121

TeXbrain

A LaTeX editor that runs pdfTeX in the browser via WASM, allowing users to compile LaTeX documents without local installation. It supports real-time preview and

Not a business yetNew application / serviceAI + ProductivityResearchCross-market opportunityCommunity score 117

RonanRX

RonanRX offers personalized peptides and GLP-1 medications, with users obtaining customized plans through an online platform. Specific processes and delivery me

Not a business yetNew application / serviceAI + LifeHealthcareCross-market opportunityCommunity score 114

h3-game-sprites

h3-game-sprites is an Agent Skill that turns AI-generated video into 2D game sprite sheets, using the Mortal Kombat method with MiniMax H3 as the actor. Game ar

Not a business yetOpen-source projectAI + CreativeGamingCross-market opportunityOpen-source traction 114

MiniMax-H3-Director-Cut-Studio

A PySide6-based director studio for MiniMax H3 Ref2VA, offering AI shot planning, semantic media enrichment, timeline prompt reconciliation, and shot-aware long

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCross-market opportunityOpen-source traction 113

Speko (YC S26)

For voice support, it picks the best listen-think-speak combo so you stop trial-and-error across vendors.

Not a business yetInfrastructureCommunity score 113

dsh-run2skill

An open-source utility that parses successful DeepSeek Harness session runs and automatically synthesizes them into reviewable, reusable agent skills, eliminati

Not a business yetOpen-source projectAI + DevSoftware EngineeringCross-market opportunityOpen-source traction 113

oss-pr-reviewer

oss-pr-reviewer is an AI-powered CLI for reviewing public code repository pull requests, detecting potential bugs, security risks, regressions, and missing test

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 112

alego

When developers build AI agents, alego provides a plugin-based framework, modularizing functions for easy composition and reuse. Specific workflows and delivera

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 109

dsh-strata

dsh-strata is a session stratification plugin for the DeepSeek Harness Web GUI. Developers in long sessions use a to-scale, color-coded map on the scrollbar to

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 109

GEOHub

GEOHub is an open-source GEO and SEO agent skill set for AI search, offering research-grounded discovery, diagnosis, content, measurement, and one-line SEO plan

Not a business yetOpen-source projectAI + BusinessMarketingCross-market opportunityOpen-source traction 108

spotpatch

Frontend developers debugging React apps can click any UI element to jump to its exact JSX/TSX source, inspect API data flow, and prepare reviewable AI patches.

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 107

HN Match Maker

HN Match Maker is a matching tool that automatically pairs 'Who Wants to Be Hired?' (job seeker posts) with 'Who's Hiring?' (job posts) on public reporting. It

Not a business yetNew application / serviceAI + BusinessRecruitmentCross-market opportunityCommunity score 106

ThoughtDAG

Chatting with an AI is no longer one scrolling line: ideas can branch and merge, and editing one node does not wreck the rest.

Not a business yetAI + ProductivityCommunity score 106

dsh-turn-delete

dsh-turn-delete is a session management plugin for DeepSeek Harness. Developers debugging AI sessions can delete one complete turn without deleting the entire s

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 106

film-studio-skills

Provides 7 installable agent skills for AI video production, covering the pipeline from script to locked, generation-ready shot prompts, compatible with Claude

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCross-market opportunityOpen-source traction 106

Heisenberg

Heisenberg is a block-based content engine and bilingual blog backend for Laravel, featuring a Gutenberg-style editor, media library, post templates, roles, and

Not a business yetOpen-source projectAI + CreativeContent CreationCross-market opportunityOpen-source traction 105

clipfactory

Input topic and template, generate short vertical videos from your own B-roll: AI script, voice, scene plan, captions, FFmpeg render. Supports multi-persona, AI

Not a business yetOpen-source projectAI + CreativeShort video creationCross-market opportunityOpen-source traction 105

openhistory

openhistory records local AI agent work history on macOS, creating a searchable timeline. Users can review past tasks and outputs; details of recording and sear

Not a business yetOpen-source projectAI + ProductivitySoftware DevelopmentCross-market opportunityOpen-source traction 105

repo-context-ledger

repo-context-ledger is an open-source Agent Skill that keeps repository context, feature specs, change handoffs, and README summaries synchronized across AI cod

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 105

repo-context-mcp

repo-context-mcp is an MCP server that provides repo maps, code search, and token-aware context packs for AI coding agents. Developers integrate it into AI codi

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 105

overlay-studio

overlay-studio is an open-source editing workbench for talking-head video creators. When editing, creators provide the transcript to AI, which automatically arr

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCross-market opportunityOpen-source traction 103

LuaCAD

Script parts whose dimensions you can change, so editing one number yields a new drawing.

Not a business yetAI + CreativeCommunity score 101

Tender-Assistant-V2.5

An AI Agent prototype for tender and bid document workflows, featuring parsing tender documents, generating draft responses, role-based review, and tracking AI

Not a business yetOpen-source projectAI + BusinessBiddingCross-market opportunityOpen-source traction 101

codflow

codflow is an open-source e-commerce and delivery platform for Algeria, COD-first and agentic-ready. Merchants use it in order processing and delivery dispatch;

Not a business yetOpen-source projectAI + BusinessE-commerceCross-market opportunityOpen-source traction 100

hr-onboarding-agent

Run onboarding inside Feishu: read documents, follow the checklist, remind on time, and stop chasing people by hand.

Not a business yetAI + BusinessCross-market opportunityOpen-source traction 99

swissdevjobs-cli

Developers or job seekers can search and apply to approximately 4,700 salary-transparent tech jobs across 7 countries from the terminal or an AI agent. The CLI

Not a business yetNew application / serviceAI + BusinessRecruitmentCross-market opportunityOpen-source traction 97

TradingAgents

TradingAgents is an open-source multi-agent LLM framework for financial trading, targeting traders and quantitative analysts. It takes market data, news, and ot

Not a business yetOpen-source projectAI + BusinessFinanceCross-market opportunityCommunity score 95

k10s

k10s is a Kubernetes TUI with clickable operations, instant search, logs/exec/port-forward, and context-aware AI. Users can manage Kubernetes clusters directly

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 91

Engrim

A universal, local-first SQLite memory engine for AI CLI tools that manages conversation context and long-term state locally with minimal latency.

Not a business yetOpen-source projectInfrastructureSoftware EngineeringCross-market opportunityCommunity score 89

Mole

Mole is a deep research agent for developers that runs in the terminal. Developers launch it from the command line, input a research task, and it autonomously p

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCommunity score 89

BootAgent

On a new computer, the usual AI assistants are set up once, without hand-editing each tool.

Not a business yetAI + DevOpen-source traction 88

dsh-secure-audit

dsh-secure-audit is a read-only security and compliance plugin for DeepSeek Harness. Security or compliance personnel use it to detect prompt injection, redact

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 87

resume-evidence-workflow

Job seekers input their experiences; the workflow uses AI to dig into details, match JD, rewrite resumes, and generate interview-ready narratives; output is a p

Not a business yetOpen-source projectAI + ProductivityRecruitmentCross-market opportunityOpen-source traction 86

OneCLI (YC S26)

OSS sandboxed agent harness for teams

Not a business yetAI + DevCommunity score 85

jmeter-mcp-server

jmeter-mcp-server is an MCP server enabling AI assistants to build, run, and read reports for JMeter test plans. Test engineers or developers previously configu

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 85

dsh-talk-map

dsh-talk-map is a visual conversation map for DeepSeek Harness, displaying sessions as cards on a whiteboard, supporting drag-and-drop, double-click to chat, an

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 81

machine0 (YC S26)

Spin up a cloud computer for an agent from the command line; it stays up, can suspend, and bills by the minute.

Not a business yetInfrastructureCommunity score 80

wildstatic

A public AI whose memory is shared: what people told it stays, so the next person can pick up the thread.

Not a business yetGeneral assistantsCommunity score 80

zoneless

Open-source Stripe Connect alternative

Not a business yetAI + BusinessCommunity score 80

Mic Drop

Let a group sing karaoke together online, on the beat, as a scored game.

Not a business yetAI + LifeCommunity score 79

indexed

indexed is a multimodal video memory system for humans and AI agents; specific workflows and deliverables remain to be verified.

Not a business yetOpen-source projectAI + LifePersonal LifeCross-market opportunityOpen-source traction 78

gameops-investigator

gameops-investigator is an evidence-first agent for game operations incident investigation, using read-only MCP tools with reproducible evaluations.

Not a business yetOpen-source projectAI + DevGamingCross-market opportunityOpen-source traction 76

pub

Check if any of the $656M in unclaimed royalties at The MLC is yours

Not a business yetAI + BusinessCommunity score 75

agent-orchestra

agent-orchestra is a portable multi-agent collaboration skill for developers running 3+ AI agents. It auto-identifies agent tools, permissions, and expertise, a

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 72

dsh-super-injector

Add a new ability to DeepSeek Harness without shutting it down; try it, then remove it if it fails.

Not a business yetAI + DevOpen-source traction 71

signal-vaults

signal-vaults is an open-source tool for users who need to extract knowledge from WeChat groups and official accounts. Users import chat logs or articles, and A

Not a business yetOpen-source projectAI + ProductivityKnowledge ManagementCross-market opportunityOpen-source traction 71

Sokoban AI Solver

On Sokoban-style puzzles where one wrong step traps you, the AI works out a path that actually clears the board.

Not a business yetAI + DevCommunity score 69

SubSmith

SubSmith lets language learners upload their own videos (e.g., movies, YouTube videos), AI transcribes and translates, turning videos into language learning mat

Not a business yetNew application / serviceAI + LifeEducationCross-market opportunityCommunity score 69

Trading-Journal-AI

An individual trader imports broker CSV trade records on their own machine; the tool turns scattered fills into round-trip trades and key metrics, then Claude p

Not a business yetOpen-source projectAI + BusinessFinance and InvestmentCross-market opportunityOpen-source traction 67

Remarc

Remarc is a feedback layer for AI collaboration, allowing users to point at anything on their Mac (text, screenshots, web elements, or voice) and the AI agent r

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 66

wordpress-mcp-elementor-wppilot

WordPress site maintainers or developers use MCP protocol to let AI assistants directly operate the WordPress backend. The free version offers 103 typed abiliti

Not a business yetOpen-source projectAI + DevWeb DevelopmentCross-market opportunityOpen-source traction 66

ms-365-21v-mcp-server

A policy-aware OAuth 2.1 MCP gateway for Microsoft 365 operated by 21Vianet. It receives MCP requests, handles authentication and policy, enabling AI agents to

Not a business yetOpen-source projectAI + BusinessEnterprise ServicesCross-market opportunityOpen-source traction 65

deepseek-v4-flash-vision-video-rag

This is a video understanding and Q&A agent skill based on DeepSeek's vision model. After a user uploads a video, it extracts frames along the timeline to build

Not a business yetOpen-source projectAI + CreativeVideo analysisCross-market opportunityOpen-source traction 62

Reactor Atlas

Reactor Atlas targets nuclear engineers and safety analysts. It takes reactor design parameters and operational data, runs AI-based neutronics and thermal-hydra

Not a business yetNew application / serviceAI + Businessnuclear engineeringCross-market opportunityCommunity score 63

Open Oscar Server

Open Oscar Server is an open-source server compatible with AIM and ICQ clients, allowing users to continue using legacy IM clients. Public info only mentions co

Not a business yetOpen-source projectAI + ProductivityCommunicationCross-market opportunityCommunity score 61

Sesame

Sesame is a local-first, open-source password manager. Users store passwords locally on their devices, protected by encryption, and may offer browser extensions

Not a business yetNew application / serviceAI + ProductivityIndividual UsersCross-market opportunityCommunity score 61

kancelaria-lex

Polish lawyers use kancelaria-lex to process case files; it runs fully locally and by construction avoids fabricated citations; it takes case files, analyzes th

Not a business yetOpen-source projectAI + BusinessLegal ServicesCross-market opportunityOpen-source traction 60

Saggar

For people who work with many windows open, sessions stay lined up so attention does not scatter.

Not a business yetAI + ProductivityCommunity score 59

dhunter

dhunter is an AI-driven autonomous penetration testing platform. After user inputs a target, AI agents automatically perform reconnaissance, planning, active te

Not a business yetOpen-source projectAI + BusinessCybersecurityCross-market opportunityOpen-source traction 57

Omacosy

Omarchy-style tiling desktop for macOS, no SIP

Not a business yetAI + ProductivityCommunity score 56

omega-epsilon-problem-forge

For Spanish-speaking math olympiad coaches and teachers, input topics or difficulty levels to generate Spanish-language math olympiad-style practice problems, d

Not a business yetOpen-source projectAI + CreativeEducationCross-market opportunityOpen-source traction 55

codex-manager

Developers manage multiple OpenAI Codex sessions, models, tokens, accounts, providers, and AGENTS.md files from a local desktop control center. It centralizes t

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 54

compute

This AI offering introduces a new capability, but public evidence is not yet sufficient to confirm its workflow value.

