FROM THE DIRECTORY 01
corvus
Native C++17 AI agent runtime — local-first, embeddable, MCP-native. Tool-calling, memory, and an async agent loop that runs where Python can't: ROS2, game threads, drones, HFT.
PROJECT INTELLIGENCE
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Open-source projects. Community-powered coins.Last checked Nov 5, 2026 · 12:22 AM UTC
>_ AI AGENTS FOR GITHUB PROJECTS
Find the spark.
Build what comes next.
A repository. A mission. Your next move.
Give your agent a mission. Find and research GitHub projects, launch your chosen coin, and bring the builders on board—all in one place.
Try a direction
Open-source projects Your wallet. Your final say.
THE LIFE OF AN IDEAILLUSTRATED WALKTHROUGH
PUBLIC REPOSITORY
A project worth building
An unfinished idea.
Start with a real open-source project.
ONE PROJECT. OPEN POSSIBILITIES.
Choose its mind6 premium models
THE Hatch WORKFLOW
Your next idea, from start to finish.
- 01
Discover
Tell your agent what you’re looking for. Find unfinished GitHub projects with evidence of work still to do.
- 02
Research
Compare demos, code activity, developer profiles and social evidence. Review the shortlist and choose your project.
- 03
Launch
Review the creator-reward split, then approve your Pump.fun launch with your wallet. Your coin gets its own Hatch page.
- 04
Onboard
Invite developers from info@hatchmind.fun with project context, their coin page and a guide to claiming eligible creator rewards.
From the communityDiscover
Ambar-Gupta22
corvus
Native C++17 AI agent runtime — local-first, embeddable, MCP-native. Tool-calling, memory, and an async agent loop that runs where Python can't: ROS2, game threads, drones, HFT.
50
Checking scanner statusGitHub: public accessSocial: limited coverage
OPEN SOURCE. OPEN POSSIBILITIES.
An idea worth opening.
Refine by evidence
Research filters
DISCOVER / RESEARCH / LAUNCH
Verified unfinished projects
Showing saved project records while the latest directory loads.
Showing 1–3 of 3 projects · Page 1 of 1Source evidence expires after seven days. Launches require a fresh check.
corvus
Native C++17 AI agent runtime — local-first, embeddable, MCP-native. Tool-calling, memory, and an async agent loop that runs where Python can't: ROS2, game threads, drones, HFT.
WHY NOW
A fresh catalyst has not been verified
TKCode
A native desktop client for AI coding agents, built with Avalonia and AtomUI. Multi-provider, MCP, integrated terminal, local resumable sessions, NativeAOT.
WHY NOW
Code updated in the last 48h
syrillian
Magically Simple 2D & 3D Game Engine built on top of wgpu
WHY NOW
A fresh catalyst has not been verified
How the shortlist is scored 80+ shortlist · 90+ standouts
We scan GitHub Trending, game and AI topics, and recent X posts linking directly to repositories. Discover opens with project highlights and compact interest filters; the full catalogue stays searchable. Minecraft and GTA collections describe community connections, not official game affiliation.
25 source quality: license, README, actual source, tests and CI files. 15 active development: recent code pushes. 15 adoption: capped stars and forks. File presence is not a passing test run or an audit.
20 demo & theme: real project demos, screenshots, artwork and a recognizable use case. Generic link cards earn no media points. 15 GitHub momentum: fresh Trending placement and measured star/fork growth. 10 social traction: recent measured X reach, independent posting accounts and engagement.
The shortlist requires an actual project visual, source-quality evidence and an earned score of at least 80. Scores of 90+ are the strongest current signals. Developer contacts and fee eligibility are checked separately before launch. We do not raise low scores to fit the shortlist. Missing or stale data earns no points for that factor; social views remain unknown when unmeasured. These are repository research scores, not predictions of coin returns.
Instagram and TikTok metrics are not connected. GitHub Trending · X metric source