PROJECT INTELLIGENCE
Before the coin, a conversation. …
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>_ 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.
Start with a real open-source project.
THE Hatch WORKFLOW
Your next idea, from start to finish.
- 01
Discover
Tell your agent what you’re looking for. Find GitHub projects that match your interests and brief.
- 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
Bring developers in with email and X introductions, their coin page and a guide to claiming creator rewards.
OPEN SOURCE. OPEN POSSIBILITIES.
An idea worth opening.
KEEP EXPLORING
02VoiceStudio
VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.
Pythonjsoncrack.com
✨ Innovative and open-source visualization application that transforms various data formats, such as JSON, YAML, XML and CSV into interactive graphs.
TypeScriptResearch filters
DISCOVER / RESEARCH / LAUNCH
Fresh picks · every 30 minutes
Showing saved project records while the latest directory loads.
overtime
Give a coding agent a brief, not a chat, and it works on its own across sessions. Includes an example run: an open-world city built in a real game engine with no human help. In early development.
A fresh catalyst has not been verified
ai-memory
Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors
A fresh catalyst has not been verified
dreamerv3
Mastering Diverse Domains through World Models
A fresh catalyst has not been verified
VoiceStudio
VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.
A fresh catalyst has not been verified
jsoncrack.com
✨ Innovative and open-source visualization application that transforms various data formats, such as JSON, YAML, XML and CSV into interactive graphs.
A fresh catalyst has not been verified
ZQuestClassic
ZQuest Classic is a game engine for creating games similar to the original NES Zelda
A fresh catalyst has not been verified
vision_pilot
Free and fully open-source L2 ADAS stack powered by End-to-End AI technology
A fresh catalyst has not been verified
browser-use
Open-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.
A fresh catalyst has not been verified
security-audit-skill
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
A fresh catalyst has not been verified
DeepSeek-Reasonix
A reliable coding agent for complex software engineering tasks.
A fresh catalyst has not been verified
nanocodex
Building blocks for frontier OpenAI agents in Rust. Nanocodex empowers you with Codex-level performance anywhere.
A fresh catalyst has not been verified
hyperframes
Write HTML. Render video. Built for agents.
A fresh catalyst has not been verified
scientific-agent-skills
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
A fresh catalyst has not been verified
KiroCrew
A persistent workspace for development work that self-improves and continues beyond one session.
A fresh catalyst has not been verified
stop-that-shit
Stop That Shit（别再造史了）｜面向 Codex/GPT 场景的多平台 Hook + Skill Guard：拦截 AI coding agent 无需求的哈希、校验和与任务范围膨胀。 A multi-platform Hook + Skill Guard for AI coding agents in Codex/GPT workflows: stop unrequested hashes, checksums, and task-scope creep.
A fresh catalyst has not been verified
claude-code-changelog
Tracking prompts, feature flags and metadata of Claude Code releases. Subscribe to ↓
A fresh catalyst has not been verified
context-mode
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
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