Not a business yetInfrastructureCommunity score 53

mobile-manufacturing-togaf

This is an enterprise architecture (TOGAF) planning case repository for the mobile phone manufacturing industry, containing 6 chapters of planning text, 76 visu

Not a business yetOpen-source projectAI + BusinessManufacturingCross-market opportunityOpen-source traction 53

jit

Sweep plaintext secrets off the laptop into a vault, and inject them with a fingerprint only when a tool needs them.

Not a business yetInfrastructureCommunity score 51

cyber-cloud-skills

cyber-cloud-skills is an open-source project providing cloud security and AI penetration-testing skills for CyberStrikeAI and Strix, covering AWS, Azure, GCP, O

Not a business yetOpen-source projectAI + DevCybersecurityCross-market opportunityOpen-source traction 50

Bribes.fyi

People asked for a bribe log department, amount, and city anonymously, then compare departments side by side.

Not a business yetAI + BusinessCommunity score 49

cutcraft

cutcraft is an open-source AI video editing skill that takes raw footage and creative direction as input and outputs a verified final film. Editors provide foot

Not a business yetOpen-source projectAI + CreativeFilm & Video ProductionCross-market opportunityOpen-source traction 49

no_human

Developers hand a ticket and repository to no_human, which generates code, runs tests, and creates a pull request locally, delivering a PR for human review. Spe

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 49

cctv-camera-database

A data viewer for choosing Frigate-compatible IP cameras

Not a business yetAI + LifeCommunity score 48

Deltix

Describe a user task in plain language; AI taps through a simulator like a person and reports if it can finish.

Not a business yetAI + DevCommunity score 47

Salem Robotics

Salem Robotics provides software for industrial inspection robots. Factory quality inspectors use it to control robots for product inspection; AI analyzes image

Not a business yetNew application / serviceAI + BusinessManufacturingCross-market opportunityCommunity score 47

bridgic-agent

Turns what you want into workflows that actually work and keep working

Not a business yetAI + DevCross-market opportunityOpen-source traction 47

HFlow

HFlow by Hebbian Robotics (YC S26) provides scalable multimodal data pipelines for robotics. Robotics teams input sensor data, video, text, etc., and the system

Not a business yetNew application / serviceInfrastructureRoboticsCross-market opportunityCommunity score 46

Risklytics (YC S26)

Insurance brokerage for frontier tech companies. Founder background undisclosed; specific processes and deliverables pending verification.

Not a business yetNew application / serviceAI + BusinessInsuranceCross-market opportunityCommunity score 46

sciencediscovery

All-in-one AI research workstation for scientific research.

Not a business yetAI + BusinessCross-market opportunityOpen-source traction 46

revlab

Security researchers analyzing Windows PE files hand samples to REVLab, which offers static analysis, unpacking, disassembly, decompilation, dynamic sandbox, ne

Not a business yetOpen-source projectAI + DevCybersecurityCross-market opportunityOpen-source traction 45

shim-mcp

WordPress MCP server plugin that connects MCP clients like Claude Code or Cursor to WordPress via stdio (WP-CLI) or HTTP, offering 58 capabilities without cloud

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 44

Argus

When coding AIs outrun testers, another AI clicks the interface like a person and hunts for breaks.

Not a business yetAI + DevCross-market opportunityCommunity score 8

Proliferate- open-source

Self-hostable Codex for any coding agent.

Not a business yetAI + DevCommunity score 43

hello-dsh

Walk a beginner through Chinese, until they can ship a working first plugin for DeepSeek Harness.

Not a business yetAI + DevOpen-source traction 42

LongGapsBetweenPrimes

An open-source Lean formalization by OpenAI of a bound on long gaps between primes. Mathematicians can open it to check or reuse a machine-verified number theor

Not a business yetOpen-source projectAI + DevScientific researchCross-market opportunityOpen-source traction 41

dsh-rewind

dsh-rewind is a plugin for DeepSeek Harness that lets developers rewind conversation steps in the same window without forking, and restores workspace files with

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 41

dsh-annotation

Highlight a line in the chat, attach a note, and send it so replies can match each note one by one.

Not a business yetAI + DevOpen-source traction 40

dsh-open-in-vscode

While directing AI from the web, one click drops the current folder into VS Code to finish the edit.

Not a business yetAI + DevOpen-source traction 40

dsh-turn-rewind

If AI ruins a chat or a file, rewind by turn, as if every change sat in a ledger.

Not a business yetAI + DevOpen-source traction 40

ux-skills

ux-skills is an open-source project providing Agent Skills for working UX designers. Designers invoke it within their workflow; the AI receives design challenge

Not a business yetOpen-source projectAI + DevSoftware & Internet ServicesCross-market opportunityOpen-source traction 40

Graft

Give a coding agent a map of the repo first, so fewer irrelevant files get stuffed into context.

Not a business yetAI + DevCommunity score 39

hypnagogic-quasicrystals

Turn quasicrystals into animations you can walk into, including in a headset on the web.

Not a business yetAI + CreativeCommunity score 39

Frugal Tokens

Explore costs and usage across coding agents

Not a business yetAI + DevCommunity score 36

waku

The coding AI becomes a real desktop app: snappier, without the lag of a browser tab.

Not a business yetAI + DevCommunity score 36

1667

Fiction writers revise with a language model and compare several takes in a full-screen text workspace.

Not a business yetAI + CreativeCommunity score 35

MathKernel

MathKernel is an open-source mathematics kernel and MCP server for developers and researchers needing precise computation. It takes math problems, invokes multi

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 35

Opslane

Opslane is an open-source tool that watches user session recordings to find important bugs and fix them automatically. It takes user session data, AI analyzes a

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 35

Academa

Academa is a platform that uses LLMs to generate long-form STEM lecture videos. Students can watch AI-generated course videos covering subjects like math and sc

Not a business yetNew application / serviceAI + LifeEducationCross-market opportunityCommunity score 30

fdeploy

A self-hosted deployment automation tool for Windows and IIS. Ops engineers hand over application packages and configs, and it automates the deployment process,

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 27

grafana-agento11y-hermes

Hook Hermes agents to a live monitor so you can see which step stalled when a run dies.

Not a business yetAI + DevCommunity score 27

Flostep

A tool that makes diagrams interactive and walkable. Users hand over flowcharts or architecture diagrams, and it generates step-by-step clickable demos, outputt

Not a business yetNew application / serviceAI + ProductivitySoftware DevelopmentCross-market opportunityCommunity score 26

ParqDB

Vector search in the browser from Parquet over HTTP.

Not a business yetInfrastructureCommunity score 24

Mininote

Open it and write a plain-text note: no tracking, no lock-in, files you can take with you.

Not a business yetAI + ProductivityCommunity score 23

SlideOps

Developers maintaining technical demos or training slides use SlideOps to extract slides from a code repository and flag when they drift from the code. It takes

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 22

avouch

Python developers who dropped a paid AI reviewer now check only the upcoming changes on their own machine.

Not a business yetAI + DevCommunity score 22

lanes

A developer-facing tool for managing agent data, access, and context, claiming to give every agent the right setup, but specific workflows, inputs, outputs, and

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5

oncall-kit

oncall-kit is an open-source starter kit from Anthropic for Claude-assisted on-call. It mines incident history into triage playbooks, sets up through human-appr

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 22

DeepSeek-V4-Flash-0731-Coder-56.8GB-MoEspressoV2

A large model is squeezed small enough for a Mac, so coding work can run on your own computer.

Not a business yetInfrastructureCommunity score 20

Mocktail

When the real API is not ready, run a fake server with a dashboard so the front end can already move.

Not a business yetAI + DevCommunity score 20

wyl

Why You Lost – a Dota 2 post-match autopsy

Not a business yetAI + LifeCommunity score 20

PyScrappy

When a site redesigns, the rules for pulling prices and stock fix themselves, so you stop babysitting scrapers.

Not a business yetAI + DevCommunity score 18

WaveHouse

Supabase for ClickHouse

Not a business yetInfrastructureCommunity score 18

pianoify

Public Muscriptor Instance, audio-to-MIDI model.

Not a business yetAI + CreativeCommunity score 18

PageSieve

Install it in the browser, sieve out the tables and fields you need, and take them with you.

Not a business yetAI + ProductivityCommunity score 17

AgentSight

eBPF-based observability for AI agents, no code changes.

Not a business yetInfrastructureCommunity score 16

Tesana

Describe a game in one sentence and get something playable, without knowing how to code.

Not a business yetAI + CreativeCommunity score 16

Visimer

Flowcharts need no code: drag to change the structure, then send the picture as-is.

Not a business yetAI + DevCommunity score 16

loginwithone

Anonymous age verification with passkey-powered encryption

Not a business yetInfrastructureCommunity score 15

mcdview

When a developer designs or maintains a database, they hand the SQL schema file to mcdview, which parses tables, fields, and relationships to generate an intera

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 15

LilScript makes JavaScript libraries smaller

Typed, compression-first language that compiles into JS

Not a business yetAI + DevCommunity score 14

Tblue

Tblue is an open-source tool that runs locally and integrates 614 passive security scanners. Security engineers input a target URL, and it automatically execute

Not a business yetOpen-source projectAI + DevCybersecurityCross-market opportunityCommunity score 14

Feature-packed 6MB Rust+Tauri free bookmarking app

Keep web bookmarks on your own computer so you can search them offline without handing browsing traces to the cloud.

Not a business yetAI + ProductivityCommunity score 13

UL-SMF

When an AI must remember a long brief, it uses less memory, so the same machine can handle a longer file.

Not a business yetInfrastructureCommunity score 13

statuslin

The status strip under a coding session can reuse someone else's polished layout, so you do not tune it yourself.

Not a business yetAI + DevCommunity score 13

aitradingcompetition

Four large models each paper-trade the same pot against a frozen rulebook, and every trade is on the table.

Not a business yetAI + BusinessCommunity score 12

kveritas-go

When developers submit code, kveritas-go generates verifiable proofs so reviewers can confirm the code produced the claimed results without rerunning it. It tak

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 12

Kandelo

A POSIX-compatible multi-process WASM kernel for the browser

Not a business yetInfrastructureCommunity score 11

terminal-code

VS Code inside the terminal

Not a business yetAI + DevCommunity score 11

Eve Software Factory

A request comes in; four AI stations classify, analyze, write, and review, and a person only decides if it ships.

Not a business yetAI + DevCommunity score 10

Keenable

Keenable provides a web search API designed for AI agents. Developers send queries, and Keenable returns structured, deduplicated results for agent use. It has

Not a business yetNew application / serviceInfrastructureSoftware DevelopmentCross-market opportunityCommunity score 10

takeallroads

You keep your own record of the roads you took each day, so location history stays with you, not a map giant.

Not a business yetAI + LifeCommunity score 10

useknowable

Prop up a phone on a worksheet or textbook; the AI walks the paper step by step, pointing at the right spot.

Not a business yetAI + LifeCommunity score 10

Doberman

Before AI acts, it is stopped from deleting a database; a watchdog, not a cleanup after the fact.

Not a business yetAI + DevCommunity score 9

tether

Linux and iPhone Continuity (iMessage / SMS)

Not a business yetAI + ProductivityCross-market opportunityCommunity score 9

Argentic

An L402 Lightning toll booth for AI scraping agents.

Not a business yetInfrastructureCommunity score 8

Banquish

Lift the useful piece of a webpage onto a canvas; prices, search boxes, and chats stay live.

Not a business yetAI + DevCommunity score 8

BidSonar

BidSonar is an MCP server for UK and EU government contracts and grants. Bid specialists can integrate contract and grant data into their AI workflow to filter,

Not a business yetNew application / serviceAI + BusinessGovernmentCross-market opportunityCommunity score 8

Cite Hustle

Check whether a site can be cited in AI answers, then write and publish pages built to be cited.

Not a business yetAI + BusinessCommunity score 8

CopyLasso

A free local screen OCR app for macOS

Not a business yetAI + ProductivityCommunity score 8

Ifso

When individuals face major life decisions like buying a house, changing jobs, or getting married, they use Ifso to simulate the financial consequences of diffe

Not a business yetNew application / serviceAI + LifePersonal FinanceCross-market opportunityCommunity score 8

Kekoso

Kekoso is an on-device dictation and transcription app for macOS, allowing users to convert speech to text locally without cloud upload, ensuring privacy. Speci

Not a business yetNew application / serviceAI + ProductivityWorkplace ProductivityCross-market opportunityCommunity score 8

OpenMRP

OpenMRP is an open-source manufacturing ERP developed over 4 years, covering MRP and production scheduling. Specific modules and AI integration are undisclosed.

Not a business yetOpen-source projectAI + BusinessManufacturingCross-market opportunityCommunity score 8

Praxos

Team messaging with built-in memory

Not a business yetAI + ProductivityCross-market opportunityCommunity score 8

Sci-Trust

Compare trust among researchers based on their citations

Not a business yetAI + BusinessCommunity score 8

Singular

Several AIs queue up to change code on your own computer, so the files never leave for someone else's server.

Not a business yetAI + DevCommunity score 8

goguma

Menu bar app that solves Mac sleeping through cron jobs

Not a business yetAI + ProductivityCommunity score 8

unslopai

Strip the stock AI tone from a draft so it reads like a person wrote it and can go out as-is.

Not a business yetAI + CreativeCommunity score 8

Agent-shell

Writers talk with several AI models inside the editor they already use, without locking to one vendor.

Not a business yetAI + DevCommunity score 7

Flocker.md

Portable identity and shared state for agents

Not a business yetAI + DevCommunity score 7

HRAG

Hybrid RAG on €116/month of Hetzner, officially benchmarked

Not a business yetInfrastructureCommunity score 7

Kosh

When developers write or debug Bash scripts, they hand the script to the Kosh runtime; it has a built-in language server and high-speed static checks, providing

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5

OpenComplAI

Check the EU AI Act automatically in the release pipeline, and block a ship that fails.

Not a business yetAI + BusinessCommunity score 7

Selvum

Passwords, cards, and seed phrases stay on your device: no cloud, and no need for the author to still be around.

Not a business yetAI + ProductivityCommunity score 7

Xalgorix

Open-source AI pentester that proves vulnerabilities

Not a business yetAI + DevCommunity score 7

athenic

Athenic is a stock research tool for individual investors who would otherwise buy data terminals and assemble data by hand. It licenses about $50k of stock mark

Not a business yetNew application / serviceAI + BusinessFinanceCross-market opportunityCommunity score 7

manthan

Write each idea as a card, and mark what you must already understand before you learn it.

Not a business yetAI + ProductivityCommunity score 7

openanalytics

Host your own site analytics, and ask the traffic questions in plain conversation.

Not a business yetAI + BusinessCommunity score 7

wondering

Visual way to understand things in parallel.

Not a business yetAI + ProductivityCommunity score 7

A nutrition companion for endurance athletes

Runners and triathletes eat to that day's training load; carbs, fluids, and race fuel are calculated for them.

Not a business yetAI + LifeCommunity score 6

Caspian

Talk to Human Tool for AI Agents.

Not a business yetInfrastructureCommunity score 6

Conexiom Relay

Conexiom Relay targets order processing in manufacturing and supply chain. It receives documents like purchase orders, AI extracts data and converts to executab

Not a business yetAI transformationAI + BusinessManufacturingCommunity score 6

Declick

Declick is an open-source tool that lets developers input an OpenAPI spec, MCP server, or SQLite database and automatically generate a corresponding command-lin

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 6

Ez

A macOS command runner that flags when a command gets slower

Not a business yetAI + ProductivityCommunity score 6

Tokensift

When developers write or optimize LLM prompts, they hand the prompt text to Tokensift; it analyzes token usage, identifies redundancy or inefficiency, and outpu

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 6

android-remote-control-mcp

MCP app for Android, drive apps via AI (no root, PII redacted locally)

Not a business yetAI + DevCommunity score 6

A2acast

When developers need AI agents on different computers to collaborate on a task, A2acast provides communication and coordination mechanisms, enabling agents to e

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5

AletheionAGI

Support and sales AIs may only speak from approved evidence; unsupported claims never reach the customer.

Not a business yetInfrastructureCommunity score 5

Appwrite

Appwrite is an open-source backend development platform that helps developers quickly build backend services for their applications. Version 2.0 refactors the c

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5

Devbar

Devbar is a developer tool that lets developers point at code to change and leave a comment, with an AI agent automatically executing the modification and commi

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5

Gnat

Run site analytics as one file on your own machine, and let an agent query it.

Not a business yetAI + BusinessCommunity score 5

Hexis

Keep a team’s Claude skills in one place to share, so they still work when people or machines change.

Not a business yetAI + DevCommunity score 5

Marginal

See which customers and features drive your AI API costs

Not a business yetAI + BusinessCommunity score 5

MulmoTerminal

MulmoTerminal is a terminal tool that lets developers run multiple Claude Code sessions simultaneously and monitor which need human intervention. It receives ou

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityCommunity score 5

ReadPlusOne

Spanish learners input words they are learning, and ReadPlusOne generates short stories around those words; it receives a vocabulary list and generates readable

Not a business yetNew application / serviceAI + LifeEducationCross-market opportunityCommunity score 5

Reproof

Perfectionist writers skip the start-to-finish grind and jump to whichever paragraph they need to fix.

Not a business yetAI + CreativeCommunity score 5

Sentrint

A security scanner for projects built with LLMs

Not a business yetAI + DevCommunity score 5

TaskFuel

When an AI needs an outside service, it pays per call instead of negotiating an annual plan first.

Not a business yetInfrastructureCommunity score 5

agent-guard

Before an AI acts, its commands are checked; wipes and other destructive moves are blocked.

Not a business yetAI + DevCommunity score 5

agents-workbook

Coding AIs write down their working notes as they go, so a person can later see how they thought.

Not a business yetAI + DevCommunity score 5

evepad

The missing IDE for building eve agents

Not a business yetAI + DevCommunity score 5

llm-wiki

Turn what is worth keeping from a chat into wiki pages, instead of hoarding the whole transcript.

Not a business yetAI + ProductivityCommunity score 5

llmstatus

Find every AI model your code calls and warn before it's retired

Not a business yetAI + DevCommunity score 5

mainly

Mail client optimized for self-hosted email across multiple domains

Not a business yetAI + ProductivityCommunity score 5

myratefx

myratefx reads 648 banks' exchange boards daily to show what they charge. Users can compare exchange rates and fees across banks to choose the best conversion o

Not a business yetNew application / serviceAI + BusinessFinanceCross-market opportunityCommunity score 5

openmock

Open-source, 3D mockup designer for apps

Not a business yetAI + CreativeCommunity score 5

orbitquote

Drop a supplier’s hundred-page catalog and quote into an editor, then send back only the lines you actually want to buy.

Not a business yetAI + BusinessCommunity score 5

punchy

Give household hourly help a punch clock, so hours and pay are written down clearly.

Not a business yetAI + LifeCommunity score 5

run

Describe your idea and let AI build a playable game.

Not a business yetAI + CreativeCommunity score 5

secondreality1993

Future Crew's 1993 Second Reality, rebuilt by AI agents, no emulation

Not a business yetAI + CreativeCommunity score 5

testflight

In a meeting or a video, the phone writes live captions on the device, so you can follow along even offline.

Not a business yetAI + ProductivityCommunity score 5

tradetally

Invoicing and Tax for UK Tradespeople

Not a business yetAI + BusinessCommunity score 5

watermark

Invisible watermarks go into AI-written text, so later you can check whether a draft came from a machine.

Not a business yetInfrastructureCommunity score 5

mockturtle

Anthropic's open-source project mockturtle, specific functionality not yet disclosed. Based on the repository name and source, it may involve AI development too

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunityOpen-source traction 4

ACE

ACE is an AI music creation tool for music producers and songwriters. Users input style, lyrics, or melody fragments, and the AI generates complete songs or bac

Not a business yetNew application / serviceAI + CreativeMusic

ACE

ACE is an AI music creation product for music producers and songwriters. Users input style, lyrics, or melody fragments, and AI generates complete songs or acco

Not a business yetNew application / serviceAI + CreativeMusic

AI Underwriting Company

AI Underwriting Company offers insurance and certification for enterprises deploying autonomous AI agents, helping reduce legal and compliance risks and improve

Not a business yetAI transformationAI + BusinessEnterprise AI

AIR

AIR is an AI agent security startup that raised $50M to protect enterprise supply chains from AI agent-related threats. Specific product features are to be veri

Not a business yetNew application / serviceAI + BusinessCybersecurity

AIR

AIR is an AI agent governance platform for enterprises. When multiple AI agents run inside a company, security or IT leaders open it to automatically discover r

Not a business yetNew application / serviceAI + BusinessEnterprise Services

AIR Security

AIR Security provides security for AI agents, acting as a 'firewall'. Enterprise security teams deploy it to monitor and filter agent access and behavior, preve

Not a business yetNew application / serviceAI + BusinessCybersecurity

AQuA

AQuA targets quantitative researchers, automatically distinguishing new evidence from chance high scores during backtesting to avoid overfitting. Specific input

Not a business yetNew application / serviceAI + BusinessFinanceCross-market opportunity

Actx0

Memory infrastructure for AI agents.

Not a business yetInfrastructure

AfterQuery

AfterQuery is an AI data analytics product; specific workflows and deliverables are to be verified. It reached a $3.2B valuation, YC's fastest unicorn.

Not a business yetNew application / serviceAI + BusinessSoftware Development

Alchemer Iris

Alchemer Iris is an AI-native customer experience platform. When enterprise CX or market research professionals need actionable insights from feedback data, the

Not a business yetAI transformationAI + BusinessMarket Research

Aloud

Turn spoken feedback into tasks your coding agent can run

Not a business yetAI + Productivity

Amazon Connect Talent

Talent acquisition leads running hiring at scale open it at the screening stage, working with batches of candidate resumes and interview scheduling; the system

Not a business yetNew application / serviceAI + BusinessHuman resources services

Antigravity IDE Extensions

Antigravity agents now live inside your existing editor.

Not a business yetAI + Dev

Apate.AI

Apate.AI targets financial institutions and security teams, intervening during scams by using AI to simulate conversations, delay scammers, collect evidence, an

Not a business yetNew application / serviceAI + BusinessFinanceCross-market opportunity

Atira

Atira provides AI-powered document processing for industrial dealmaking, targeting contracts, due diligence files in M&A and procurement. It automatically extra

Not a business yetNew application / serviceAI + BusinessIndustrial

Atlas by World Labs

A creative tool allowing users to input text, images, video, or 3D assets to generate camera-controlled HD video outputs with customizable trajectory.

Not a business yetNew application / serviceAI + CreativeFilm & Video ProductionCross-market opportunity

Backbone

Backbone offers an AI-powered quality and compliance platform for food companies, automatically checking production records and documents to identify compliance

Not a business yetNew application / serviceAI + BusinessFood industryCross-market opportunity

Backbone

Backbone is a Belgian startup using AI for food quality inspection. Specific workflows and deliverables are not yet disclosed, but the funding indicates develop

Not a business yetNew application / serviceAI + BusinessFood

Blaze.tech

Blaze.tech is a low-code platform for the healthcare industry, enabling medical organizations to quickly build AI-powered applications. Users configure data mod

Not a business yetNew application / serviceAI + BusinessHealthcare

Blender Agent Bridge

3D artists let AI into Blender to inspect a scene and help; edits still need a human yes before they stick.

Not a business yetAI + Creative

Blue Voice

Blue Voice is an AI assistant for police officers, aiming to provide legal and procedural guidance, similar to Harvey in legal field. Raised $6M, but specific f

Not a business yetNew application / serviceAI + LifePublic SafetyCross-market opportunity

Blume.codes

A developer tool that analyzes coding agent sessions to extract reusable project rules and skills, updating the repository's agent configuration.

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

Boomi Scribe

Boomi Scribe targets enterprise integration developers, automatically parsing integration DAGs to generate detailed documentation and compare component versions

Not a business yetAI transformationAI + DevEnterprise software

Buddy Visual Tests

Buddy Visual Tests is a UI change review tool that automatically reviews every interface change before merge. Developers submit UI changes, and AI receives the

Not a business yetAI transformationAI + DevSoftware DevelopmentCross-market opportunity

Buildcheck

Construction teams open Buildcheck at the drawing-review stage and hand over construction drawing sets; its vision AI reads them, runs checks, and flags suspect

Not a business yetNew application / serviceAI + BusinessConstructionCross-market opportunity

Buildots

Construction project managers and site engineering managers, when checking site progress, previously compared site photos, drawings and construction schedules b

Not a business yetAI transformationAI + BusinessConstruction

CADDi

For manufacturing procurement and supply chains: when a procurement or quality engineer needs to source machine shops for a drawing-based part and compare quote

Not a business yetAI transformationAI + BusinessManufacturing

CaSee

CaSee turns competitor analysis into a SaaS for SMEs that cannot afford in-house intelligence teams, claiming an 80% cost cut. It monitors rivals and outputs an

Not a business yetNew application / serviceAI + BusinessEnterprise services

ChatCut Desktop

ChatCut Desktop is a video editor built for humans and AI collaboration, allowing editing with GPT and Claude. It takes video footage and natural language instr

Not a business yetNew application / serviceAI + CreativeFilm & Video ProductionCross-market opportunity

ChatGPT

Pro and Plus subscribers who are away from a computer can dictate a task by voice in the Work tab of the ChatGPT mobile app and have an agent carry it out and r

Not a business yetNew application / serviceGeneral assistantsProfessional servicesCross-market opportunity

Circleback

Circleback is a meeting note-taking tool. Users upload audio or text transcripts after meetings, and AI automatically generates structured summaries, action ite

Not a business yetNew application / serviceAI + ProductivityMeetingsCross-market opportunity

Clamshell

Close a MacBook, the screen goes dark, and tasks plus AI assistants keep running until you open it again.

Not a business yetAI + Productivity

Claude

Office knowledge workers facing a document or deck deadline open Claude: they hand over requirements and existing material, it produces document and slide draft

Not a business yetNew application / serviceAI + ProductivityProfessional services

Claude Code

Software engineers juggling several coding tasks open Projects in Claude Code: they hand over repository files, goals and materials, a coordinator splits work a

Not a business yetNew application / serviceAI + DevSoftware and IT services

Clay

Sales development and sales-ops staff preparing outbound lists used to assemble company details, contact fields and trigger events by hand across several data s

Not a business yetAI transformationAI + BusinessEnterprise Sales

Clementine

Clementine is a Dutch AI-powered hearing care platform that just raised €1.7 million. Specific functions may include AI-assisted hearing tests, hearing aid fitt

Not a business yetNew application / serviceAI + LifeHealthcare

Clipto

Clipto is an AI tool for video creators and editors. Users upload raw footage, and the AI identifies highlights and generates a draft edit, delivering an editab

Not a business yetNew application / serviceAI + CreativeContent CreationCross-market opportunity

Clipto

Video editors and content teams, when needing to find specific clips from massive video archives, hand their library to Clipto; it uses AI to index and semantic

Not a business yetNew application / serviceAI + ProductivityMediaCross-market opportunity

Cloudways Managed AI Agents

Skip the setup and run OpenClaw & Hermes, fully managed

Not a business yetAI + Dev

CoCounsel Legal

CoCounsel Legal is a professional-grade generative AI legal assistant by Thomson Reuters, where lawyers can input legal materials for case research and document

Not a business yetAI transformationAI + BusinessLegalCross-market opportunity

CoCounsel Legal

CoCounsel Legal is an AI assistant for the legal industry, now deployed by Greenberg Traurig across global offices. Specific features may include legal research

Not a business yetAI transformationAI + BusinessLegal ServicesCross-market opportunity

CoDock

CoDock is a local desktop workbench for developers who use multiple coding agents (e.g., Claude Code, Codex, Gemini CLI). It aggregates agent sessions scattered

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

CoDock

CoDock is a local desktop workbench that lets developers run and manage multiple AI coding agents (e.g., Claude Code, Codex) in a unified interface. It ingests

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

Cohere Parse 5

Cohere Parse 5 targets developers needing to convert complex documents, tables, and images into structured data. Users upload raw files, and AI parses them into

Not a business yetAI transformationInfrastructureEnterprise ServicesCross-market opportunity

ColibriTD

ColibriTD develops a multiphysics simulation platform using quantum algorithms to accelerate engineering simulation. Engineers input physical models and paramet

Not a business yetNew application / serviceInfrastructureQuantum Computing

Conexiom

Conexiom launches AI-native Relay for order automation, targeting order processing in manufacturing and supply chain. The product receives purchase orders (e.g.

Not a business yetAI transformationAI + BusinessManufacturing

Conveo

Conveo targets enterprise market research teams, aggregating disparate consumer data (surveys, interviews, reviews) into a unified platform. AI ingests raw data

Not a business yetNew application / serviceAI + BusinessMarket Research

Cooley GO Public

When preparing a company's IPO, lawyers feed prospectuses and due diligence materials into Cooley's GO Public, built on ChatGPT Work, which flags potential lega

Not a business yetAI transformationAI + BusinessLegal services

Cradlewise

Cradlewise is a smart crib with sensors monitoring infant sleep and movement; AI analyzes data to auto-rock or alert parents. Parents view sleep reports and int

Not a business yetNew application / serviceAI + LifeBaby products

Craft

Craft is a supply chain intelligence software company founded by non-technical founder Ilya Levtov. Specific product features and workflows are not yet disclose

Not a business yetAI transformationAI + BusinessSupply Chain

DRUID AI

DRUID AI provides an enterprise conversational AI platform for building virtual assistants and automating customer service processes. Specific features and deli

Not a business yetNew application / serviceAI + BusinessEnterprise ServicesCross-market opportunity

DataZen

DataZen is an open-source database client for daily queries and cross-database workflows. Developers chain multi-step SQL queries via YAML, passing results auto

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunity

Daydream

After saving outfit photos or screenshots in the camera roll, consumers open Daydream to have the system identify the garments in the image and return shoppable

Not a business yetNew application / serviceAI + Lifefashion retail

Deepgram

Deepgram provides enhanced observability metrics for self-hosted speech AI, delivering billing, usage, and per-GPU metrics directly to customers' own Amazon Clo

Not a business yetAI transformationAI + DevCloud Computing

Deepmark

Search saves from the browser, video, and social by what was said inside, not by the title.

Not a business yetAI + Productivity

Dockhand

Docker management for everyone.

Not a business yetAI + Dev

DocuSign

DocuSign integrates AI into its e-signature platform for legal teams, potentially for contract review, clause extraction, or risk alerts. Specific workflow and

Not a business yetAI transformationAI + BusinessLegal

EWOK Agent

Intuit built EWOK Agent on Amazon Bedrock: on-call engineers issue a plain-language request and the agent runs production failovers step by step, keeping every

Not a business yetNew application / serviceAI + DevFintech

EXL Medical IDP solution

A claims reviewer at an insurer opens it when a stack of medical records and claim documents arrives; the system performs document recognition, then uses domain

Not a business yetAI transformationAI + Businessmedical insurance

Einfall

Einfall targets users needing to quickly capture fleeting thoughts, automatically routing them to appropriate apps or locations. Specific supported apps and rou

Not a business yetNew application / serviceAI + ProductivityWorkplace ProductivityCross-market opportunity

ElevenLabs MCP in Claude

Create, retune, and review ElevenLabs voice support from inside a Claude chat, without opening another site.

Not a business yetAI + Creative

Ema

Operations, support or back-office staff who previously handled tickets, approvals and data entry manually across multiple business systems can hand these proce

Not a business yetNew application / serviceAI + Businessenterprise services

Empirik

Empirik targets operations teams, using AI to analyze system logs and metrics to predict failures and alert in advance, reducing downtime. Specific workflows an

Not a business yetNew application / serviceInfrastructureIT operations

Empirik

Empirik provides outage prediction for IT infrastructure operations. Ops engineers input monitoring data and logs; AI analyzes to identify potential failure pat

Not a business yetNew application / serviceAI + BusinessIT infrastructure

Enveda

Drug discovery teams previously screened large numbers of natural-product compounds to find candidates; Enveda uses AI on natural-source chemical data to identi

Not a business yetNew application / serviceAI + Lifebiotech

Factorial

Factorial, a Spanish HR software company, acquires Berlin-based AI startup Empion to enhance its AI capabilities. Empion may provide AI tools for recruiting or

Not a business yetAI transformationAI + BusinessHuman Resources

Fastlane

Fastlane is an AI SaaS for finance scenarios, founder refined product through 2,000 customer interviews, currently $69K monthly revenue. Specific features, work

Not a business yetNew application / serviceAI + BusinessFinanceCross-market opportunity

Fathom

After an online meeting, sales, consulting or project staff used to take notes live and then replay recordings to write minutes and action items; Fathom joins t

Not a business yetNew application / serviceAI + ProductivityEnterprise software

Fillo

Fillo is a tool that lets developers build forms into their products using a coding agent, without a backend. Developers describe form requirements in natural l

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

Fireflies.ai

Fireflies.ai launches Voice Agents to automate voice conversations in sales and customer support. The AI receives call or meeting audio, performs recording, sum

Not a business yetAI transformationAI + ProductivityEnterprise Services

Flowt

Flowt is a Kenyan AI startup that has just completed a pre-seed funding round. Specific product features, target users, and delivery processes have not been dis

Not a business yetNew application / serviceAI + BusinessFintech

Flunkey

Voice-first AI layer for Windows (beta).

Not a business yetAI + Productivity

Foldcast

Foldcast develops recyclable paper moulds for concrete construction, replacing traditional single-use formwork. Before pouring concrete, the paper mould is plac

Not a business yetNew application / serviceAI + BusinessConstruction

Fullive.ai

Somni is a sleep‑hardware device aimed at high‑stress professionals. Using millimeter‑wave radar, microphone arrays, and environmental sensors, it monitors brea

Not a business yetNew application / serviceAI + LifeHealthTech

Fullive.ai

Fullive.ai targets high-pressure cognitive workers with Somni, a sleep hardware device placed on the bedside. It uses millimeter-wave radar, microphone arrays,

Not a business yetNew application / serviceAI + LifeConsumer Electronics

Fyxer

For executives and their assistants, opened at the daily inbox step: the AI reads correspondence, drafts replies in the user's own voice, and organizes and sort

Not a business yetNew application / serviceAI + ProductivityProfessional services

Félix

Félix is an AI-powered WhatsApp remittance platform for Latino immigrants, enabling users to send cross-border payments via WhatsApp chat, with AI handling the

Not a business yetNew application / serviceAI + LifeFinance

GC AI

GC AI targets corporate counsel for tasks like contract review and legal research. The founder has nearly two decades of in-house legal experience. Specific wor

Not a business yetNew application / serviceAI + BusinessLegal services

Gauge

Help a developer tool get picked by coding agents and written straight into a customer’s project.

Not a business yetAI + Business

Gemini Notebook

Gemini Notebook is Google's AI note-taking app, now with 'Expert Intelligence' allowing users to import purchased Google Play Books, ask questions, and generate

Not a business yetAI transformationAI + ProductivityEducationCross-market opportunity

GhostReply

GhostReply is a Mac app that users open when receiving iMessage messages; AI automatically generates and sends replies based on message content. Users get hands

Not a business yetNew application / serviceAI + LifePersonal communicationCross-market opportunity

Glasp for Firefox

Highlight and summarize any page, PDF, or video in Firefox

Not a business yetAI + Productivity

Gravitee

Gravitee offers API management and governance, now extending to AI agent governance. It helps enterprises monitor and manage interactions between multiple AI ag

Not a business yetAI transformationAI + BusinessEnterprise Software

Grok 4.6

Frontier Intelligence for Long-Running Agents

Not a business yetGeneral assistants

HG Insights

HG Insights provides B2B market intelligence data, helping enterprises evaluate software products within AI-driven answers. When procurement managers search for

Not a business yetAI transformationAI + BusinessEnterprise Services

Hansel by Seedling

Run team email on your own server with keys on your own devices, so nobody can lock you out.

Not a business yetAI + Productivity

HappyRobot

HappyRobot serves logistics and freight, taking customer communication records like emails and calls, using AI to extract order status and exceptions, generatin

Not a business yetAI transformationAI + BusinessLogisticsCross-market opportunity

HarnessRouter Community Edition

Run several coding agents on your own machines through the same interface, so data and keys never leave.

Not a business yetAI + Dev

Harvey

Lawyers at firms and in-house counsel open it at contract review, due diligence, and legal-opinion drafting, feeding in batches of contracts, precedents, and in

Not a business yetAI transformationAI + BusinessLegal services

Harvey

Lawyers at firms and in-house counsel open it during contract review, due diligence and legal research, feeding contracts, case law and internal documents to th

Not a business yetAI transformationAI + BusinessLegal services

Hermai Brand API

White label your B2B SaaS with every customer's brand

Not a business yetAI + Business

HiddenLayer

HiddenLayer targets enterprise security teams, monitoring AI agents and the tools and plugins they use. AI ingests agent behavior logs and tool call data, perfo

Not a business yetNew application / serviceAI + BusinessCybersecurity

INDEMIND

INDEMIND's Donutbot 'Duoduo' is a home AI agent, with functions like home management, entertainment, and information lookup, but details undisclosed. Users give

Not a business yetNew application / serviceAI + LifeConsumer ElectronicsCross-market opportunity

Inferock Bench

Intercept every model call on your machine and print a receipt you can actually reconcile against the bill.

Not a business yetInfrastructure

Integral

At month-end, quarter-end and filing deadlines, SME owners or finance staff hand over receipts, bank statements and payroll data; the AI performs categorisation

Not a business yetAI transformationAI + BusinessAccounting and tax services

Ipremom

Ipremom targets pregnant women and obstetricians, using AI to analyze pregnancy data to predict risks of complications early and prompt timely intervention. Spe

Not a business yetNew application / serviceAI + LifeHealthcare

Iztri

Iztri is an Indian startup whose specific business is not detailed in the source, possibly involving AI-driven procurement or supply chain management. The fundi

Not a business yetNew application / serviceAI + BusinessManufacturing

Kilo Code

Software engineers who are away from a computer and only have a phone open Kilo Code's mobile app to start coding agents, follow session progress and review PRs

Not a business yetNew application / serviceAI + DevSoftware and IT servicesCross-market opportunity

Legato

Legato launched AI hearing glasses, integrating hearing assistance into eyewear, using AI to enhance speech and suppress noise for a more natural hearing experi

Not a business yetNew application / serviceAI + LifeMedical devices

Legora

Lawyers and in-house counsel open Legora when reviewing contracts, diligence materials or case files, handing batches of legal documents to it for retrieval, co

Not a business yetAI transformationAI + BusinessLegal services

Lemonade

Car owners buying or renewing auto insurance submit vehicle and driving information to Lemonade, whose automated process handles underwriting, pricing and issua

Not a business yetAI transformationAI + BusinessInsurance

Lexroom

Lexroom targets M&A workflows, where lawyers use its AI tools to process contracts and deal documents during due diligence and review, receiving automated analy

Not a business yetNew application / serviceAI + BusinessLegal services

Lexroom

Lexroom is a legaltech company expanding its AI legal products through acquisitions of Query Juriste and Praven Intelekt. Specific product features and workflow

Not a business yetAI transformationAI + BusinessLegal Services

Lifelong

Your whole family's health in one place

Not a business yetAI + Life

Listen Labs

Teams doing user research or customer insight open it when they need to collect and organize respondent feedback, handing research questions and interview mater

Not a business yetAI transformationAI + BusinessMarket Research

Loopit

Loopit is an AI product reported to be a hit in the Chinese market, but its specific features, target users, and deliverables are undisclosed. The funding indic

Not a business yetNew application / serviceGeneral assistants

Lovable

Non-technical founders or product managers who need to turn an idea into a shippable web app describe requirements in natural language; the product generates an

Not a business yetNew application / serviceAI + DevSoftware and IT services

Lovart

Lovart offers an AI design agent platform where creative teams upload design briefs or assets, AI generates drafts, layout suggestions, or visual concepts, deli

Not a business yetNew application / serviceAI + CreativeDesign

Lynqo

Your machine is a P2P server, review suite & clipboard sync.

Not a business yetAI + Productivity

MS-S1 MAX-P495

MS-S1 MAX-P495 is a single‑machine AI hardware that offers 192GB unified memory and can run 284B large models directly, reducing the cost and complexity of mult

Not a business yetNew application / serviceAI + ProductivityAI Hardware

MWFL

MWFL is a lightweight native Windows development framework based on C++20, providing modern wrappers over Win32 while retaining native controls and system capab

Not a business yetOpen-source projectAI + DevSoftware Development

Manus

When knowledge workers need to turn a task description into a deliverable, they hand goals, materials and constraints to Manus, which decomposes steps, calls to

Not a business yetNew application / serviceGeneral assistantsProfessional services

Manycore

Manycore, a Chinese company focused on spatial intelligence, reported a 177% year-over-year increase in AI product revenue. Specific product details, user workf

Not a business yetAI transformationAI + BusinessConstruction

Marble MCP

Marble MCP is an MCP server that lets developers manage CMS content directly from AI coding tools like Claude, Cursor, and Codex, without switching interfaces.

Not a business yetNew application / serviceAI + DevContent ManagementCross-market opportunity

MeetStream AI

Unified API & Infra for AI Meeting Agents

Not a business yetAI + Productivity

Meta Muse

Meta's AI agent Muse lets users open it for everyday Q&A and information lookup after its mobile launch in the U.S. and Canada; public material only provides es

Not a business yetNew application / serviceGeneral assistantsConsumer internet

Microduck

Microduck is a bipedal robot duck from Pollen Robotics, targeting students, researchers, and hobbyists. Users control it via gamepad to walk, squat, flip, and g

Not a business yetNew application / serviceAI + LifeEducationCross-market opportunity

Microduck

Microduck is an open-source desktop robot launched by an open-source model community in collaboration with Pollen Robotics, about 10 inches tall, priced at $399

Not a business yetNew application / serviceAI + LifeConsumer electronicsCross-market opportunity

Mindcase

Extract data from anywhere on the web within minutes.

Not a business yetAI + Productivity

MiniMax

MiniMax is a Chinese large-model and multimodal provider serving enterprises and developers; teams call its models and APIs when they need text, speech or video

Not a business yetNew application / serviceInfrastructureSoftware and IT services

MiniMax Design

Your own agent team for open-ended creation

Not a business yetAI + Creative

MiniMax H3 Images

Stills from a video model, one latent slice at a time

Not a business yetAI + Creative

MiniMax-Music3-Jam

Describe any song, MiniMax Music 3 writes & sings it

Not a business yetAI + Creative

MoGe-3

Turn a 2D image into a 3D point map with MoGe-3

Not a business yetAI + Creative

Moonshot AI

Knowledge workers and developers handling long-document Q&A, code and content generation used to switch among multiple models and tools; Kimi takes text and fil

Not a business yetNew application / serviceGeneral assistantsSoftware and Internet ServicesCross-market opportunity

Multiplier

Multiplier provides an AI platform for asset managers, but specific workflows and deliverables are undisclosed. The funding will be used to expand the platform.

Not a business yetNew application / serviceAI + BusinessAsset ManagementCross-market opportunity

Newcode

Newcode provides AI tools for the legal industry, assisting lawyers with document review, case research, and more. Specific workflows and deliverables are yet t

Not a business yetNew application / serviceAI + BusinessLegal services

Nex

Nex provides AI collaboration for high-volume GTM workflows, targeting sales and marketing teams. When users handle repetitive tasks like lead follow-up and out

Not a business yetNew application / serviceAI + BusinessSalesCross-market opportunity

Ninth Wave

For integration and compliance staff at banks and open-finance data providers, opened at the onboarding step of connecting a new data source: the AI reads bank

Not a business yetAI transformationAI + BusinessFinancial services

OJO

OJO is an AI product prototyping design workspace for product managers, marketers, and founders who need design but lack a full design team. Users describe idea

Not a business yetNew application / serviceAI + CreativeSoftware product design

OPPOLIA

OPPOLIA launched an AI design platform for global cabinet dealers. Dealers input floor plans or dimensions when customizing cabinets, and the AI generates desig

Not a business yetAI transformationAI + BusinessHome improvement

Ollama

Ollama is an open-source tool that lets developers run open-source LLMs locally and connect to agents like Claude Code and Codex. Users install it and call mode

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunity

Omi

Omi is an open-source AI necklace that lets users ask about anything they saw or heard. The AI receives voice or environmental input, records and retrieves info

Not a business yetNew application / serviceAI + ProductivityWorkplace ProductivityCross-market opportunity

Omni by xpander

Move an agent that dies with your laptop into the cloud, and have it fix failures, rewrite prompts, and keep a schedule.

Not a business yetAI + Productivity

OnTrade

OnTrade targets the wealth management industry, founded by Pro.com co-founders. Specific features, workflow, and deliverables are yet to be verified.

Not a business yetNew application / serviceAI + BusinessWealth ManagementCross-market opportunity

Open Materials Challenge

Solid-state electrolyte leaderboard.

Not a business yetInfrastructure

OpenCSG

OpenCSG is an open-source AI infrastructure company providing deployment tools for urban and industrial scenarios. Specific workflows and deliverables are yet t

Not a business yetOpen-source projectInfrastructureSoftware Development

OpenClaw

OpenClaw 2.0 is an AI assistant for developers; AI receives user commands, executes automated tasks, and delivers results. Specific features and workflow pendin

Not a business yetOpen-source projectAI + ProductivitySoftware Development

OpenComputer

OpenComputer positions itself as 'Firebase for Agents', providing backend services for AI agents, but specific features, inputs/outputs, and deliverables are un

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

OpenROAD-flow-scripts

OpenROAD-flow-scripts is a script repository for open-source chip design flow, providing automated flow from RTL to GDSII for chip design engineers. It takes de

Not a business yetOpen-source projectAI + DevSemiconductorsCross-market opportunityOpen-source traction 0

OpenTag

OpenTag is an AI coworker integrated into Slack and Teams, invoked directly in chat. It receives task instructions, performs actions like information retrieval

Not a business yetNew application / serviceAI + ProductivitySoftware DevelopmentCross-market opportunity

OpenTrade

Let a coding agent watch the market and place orders on your computer, while you only approve the trade that breaks the rules.

Not a business yetAI + Business

Opio

When auditors or due diligence analysts check a target company's accounts before a deal or investment, they hand the financial material to Opio, which automates

Not a business yetNew application / serviceAI + BusinessAccounting and audit services

PaymentKit

PaymentKit is a billing infrastructure designed to help businesses maintain billing continuity during payment processor outages. It uses multi-processor routing

Not a business yetNew application / serviceAI + BusinessFintechCross-market opportunity

Peach Co-Pilot

WhatsApp Sidekick for busy professionals

Not a business yetAI + Productivity

Perplexity Portable Computer

Knowledge workers who must handle sensitive material locally open Portable Computer on a Windows PC; local models read on-device data, gather information and pl

Not a business yetNew application / serviceGeneral assistantsProfessional services

Pharosyn

Pharosyn is a competitive intelligence platform for the pharmaceutical industry, helping analysts monitor competitor activities. It may collect and organize pub

Not a business yetNew application / serviceAI + BusinessPharmaceuticals

Phoenix

Phoenix is an AI coding agent built for iOS and macOS app development, helping developers write, debug, and optimize Apple platform code. It takes codebase and

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

PixelRead AI OCR

Capture, translate, and understand any text on your Mac.

Not a business yetAI + Productivity

PlantVoice

PlantVoice targets farmers and agronomists, feeding weather, soil moisture, and visual observation data to AI for planting recommendations during field decision

Not a business yetNew application / serviceAI + BusinessAgricultureCross-market opportunity

Plaud

Plaud launches AI earbuds that can be worn like regular earbuds or used via a standalone charging case. It records conversations, automatically transcribes and

Not a business yetNew application / serviceAI + ProductivityConsumer Electronics

Plaud One

Plaud One is an AI earphone from Plaud; users can record calls or in-person conversations, and the case with eSIM connects to AI agents for note-taking. Specifi

Not a business yetNew application / serviceAI + ProductivityConsumer ElectronicsCross-market opportunity

Play with Putty

Development teams open Play with Putty when they need rapid prototyping or code adjustments; multiple users describe requirements in natural language simultaneo

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

Plow Latch

Run AI agents on your Mac with scoped access.

Not a business yetAI + Dev

Pocket

While scrolling a feed on their phone, an ordinary user describes a mini-game or small tool in one sentence; AI generates a clickable interactive page and publi

Not a business yetNew application / serviceAI + CreativeSocial Media

Pocket FM

Content teams at an audio-story platform used to hire writers, voice actors and post-production to record each episode; now scripts are fed to AI that generates

Not a business yetAI transformationAI + Creativedigital audio content

Pocket FM

For audio-drama listeners, Pocket FM uses AI in the script-to-episode production step to generate or process voice and audio content, and users receive serializ

Not a business yetAI transformationAI + CreativeAudio content

Polimill

Polimill provides AI-powered administrative knowledge retrieval and development acceleration for Japanese local governments. Municipal staff, when drafting docu

Not a business yetNew application / serviceAI + BusinessGovernment

PostHog Desktop

PostHog Desktop is a desktop client for PostHog, positioned as 'the product editor for product builders', but specific features are undisclosed. It may provide

Not a business yetAI transformationAI + BusinessSaaSCross-market opportunity

Principle

Principle targets corporate strategy teams, inputting market data and business models, AI simulates hundreds of future scenarios and outputs strategies. Specifi

Not a business yetNew application / serviceAI + BusinessBusiness ManagementCross-market opportunity

Prized

Let non-engineers build secure internal tools

Not a business yetAI + Business

Profound

Brand marketing teams cannot see how their products are mentioned inside AI search and answer results, and need someone to track and influence those answers; Pr

Not a business yetNew application / serviceAI + BusinessMarketing and advertising

Profound

The candidate material only shows Profound entering Madrona's 2026 Intelligent Applications 40 mid-stage list on 2026-08-31; it does not say who opens it at whi

Not a business yetNew application / serviceAI + Business

Project SKY

Your ambient AI companion for Windows.

Not a business yetAI + Life

ProtoNote

Share AI-built prototypes, get feedback pinned to the page

Not a business yetAI + Creative

Public Procurement Service AI Evaluation System

South Korea's Public Procurement Service is piloting an AI-based technology evaluation system to assist in assessing bidders' technical proposals. The system re

Not a business yetAI transformationAI + BusinessPublic ProcurementCross-market opportunity

Purchase API by Agentcard

AI agent developers make a single API call to let agents purchase items on e-commerce sites; it receives product info and payment instructions, executes order a

Not a business yetNew application / serviceAI + BusinessE-commerceCross-market opportunity

Qoder

Developers and non-technical users describe requirements in natural language, and Qoder generates code or applications, supporting mainstream IDEs with intellig

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

Qoder

Qoder is Alibaba's agent workbench supporting natural language development. Users describe needs in natural language, and AI generates code or applications, del

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

Qwen3.8 27B OBLITERATED Demo

Interactive demo for Qwen3.8-27B-OBLITERATED model

Not a business yetInfrastructure

Qwen3.8-27B OBLITERATED

Qwen3.8-27B-OBLITERATED chat demo — ZeroGPU, 4-bit NF4

Not a business yetInfrastructure

RS-Agent

Zihuan Lianjin released RS-Agent, an AI agent platform for the recycled steel industry. Specific workflows, inputs, actions, and deliverables are not yet disclo

Not a business yetNew application / serviceAI + Businessrecycling

Ramco Systems

Ramco Systems deploys Ramco Payce for Cromwell Property Group, handling payroll calculation and disbursement for Australian real estate employees. AI receives a

Not a business yetAI transformationAI + BusinessReal EstateCross-market opportunity

Ramp

As model bills keep growing, corporate finance and engineering leads feed each team's AI token consumption into Ramp's expense management platform, which aggreg

Not a business yetAI transformationAI + BusinessCorporate finance and expense management

Referent

Referent claims to be an AI-native OS for modern law firms, but specific workflows, inputs, actions, and deliverables are undisclosed and need verification.

Not a business yetNew application / serviceAI + BusinessLegal ServicesCross-market opportunity

Relaticle

Relaticle is an open-source CRM for sales teams to manage customer relationships. Its AI features can automatically write customer information or follow-up note

Not a business yetOpen-source projectAI + BusinessSalesCross-market opportunity

Replay QA for Teams

When you ship faster than testers can click, the machine replays real user actions and finds the bugs first.

Not a business yetAI + Dev

Replit

Replit is an online integrated development environment (IDE) that allows developers to write, run, and deploy code in the browser. It offers AI-assisted program

Not a business yetAI transformationAI + DevSoftware Development

Revalvo

Developers run the same prompt on multiple models in parallel; the system scores, versions, and ships. It takes a prompt and model list, executes batch inferenc

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

Revy

The ownership layer for fashion, shopping, and your wardrobe

Not a business yetAI + Life

Rillet

Rillet is an AI tool for accounting teams that automates financial reporting processes such as board updates. Users upload financial data, AI generates draft re

Not a business yetNew application / serviceAI + BusinessAccounting

RingCentral

RingCentral's RingCX platform adds AI agent features for enterprise contact centers, auto-handling customer inquiries and ticket classification. AI receives con

Not a business yetAI transformationAI + BusinessEnterprise ServicesCross-market opportunity

Ringg

When support teams face a high volume of repetitive enquiries across phone, chat, WhatsApp and web, Ringg's multilingual agents answer and act on common request

Not a business yetNew application / serviceAI + BusinessCustomer service

Ringg

Ringg is an Indian voice AI startup providing voice automation solutions for enterprises, handling customer service and telemarketing. Users input call recordin

Not a business yetNew application / serviceAI + BusinessEnterprise ServicesCross-market opportunity

Rippling

Rippling offers AI agents for HR processes like onboarding, benefits, and payroll. AI receives employee data, executes process steps, generates documents or upd

Not a business yetAI transformationAI + BusinessHuman ResourcesCross-market opportunity

Rootstock

Rootstock introduces procurement and sales AI agents in its Summer ERP release, automating purchase orders and sales processes to reduce manual work. Specific w

Not a business yetAI transformationAI + BusinessManufacturing

RoundOS

RoundOS is a free data room tool for securely sharing sensitive documents during M&A, fundraising, or legal due diligence. Users upload files, and the system pr

Not a business yetNew application / serviceAI + BusinessFinanceCross-market opportunity

Router by Ramp

Tokens are money. Save both.

Not a business yetInfrastructure

RoutingBox

RoutingBox provides scheduling and route planning software for non-emergency medical transportation companies. Dispatchers input transport requests, and AI auto

Not a business yetAI transformationAI + BusinessMedical Transportation

Runable

Runable is an Indian AI startup; specific product details are undisclosed. Based on funding info, it may target software development, but input, action, and out

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

Runable

Runable is an Indian AI startup that just raised $21 million. Specific product features are not disclosed, but based on the name and funding information, it may

Not a business yetNew application / serviceAI + DevSoftware Development

Runable

Runable is an Indian startup that raised $21M to help small businesses grow beyond AI-built websites. Specific workflows or deliverables are yet to be verified,

Not a business yetNew application / serviceAI + BusinessSMB ServicesCross-market opportunity

Runable

Runable raised $21M to develop AI agents that help entrepreneurs transition from building to growing businesses. Specific workflows and deliverables are undiscl

Not a business yetNew application / serviceAI + BusinessEnterprise ServicesCross-market opportunity

SSM

Self-storage software provider SSM introduces AI management and reporting agent SAMARA to assist storage managers with management and reporting tasks. Specific

Not a business yetAI transformationAI + BusinessStorageCross-market opportunity

Salem Robotics

When sending people into a hazardous plant is too risky, robots measure, turn valves, and bring back an auditable report.

Not a business yetAI + Life

Samepage Artifacts

When a product manager writes requirements or release notes, a draft is already waiting, built from the team's context.

Not a business yetAI + Productivity

Sapien

Sapien provides AI-powered operational analysis for enterprise finance teams. Specific workflow nodes, inputs, actions, and deliverables are not yet detailed in

Not a business yetAI transformationAI + BusinessEnterprise Finance

Sarvam AI

Sarvam AI is an Indian sovereign AI company focused on building AI models and applications for Indian languages and contexts. Enterprises or government agencies

Not a business yetNew application / serviceInfrastructureArtificial Intelligence

Sarvam AI

Sarvam AI is an Indian sovereign AI startup focused on building AI models for Indian languages and contexts. Specific product features are undisclosed, but may

Not a business yetNew application / serviceInfrastructureArtificial IntelligenceCross-market opportunity

Saveto

Saveto.ai is an AI website that converts videos, audio, PDFs, PPTs, and other documents into transcripts, summaries, and learning materials. Users upload files

Not a business yetNew application / serviceAI + ProductivityEducationCross-market opportunity

Scholé Scenarios

After a lesson, you immediately practice a real scene: talk to a client or a teammate, and get corrected on the spot.

Not a business yetAI + Life

ScienceDiscovery

Jiuwen ScienceDiscovery is a scientific discovery tool using tree search-driven RSI (recursive symbolic regression) without model training or tuning, writing un

Not a business yetNew application / serviceAI + BusinessScientific Research

Shepherd Terminal

When two AIs help you write software side by side, both windows stay open and the conversation is not dropped halfway.

Not a business yetAI + Dev

ShogunAI

Your personal AGI on your PC. Built to finish real work.

Not a business yetAI + Productivity

SimpliSafe Video Doorbell Series 2

When someone approaches the door, the doorbell camera hands footage to AI for an initial threat read, then a live security agent reviews it and speaks or escala

Not a business yetAI transformationAI + Lifehome security

SiteData

SiteData is a browser extension that shows how many sites have run Google Ads for a keyword in the last 4 weeks, with clickable details on advertisers, traffic,

Not a business yetAI transformationAI + BusinessMarketing

Skim Recap

It recaps the parts you skipped and the places you got stuck, then explains exactly where you stalled.

Not a business yetAI + Productivity

Skriptr

Students get an AI desk built for schoolwork, with homework, notes, and review in one place.

Not a business yetAI + Life

SkyProduction(天工工作台)

Before delivering finished episodes, short-drama producers upload each episode and its subtitles to SkyProduction, which runs checks across subtitles, audio-vid

Not a business yetNew application / serviceAI + CreativeFilm & short drama

Socure

When banks, payment firms and insurers verify identity and investigate fraud during onboarding, lending or claims, risk staff previously had to manually review

Not a business yetAI transformationAI + BusinessFinancial services

Socure

Socure provides identity verification and fraud prevention for financial institutions. Its RiskOS platform integrates Fravity's agentic AI as RiskOS_Agents to a

Not a business yetAI transformationAI + BusinessFintech

Souk

Souk is a UK-based B2B software startup developing an AI-powered partner management platform to turn inactive B2B partners into revenue. It takes partner activi

Not a business yetNew application / serviceAI + BusinessB2B Software

Spline V2

Spline V2 targets 3D and product designers, enabling browser-based creation and editing of 3D scenes. AI takes design intent, generates or modifies 3D models, m

Not a business yetAI transformationAI + CreativeDesignCross-market opportunity

Staats

Staats lets users ask coding agents about website performance, but specific inputs, analysis actions, and output report formats are not described in public mate

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

StepSecurity

StepSecurity provides security for the software supply chain, covering CI/CD pipelines, NPM dependencies, and developer machines. It scans and fixes configurati

Not a business yetAI transformationAI + DevSoftware Development

Stitch AI by Dynamic Mockups

Stitch AI claims to be the first embroidery digitizing agent. Users upload a design image, and AI automatically converts it into a machine-readable embroidery f

Not a business yetNew application / serviceAI + BusinessTextilesCross-market opportunity

StoreClaw

E-commerce sellers, preparing for the holiday season, use StoreClaw's AI tools to analyze market data, optimize listings, or forecast demand to adjust strategie

Not a business yetNew application / serviceAI + BusinessE-commerceCross-market opportunity

StoreEase Virtual Console Flex

StoreEase's Virtual Console Flex targets traditionally staffed self-storage facilities, using an AI virtual front desk to handle visitor reception, lease proces

Not a business yetAI transformationAI + BusinessStorage and self-storage

SuccessKPI

SuccessKPI targets contact centers and customer service teams with three AI releases to automate quality reviews. Previously, QA analysts or managers manually s

Not a business yetAI transformationAI + BusinessCustomer Service

Sunrise Robotics

Manufacturers need to deploy cobots for repetitive tasks on production lines. Sunrise Robotics' AI-powered GoFa™ cobot cells take task commands, plan motions vi

Not a business yetAI transformationAI + BusinessManufacturing

Superflow AI

Before a site goes live, the AI clicks through the pages and finds the broken doors first.

Not a business yetAI + Dev

Surfdeck

Your tabs, within reach.

Not a business yetAI + Productivity

Sydekick AI

Sydekick AI is a local marketing automation product launched by Synup, targeting local businesses and multi-location brands. It takes business information and m

Not a business yetNew application / serviceAI + BusinessLocal Marketing

Systech

Systech provides an AI traceability platform for pharma supply chains. Supply chain staff input batch and distribution data; AI tracks and verifies drug movemen

Not a business yetAI transformationAI + BusinessPharmaceutical

Tabby

Small business owners or bookkeepers hand receipts and documents, both paper and digital, to Tabby during daily operations; it processes them and keeps the book

Not a business yetAI transformationAI + BusinessProfessional services and bookkeeping

Taku AI

Borrow a working AI setup from someone else and turn it into a desktop tool you can run without assembling it.

Not a business yetAI + Productivity

Talvo

Connect 2,500-plus European bank accounts so daily spending is visible without logging into each bank.

Not a business yetAI + Business

Tellia

Tellia is a voice-enabled data capture tool for agriculture. Farm workers speak observations about crops or pests while in the field, and AI converts speech int

Not a business yetNew application / serviceAI + BusinessAgriculture

Terrakotta

Terrakotta is an AI platform for commercial real estate (CRE), helping brokers and property managers with leasing, valuation, and asset management. Specific fea

Not a business yetNew application / serviceAI + BusinessReal Estate

The New Calendly

Handle all of the work before, during, and after meetings

Not a business yetAI + Productivity

Thinking Machines

Thinking Machines is a high-profile AI startup with an annual revenue run rate exceeding $100 million, in talks for a massive funding round. Specific product de

Not a business yetNew application / serviceInfrastructureArtificial intelligence

Tiny Funnel

A conversion funnel you can actually read: you see which step people drop off, without first learning a heavy report.

Not a business yetAI + Business

TinyFish

Let AI do the web work itself: click pages, fill forms, copy data, so nobody keeps staring at the screen.

Not a business yetInfrastructure

Treg

More than two thousand outside services sit behind one door, with no markup in the middle, as a toolbox for AI.

Not a business yetInfrastructure

Trinity

Trinity is a conversational AI tool for students with disabilities, used by special education teams when developing individualized transition plans. It takes st

Not a business yetNew application / serviceAI + LifeEducation

TrueForge

TrueForge is an open-source agent framework by TrueFoundry, enabling developers to deploy AI agents on existing infrastructure. It takes task descriptions, orch

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunity

TrustedRouter

TrustedRouter is an AI routing startup; specific product features are undisclosed. It raised $1.25 million, possibly involving AI model routing or traffic manag

Not a business yetNew application / serviceInfrastructureAI infrastructureCross-market opportunity

Ulpaso

Ulpaso targets office workers who need meeting notes. Users provide meeting audio or transcripts, and AI automatically organizes them into structured notes, del

Not a business yetNew application / serviceAI + ProductivityGeneral officeCross-market opportunity

Ultimate I2V Client

Image-to-video client

Not a business yetAI + Creative

Unitree

Unitree is a Chinese robotics company whose robot dog products enter the consumer market at a relatively low price (e.g., $4,000). Users can use it for entertai

Not a business yetAI transformationAI + LifeRobotics

Violoop

Violoop is a palm-sized device that plugs into a computer via Type-C and reads on-screen activity in real time to build working context for a proactive AI assis

Not a business yetNew application / serviceAI + ProductivityConsumer electronics

WHEE

WHEE is an AI imaging creation tool under Meitu, where users can generate images from text or pictures and apply stylization. This redesign incorporates AI imag

Not a business yetAI transformationAI + CreativeContent Creation

WPS Comate

Office workers using WPS hand documents, spreadsheets, or presentations to the Comate agent for content generation or data analysis; specific features like docu

Not a business yetAI transformationAI + ProductivityOffice servicesCross-market opportunity

WSO2

WSO2 launched a self-managed AI platform for regulated firms, allowing deployment on-premises to meet data sovereignty and compliance. Specific workflows and de

Not a business yetAI transformationInfrastructureFinanceCross-market opportunity

Warren

Warren provides infrastructure for coding-agent workloads. Development teams running AI coding agents hand over tasks to Warren to manage execution environments

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

WebTerm Learn

Programming beginners learn terminal commands through gamified exercises in a browser sandbox, typing commands and observing feedback. Specific game mechanics a

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

Wizstar

Digital avatars that move and act like professional actors.

Not a business yetAI + Creative

Wonderful

Wonderful is an AI startup whose specific product form and use cases have not been disclosed in public materials. After this funding round, its valuation exceed

Not a business yetNew application / serviceGeneral assistants

Wonderful

Wonderful is a company developing AI-powered software engineering agents; its product may help development teams automate coding tasks. Specific workflows and d

Not a business yetNew application / serviceAI + BusinessSoftware Development

Wrapture

Python developers use Wrapture to wrap functions or methods for testing or tracing; it records call data or returns stubbed values, delivering trace logs or tes

Not a business yetOpen-source projectAI + DevSoftware DevelopmentCross-market opportunity

You.com

You.com packages real-time web search into a one-line agent capability, allowing developers to integrate live web data into their AI agents with a single line o

Not a business yetAI transformationGeneral assistantsInternet

Zeit AI

Zeit AI provides an autonomous data engineering platform for European mid-sized companies, potentially automating data pipeline construction and maintenance. Sp

Not a business yetNew application / serviceAI + BusinessData Services

bitdrift.ai

The world's first agentic mobile observability platform

Not a business yetAI + Dev

claude-tag-wif-gateway-sample

This is sample code from Anthropic for implementing a customer-side gateway for Claude Tag identity federation. Developers can reference this code to deploy an

Not a business yetOpen-source projectInfrastructureSoftware DevelopmentCross-market opportunityOpen-source traction 0

fx (by Vercel)

Vercel's tiny, open-source coding agent.

Not a business yetAI + Dev

monolog

Talk to yourself to capture the day, then find things later by the fragment you still remember.

Not a business yetAI + Productivity

nCino

nCino is a cloud platform for banks and financial institutions, offering loan origination and CRM. Its agentic AI features aim to automate credit approval and c

Not a business yetAI transformationAI + BusinessBanking

nenspace

Use a light conversation to catch tasks, notes, and habits your head cannot hold, so they are not dropped.

Not a business yetAI + Creative

screenpipe

screenpipe is an open-source tool that continuously records your computer screen and actions to provide context for AI agents. After installation, it runs in th

Not a business yetOpen-source projectAI + ProductivitySoftware DevelopmentCross-market opportunity

seendiff

During code review, programmers hand the diff to seendiff, which provides a viewer with progress tracking to help monitor review progress. How it tracks and whe

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

x1

x1 claims to be the Lovable for iPhone apps, letting users go from idea to App Store. Users describe requirements, AI generates app code and resources, deliveri

Not a business yetNew application / serviceAI + DevSoftware DevelopmentCross-market opportunity

万相点睛

Brand merchants on Alibaba's e-commerce platforms open Wanxiang Dianjing when planning product ads and selecting target audiences, a step previously done by man

Not a business yetAI transformationAI + Businesse-commerce marketing

中国人寿

China Life has built over 500 AI agents for various insurance business processes; specific functions and workflows are yet to be verified.

Not a business yetAI transformationAI + BusinessInsurance

仁济泌尿智能体

Renji Hospital's urology AI agent allows patients to submit symptoms and test reports online; the system performs initial triage and health consultation. It has

Not a business yetAI transformationAI + LifeHealthcare

创新奇智

AInnovation proposes a trinity agent development paradigm to help manufacturers input production data and equipment status into an agent platform, which generat

Not a business yetAI transformationAI + BusinessManufacturing

剪映

Short-video editors or e-commerce operators who receive a batch of footage normally export and re-import between a generation tool and an editing suite; Jianyin

Not a business yetNew application / serviceAI + CreativeShort-video content production

剪映

Short-form video editors and creators open Jianying Hub with a one-line idea, reference video or document, let AI draft scripts and storyboards on an infinite c

Not a business yetAI transformationAI + CreativeShort-form video and content creation

动码印章

Dongma Seal offers smart seal control products for enterprises and public institutions, digitizing traditional physical seal management. AI receives seal usage

Not a business yetAI transformationAI + BusinessEnterprise Services

北森

Beisen integrates AI into HR management. HR teams feed recruitment and performance data into the system, which generates candidate screening and performance ana

Not a business yetAI transformationAI + BusinessHuman Resources Services

北森

Beisen Mavens is an AI assistant for HR, operating in modules like recruitment, performance, and payroll. Human HR gives commands, and the digital HR executes t

Not a business yetAI transformationAI + BusinessHR services

医策科技

Pathologists in county hospitals, lacking support from senior experts, submit digital slide images to an AI pathology all-in-one machine; the system automatical

Not a business yetNew application / serviceAI + BusinessHealthcare

千问

A tech editor sets up source monitoring and scoring rules in the Qwen app; Qwen periodically crawls official sites, code repositories, and media for changes, sc

Not a business yetAI transformationAI + CreativeMedia

千问办公

An AI office product from Alibaba's Qwen family. Office workers hand tasks like drafting documents and organizing data to the AI and get editable outputs; exact

Not a business yetNew application / serviceAI + Productivityenterprise services

千问办公

Qianwen Office is an AI-powered office suite for enterprises and individuals, enabling users to generate content, organize data, and adjust formatting in docume

Not a business yetNew application / serviceAI + ProductivityOffice software

卖家精灵 Agent 1.0

SellerSprite Agent 1.0 is an AI tool for cross-border e-commerce sellers. With Fotor's AI visual capabilities, sellers can generate and edit product images duri

Not a business yetAI transformationAI + BusinessE-commerce

可灵AI

Kling AI is an AI video generation tool by Kuaishou. Users input text or images, and AI generates video clips for short video creation, ad production, etc. Spec

Not a business yetNew application / serviceAI + CreativeMedia & Entertainment

可灵AI

Kling AI is Kuaishou's AI video generation tool that creates video clips from text or images, used for short-form content, ad creatives, and film previsualizati

Not a business yetNew application / serviceAI + CreativeFilm & Video Production

合见工软

X-EPIC released its next-generation EDA innovation matrix, introducing AI agents into chip design workflows to assist engineers with tasks like verification. Sp

Not a business yetAI transformationAI + DevSemiconductor

合见工软

Hegian Gongsu launches a next‑generation EDA innovation matrix that combines AI agents and 3D chip design tools, enabling semiconductor designers to accelerate

Not a business yetNew application / serviceAI + DevSemiconductor

多多

The home agent 'Duoduo' targets household scenarios. Users give voice or text commands, it receives and executes household operations such as device control and

Not a business yetNew application / serviceAI + LifeHousehold

嬴彻科技

Inceptio provides autonomous driving for trucks, handling highway driving with driver oversight, delivering mileage and efficiency gains.

Not a business yetAI transformationAI + BusinessLogistics

小度

Xiaodu released a home-scenario agent application and four new hardware products, targeting home users. Through voice or touch interaction, it controls smart de

Not a business yetAI transformationAI + LifeSmart Home

小度

Xiaodu released a new family-scenario agent application; specific features and workflows are not detailed. It may involve home device control or services, but n

Not a business yetAI transformationAI + Lifesmart home

小米MiMo

Xiaomi MiMo desktop client opens beta testing, targeting individual users as an AI desktop application. Users interact via conversation, file processing, or tas

Not a business yetNew application / serviceGeneral assistantsIndividual users

库库AI

Employees open Kuku AI when drafting documents, organizing meeting materials or pushing cross-department workflows, feeding raw material in to get a draft or or

Not a business yetNew application / serviceAI + ProductivityEnterprise office

彩讯 Rich AIBox

Rich AIBox is an enterprise agent foundation that helps deploy AI agents in internal workflows. Specific processes and deliverables are yet to be verified.

Not a business yetAI transformationAI + BusinessEnterprise Services

微生物组与活菌药研发专业科研智能体

A research AI agent for microbiome and live biotherapeutic product development was released in Shenzhen. It takes experimental designs, literature, and data fro

Not a business yetNew application / serviceAI + BusinessBiopharmaceuticals

拉塞特

Lasite provides AI + farming solutions for livestock enterprises, having acquired Xinnong Internet and released 'Xiaoxin AI 3.0' super agent to build a full-sta

Not a business yetAI transformationAI + Businesslivestock farming

数巅智能

When preparing business analysis reports, enterprise data analysts hand scattered databases, reports, and business documents to Shudian Zhineng's data agents; t

Not a business yetAI transformationAI + BusinessEnterprise Services

昂听

Hearing-impaired users wear it in noisy restaurants and similar settings; the device picks up mixed voices from the environment and performs audio separation an

Not a business yetAI transformationAI + Lifemedical devices

星谷云DeepSales

When foreign trade salespeople develop overseas clients, they feed target market leads, product materials, and communication records to DeepSales, which automat

Not a business yetNew application / serviceAI + BusinessCross-border e-commerce

显示产业链AI质检公司

The company provides AI quality inspection solutions for the display industry, replacing manual visual inspection. Cameras capture screen images, AI identifies

Not a business yetAI transformationAI + BusinessDisplay panel manufacturing

极壳(Hypershell)

Hypershell launches the next-generation lower-limb exoskeleton Halo, targeting outdoor sports, outdoor work, and elderly users. When worn, the system provides a

Not a business yetNew application / serviceAI + LifeOutdoor sports

极智嘉

Warehouse and logistics companies deploy Geek+'s autonomous mobile robots and AI scheduling system, which takes over material handling and sorting tasks. The sy

Not a business yetAI transformationAI + BusinessWarehousing and logistics

格创东智

Manufacturing enterprises deploy Gechine's autonomous agent on the production floor, which receives equipment data, process parameters, and order information, a

Not a business yetAI transformationAI + BusinessManufacturing

梅卡曼德

Mech-Mind is an industrial robotics AI company whose products are used for robot vision and grasping. Specific workflows and deliverables are yet to be verified

Not a business yetAI transformationAI + BusinessManufacturing

比昂芯科技

BeyonChip applies AI to circuit simulation and chiplets design, targeting chip design engineers in verification of complex circuits and chiplets integration. AI

Not a business yetAI transformationAI + DevSemiconductors

深度智控(DeepCtrls)

DeepCtrls is a physical AI company for data center and industrial energy scenarios. Its system takes in equipment data, runs energy-efficiency control actions,

Not a business yetAI transformationAI + BusinessEnergy

深空矩阵

Shenkong Matrix is a space AI company; specific product form and delivery process are not yet disclosed. The financing aims to build a 'China solution' for spac

Not a business yetNew application / serviceAI + Businessaerospace

灵犀智涌

Lingxi Zhiyong assembled a robot from demo-level components and won an award in an industrial scenario competition, indicating rapid integration capability. Spe

Not a business yetNew application / serviceAI + BusinessIndustrial manufacturingCross-market opportunity

百度搭子

Baidu Dazi partners with Xiaodu to expand Baidu agents from personal assistants to family AI companions; specific features and workflows are not detailed.

Not a business yetAI transformationAI + Lifesmart home

百度搭子

Baidu Dazi is Baidu's AI office agent, targeting office workers, handling tasks like document processing and meeting minutes, delivering usable office outputs.

Not a business yetNew application / serviceAI + ProductivityWorkplace ProductivityCross-market opportunity

百度搭子

Office workers hand cross-app, cross-file repetitive tasks to Baidu Dazi in natural language; it can see the screen, operate software, process files, and connec

Not a business yetNew application / serviceAI + ProductivityOffice servicesCross-market opportunity

百度搭子

Baidu Dazi is Baidu's AI office product targeting enterprise scenarios, offering 15 industry suites and 96 skills. Users invoke skills at specific work nodes (e

Not a business yetAI transformationAI + ProductivityWorkplace ProductivityCross-market opportunity

百度搭子 DuMate

Baidu Dazi DuMate is a desktop AI agent for individuals and teams. Users input natural language requests, and it can see the screen, operate software, process f

Not a business yetNew application / serviceAI + ProductivityOffice Services

知乎 AI Works

Zhihu AI Works is an AI application platform by Zhihu, now supporting one-click deployment. Users can create or configure AI apps and deploy them to get accessi

Not a business yetAI transformationAI + DevInternet

知乎AI Works

Zhihu AI Works is an AI application platform by Zhihu. This update adds one-click deployment. Specific workflow and deliverables remain unverified: users may bu

Not a business yetAI transformationAI + DevInternet

知乎AI Works

Zhihu AI Works is an AI application development platform launched by Zhihu. This update adds one-click deployment. Developers can build AI applications on the p

Not a business yetAI transformationAI + DevInternet

知乎AI Works

Zhihu AI Works is an AI application platform by Zhihu. This major update adds one-click deployment. Specific workflow and deliverables remain unverified: users

Not a business yetAI transformationAI + DevInternet

研小知背单词

Students use Yanxiaozhi vocabulary app during exam prep or daily study, selecting stage-appropriate word books; AI schedules reviews based on memory curve and g

Not a business yetNew application / serviceAI + ProductivityEducation

美图

Meitu has achieved profitability through AI features (e.g., AI retouching, AI design), but specific product workflows and delivery details are not disclosed in

Not a business yetAI transformationAI + CreativeImaging

腾讯 WorkBuddy

Office workers dealing with professional software in securities, legal and finance/tax fields plus hardware such as recorders and smart glasses hand tasks to Wo

Not a business yetNew application / serviceAI + ProductivitySecurities

腾讯 WorkBuddy

Tencent launched WorkBuddy Finance Edition, offering agent services for the financial industry. Specific workflows, AI inputs and actions, and deliverables are

Not a business yetAI transformationAI + BusinessFinance

腾讯WorkBuddy

Hunan Daily hosted a WorkBuddy agent training session, indicating media organizations are beginning to engage with the product, but specific features, use cases

Not a business yetAI transformationAI + BusinessMedia

腾讯混元

Tencent Hunyuan Hy4 preview is a new-generation large model targeting long-horizon tasks in software engineering, office analysis, game development, and scienti

Not a business yetAI transformationInfrastructureSoftware Engineering

自变量机器人

XZ Robot releases world model WALL-SS, using next-scale autoregressive architecture, taking historical observations and actions as input, outputting future stat

Not a business yetOpen-source projectInfrastructureRobotics

莱州教育智能体

Laizhou deploys AI assistants for over 6,000 teachers to aid lesson preparation, grading, and other teaching tasks. Specific features and workflows remain to be

Not a business yetAI transformationAI + LifeEducation

蘑菇物联

Mogu IoT provides AIoT solutions for industrial manufacturers, using sensors and AI algorithms to monitor factory equipment status, predict failures, and optimi

Not a business yetAI transformationAI + BusinessIndustrial manufacturing

豆包工作

Doubao Work is ByteDance's standalone office client, targeting office workers with integrated AI capabilities. Specific features like document processing and me

Not a business yetNew application / serviceAI + ProductivityOffice software

运动宇宙

Parents use Yundong Yuzhou AI motion-sensing console in the living room; children engage in motion games via body movements; AI recognizes actions and provides

Not a business yetNew application / serviceAI + LifeSports

问草智能体

Ecological restoration engineers input soil, vegetation, and climate data into the 'Wencao' agent, which analyzes and generates restoration suggestions; specifi

Not a business yetAI transformationAI + LifeEcological restorationCross-market opportunity

阿尔特

Alter, an automotive design company, applies AI agent tools to the design process, helping designers handle tasks, and has secured commercial orders; specific w

Not a business yetAI transformationAI + BusinessAutomotive design

阿里云 AIDBS

Alibaba Cloud AIDBS targets enterprise database operations. After alerts, the agent auto-diagnoses, locates problematic SQL, and provides recommendations; DBA c

Not a business yetAI transformationAI + DevDatabase

雷鸟

Thunderbird AI glasses target consumers with integrated AI features, but the CEO admits they are not essential and not high-quality daily glasses, leading to di

Not a business yetNew application / serviceAI + LifeConsumer electronics

麦享获客通

Maixiang Huoketong targets enterprise marketers, helping brands optimize visibility in AI search results (e.g., generative engines) as these become key informat

Not a business yetNew application / serviceAI + BusinessMarketing

CodeBuddy|Tencetn

+30%

Monthly visits 7.49M

Already at scaleAI + Dev

Payment pathIndividual / domestic: free, with access to DeepSeek and other models; International: IDE and CLI share quotas…

Devin

+80%

Monthly visits 2.97M

Already at scaleAI + Productivity

Payment pathSubscription plus usage metering (SaaS + consumption), structurally closer to AWS; than to Cursor.; Core: $20/…

Hyper3D

+135%

Monthly visits 3.12M

Already at scaleAI + Productivity

Payment pathFreemium plus metered API plus enterprise.; Free tier: register and generate; a community gallery showcases wo…

MaxAI.me

+13312%

Monthly visits 2.56M

Already at scaleAI + Productivity

Payment pathFreemium. Free tier gets daily-limited fast AI replies; the paid tier unlocks unlimited smart models and image…

MiniMax - 通用AI Agent

-1%

MAU 3.79M

Already at scaleAI + Productivity

Payment pathTwo legs: subscriptions and API. C-end agent subscriptions (average $73 per user), and a metered open-platform…

Qoder-阿里

+15%

Monthly visits 3.15M

Already at scaleAI + Dev

Payment pathCredits system (unified across the whole line since May 20, 2026), inter-operable across products, reset month…

languagereactor

+54%

Monthly visits 2.59M

Already at scaleAI + Life

Payment pathFreemium. The free tier covers dual subtitles, the dictionary, basic playback, and limited saving. Pro costs $…

vivago.ai 从灵感到大片,每个人都能用的 AI 导演

+17%

MAU 4.60M

Already at scaleAI + Productivity

Payment pathFree base quota + pay-per-use credit packs + Pro membership (unlocks all duration options and sound effects). …

可灵AI - AI图片&视频创作工具

-2%

MAU 8.11M

Already at scaleAI + Creative

Payment pathTwo engines: enterprise API revenue plus consumer paid-membership subscriptions. Kuaishou CEO Cheng Yixiao sai…

沉浸式翻译

+1%

Monthly visits 5.51M

Already at scaleAI + Productivity

Payment pathFreemium. Web translation is free and unlimited; Pro at $14.99/month; ($124.99/year), Max at $34.99/month ($28…

纳米AI - 首创多智能体蜂群

-4%

MAU 8.08M

Already at scaleAI + Productivity

Payment path"Free trial plus light payment" (membership). No specific subscription pricing or; revenue disclosed. At the 3…

豆包爱学-豆包旗下AI教育产品

-1%

MAU 2.55M

Already at scaleAI + Life

Payment pathFree, no ads, revenue not disclosed. The official line is "core features have no; paywall." ByteDance is not t…

Agnes AI

+570%

Monthly visits 2.08M

Already at scaleNew application / serviceAI + Productivity

Payment pathFreemium plus free-API funnel.; Free tier: 50 requests/month (conversiongems, 2026-06); Plus: $19.90/month, 10…

HeyGen

-9%

Monthly visits 9.79M

Already at scaleNew application / serviceAI + Creative

Trae

-9%

Monthly visits 3.61M

Already at scaleNew application / serviceAI + Dev

AI 搜索|百度

+14%

Monthly visits 44.85M

Category is setGeneral assistants

Payment pathSearch ads first, subscriptions and the agent ecosystem as incremental revenue.; Per the Q3 2025 earnings call…

Claude by Anthropic

+11%

MAU 39.81M

Category is setAI + Productivity

Payment pathEnterprise and API are the base; charging for "depth of use."; Revenue mix (2025, via Sacra/Reuters): enterpri…

DeepSeek - AI 智能助手

-2%

MAU 139.08M

Category is setGeneral assistants

Payment pathEnd users: free, no ads; Developers: token-metered API, long-term among the cheapest domestic models; Profit c…

Kimi|月之暗面

-13%

Monthly visits 40.16M

Category is setGeneral assistants

Payment pathTiered C-end subscription: ¥49 / ¥99 / ¥199 per month, unlocking deep research, general agent tasks (OK Comput…

Qwen.ai|阿里

-3%

Monthly visits 35.43M

Category is setAI + Productivity

Payment pathConsumer chat is free. Monetization runs through Alibaba Cloud (Qwen models metered on the Bailian platform an…

Seekee - Safe&Fast Browser

+11%

MAU 27.13M

Category is setAI + Productivity

Payment pathFreemium subscriptions for higher weekly limits. Underneath that, the privacy policy demands an unusually long…

Z.ai

+25%

Monthly visits 10.24M

Category is setGeneral assistants

Payment pathTwo layers: per-token direct API (GLM-4.5 at roughly $0.6/M input and $2.2/M output) plus the quota-based Codi…

千问 - 阿里最强模型官方AI助手

+7%

MAU 251.13M

Category is setGeneral assistants

Payment pathFree to consumers; value is recovered inside the Alibaba ecosystem — transaction commissions, ad slots, cloud …

千问 qianwen.com|阿里

+1%

Monthly visits 44.53M

Category is setGeneral assistants

Payment pathMostly free to consumers (consistent with Alibaba's stated Qwen strategy); the revenue lands in the Alibaba Cl…

即梦AI - 抖音旗下AI图片和视频工具

-3%

MAU 87.36M

Category is setAI + Productivity

Payment pathFree quota plus paid generation (compute consumption) for consumers, with indirect monetization through the Do…

商汤小浣熊

+3480%

Monthly visits 3.70M

Category is setGeneral assistants

Payment pathMostly free for consumers; B-end is local deployment and enterprise editions (the site cites a "local deployme…

夸克-阿里AI旗舰应用

-2%

MAU 159.24M

Category is setAI + Productivity

Payment pathCore features are free. Memberships are split and non-interchangeable: Drive SVIP; around ¥25/month, AI member…

智谱清言

+7%

Monthly visits 4.69M

Category is setGeneral assistants

Payment pathFree chat plus membership subscription; The real revenue lines: MaaS/API calls, enterprise solutions, GLM Codi…

百度文库

+5%

Monthly visits 23.77M

Category is setAI + Productivity

Payment pathTraditional: VIP membership (downloads, document unlocking) and per-document payment; AI: 40M+ paying users (o…

百度网盘

-1%

MAU 101.03M

Category is setAI + Productivity

Payment pathSVIP membership (capacity, download speed, transfers), with AI capability bundled; in as a membership benefit.…

秘塔AI搜索

-0%

Monthly visits 4.52M

Category is setGeneral assistants

Payment pathSearch itself is free, no paid version today; Revenue comes from Writing Cat (13M+ registered users, ~3-4% pay…

纳米AI

-3%

Monthly visits 151.92M

Category is setAI + Productivity

Payment pathFree plus membership (the same structure as the app). No independent web revenue; or payment figures disclosed…

纳米AI搜索

-9%

Monthly visits 180.29M

Category is setGeneral assistants

Payment pathFree for high-frequency basics, paid for heavy-cost output:

腾讯元宝

-19%

Monthly visits 12.10M

Category is setAI + Productivity

Payment pathFree on the C side; monetization unproven. No public membership pricing. Tencent treats; Yuanbao as an AI entr…

腾讯元宝-「DeepSeek+」智能新体验

-7%

MAU 103.92M

Category is setAI + Productivity

Payment pathFree on the C side; monetization unproven. No public membership tier for Yuanbao.; Tencent's Q2 2026 capex was…

豆包 - 字节跳动旗下 AI 助手

-2%

MAU 324.31M

Category is setGeneral assistants

Payment pathFree-first, with paid subscriptions just launched. On June 24, 2026, Doubao shipped; its pro tier: Basic free;…

豆包|抖音

-7%

Monthly visits 152.87M

Category is setGeneral assistants

Payment pathSame as the main app: free-first, with subscriptions launched June 24, 2026 (Standard ¥68/mo,; Plus ¥200/mo, P…

Grok

-13%

Monthly visits 220.78M

Category is setNew application / serviceGeneral assistants

Consensus

-12%

Monthly visits 5.16M

Already at scaleNew application / serviceAI + Productivity

Lovart

-20%

Monthly visits 3.10M

Already at scaleNew application / serviceAI + Creative

OwlyWriter AI by Hootsuite

+49%

Monthly visits 2.79M

Already at scaleAI transformationAI + BusinessCross-market opportunity

Pitch

+17%

Monthly visits 1.44M

Already at scaleNew application / serviceAI + Productivity

PixVerse

+10%

Monthly visits 7.08M

Already at scaleNew application / serviceAI + Creative

ChatGPT

-3%

Monthly visits 5.56B

Category is setAI transformationGeneral assistantsCross-market opportunity

Vercel

-3%

Monthly visits 29.68M

Category is setAI transformationAI + DevCross-market opportunity

Gemini

-2%

Monthly visits 2.95B

Category is setNew application / serviceGeneral assistants

OpenClaw

-39%

Monthly visits 4.78M

Category is setOpen-source projectGeneral assistantsCross-market opportunity

Manus

-17%

Monthly visits 23.90M

Category is setNew application / serviceGeneral assistants

Cursor

+7%

Monthly visits 23.18M

Category is setAI transformationAI + Dev

DeepSeek

-11%

Monthly visits 483.80M

Category is setNew application / serviceGeneral assistants

Payment pathEnd users: free, no ads, no paywall anywhere on the web product; Developers: token-metered API, one of the che…

Gamma

-21%

Monthly visits 24.73M

Category is setAI transformationAI + Creative

Kimi

-12%

MAU 22.69M

Category is setAI transformationGeneral assistants

Payment pathSame shape as domestic: free C-end plus subscriptions ($19/$39), metered API, open models for ecosystem. Diffe…

Loom

-3%

Monthly visits 17.26M

Category is setNew application / serviceAI + Productivity