43,348 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.
Building agents7,412Data and AI4,299Backend and APIs3,694Languages3,682Planning3,492Git and workflow3,285Code review2,942Memory and context2,581Research2,499Writing and docs2,458Testing2,454Frontend2,420DevOps and cloud2,410Security2,106Productivity2,076Project management1,686
All Claude Code31,991 Codex23,077 OpenCode21,846 GitHub Copilot3,491 Gemini CLI1,901 Cursor1,721 Kiro33 Windsurf25
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| home-assistant/core home-assistant.io :house_with_garden: Open source home automation that puts local control and privacy first. | 90,242 | Claude Code, Codex, GitHub Copilot, OpenCode | 12 | 4,443 tok |
| infiniflow/ragflow ragflow.io RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cu | 90,107 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,186 tok |
| modelcontextprotocol/servers modelcontextprotocol.io Model Context Protocol Servers | 90,105 | Claude Code | 1 | 953 tok |
| zed-industries/zed zed.dev Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the | 89,824 | Claude Code, Codex, Gemini CLI, OpenCode | 7 | 3 tok |
| astral-sh/uv docs.astral.sh An extremely fast Python package and project manager, written in Rust. | 89,500 | Claude Code, Codex, OpenCode | 6 | 450 tok |
| OpenHands/OpenHands openhands.dev 🙌 OpenHands: AI-Driven Development | 86,292 | Codex, OpenCode | 1 | 28,090 tok |
| koala73/worldmonitor worldmonitor.app Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitor | 85,636 | Claude Code, Codex, OpenCode | 3 | 1,425 tok |
| laravel/laravel laravel.com Laravel is a web application framework with expressive, elegant syntax. We’ve already laid | 84,934 | Claude Code, Codex, OpenCode | 2 | 636 tok |
| Leonxlnx/taste-skill tasteskill.dev Taste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop | 84,658 | GitHub Copilot | 1 | 214 tok |
| lobehub/lobehub lobehub.com 🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hi | 82,254 | Claude Code, Codex, Gemini CLI, OpenCode | 51 | 2,275 tok |
| unclecode/crawl4ai crawl4ai.com 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: ht | 81,675 | Claude Code | 1 | — |
| Egonex-AI/Understand-Anything understand-anything.com Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph | 81,621 | Claude Code | 1 | 1,645 tok |
| bytedance/deer-flow deerflow.tech An open-source long-horizon SuperAgent harness that researches, codes, and creates. With t | 81,437 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 5,316 tok |
| netdata/netdata netdata.cloud The fastest path to AI-powered full stack observability, even for lean teams. | 80,438 | Claude Code, Codex, Gemini CLI, OpenCode | 23 | 11,013 tok |
| paperclipai/paperclip paperclip.ing The open-source app everyone uses to manage agents at work | 80,074 | Claude Code, Codex, OpenCode | 24 | 2,380 tok |
| rtk-ai/rtk rtk-ai.app CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust | 78,974 | Claude Code, GitHub Copilot | 29 | 2,681 tok |
| Panniantong/Agent-Reach Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube | 78,275 | Claude Code | 1 | 604 tok |
| dair-ai/Prompt-Engineering-Guide promptingguide.ai 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engine | 78,042 | Claude Code | 1 | 135 tok |
| abi/screenshot-to-code screenshottocode.com Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue) | 77,935 | Claude Code, Codex, OpenCode | 2 | 842 tok |
| openai/openai-cookbook cookbook.openai.com Examples and guides for using the OpenAI API | 75,775 | Codex, OpenCode | 2 | 1,165 tok |
| apache/superset superset.apache.org Apache Superset is a Data Visualization and Data Exploration Platform | 74,661 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 7 | 3,630 tok |
| thedaviddias/Front-End-Checklist frontendchecklist.io 🗂 The essential checklist for modern web development, for humans and AI agents | 74,041 | Claude Code, Codex, OpenCode | 2 | 4,648 tok |
| microsoft/ai-agents-for-beginners aka.ms 18 Lessons to Get Started Building AI Agents | 74,010 | Claude Code, Codex, OpenCode | 8 | 2,488 tok |
| santifer/career-ops career-ops.org Open-source AI job search: scan job portals, evaluate listings into a structured A-H repor | 70,241 | Claude Code, Codex, Gemini CLI, OpenCode | 7 | 11,599 tok |
| colbymchenry/codegraph colbymchenry.github.io Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemi | 69,769 | Claude Code, Codex | 3 | 10,633 tok |
| headroomlabs-ai/headroom docs.headroomlabs.ai Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer to | 69,054 | GitHub Copilot | 1 | 138 tok |
| code-yeongyu/oh-my-openagent omo.dev OmO: Drop your tokens. Ultrawork. Done. | 68,736 | Claude Code, Codex, OpenCode | 5 | 16,490 tok |
| openinterpreter/openinterpreter openinterpreter.com A coding agent for open models like Kimi K3 and GLM 5.3 | 68,247 | Codex, OpenCode | 1 | 5,182 tok |
| cline/cline cline.bot Autonomous coding agent as an SDK, IDE extension, or CLI assistant. | 67,541 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 2,383 tok |
| Fission-AI/OpenSpec openspec.dev Spec-driven development (SDD) for AI coding assistants. | 67,407 | Claude Code, Codex, OpenCode | 5 | — |
| leonardomso/33-js-concepts 33jsconcepts.com 📜 33 JavaScript concepts every developer should know. | 66,518 | Claude Code | 6 | — |
| pbakaus/impeccable impeccable.style The design language that makes your AI harness better at design. | 65,856 | Claude Code, Codex, OpenCode | 11 | 15,846 tok |
| shanraisshan/claude-code-best-practice linkedin.com from vibe coding to agentic engineering - practice makes claude perfect | 65,637 | Claude Code | 55 | 1,830 tok |
| warpdotdev/warp warp.dev Warp is an agentic development environment, born out of the terminal. | 64,823 | Claude Code, Codex, OpenCode | 24 | 4,233 tok |
| mem0ai/mem0 mem0.ai The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Con | 64,756 | Claude Code, Codex, OpenCode | 2 | 3,113 tok |
| gsd-build/get-shit-done A light-weight and powerful meta-prompting, context engineering and spec-driven developmen | 64,595 | Codex, OpenCode | 1 | 739 tok |
| stablyai/orca onorca.dev Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with you | 62,333 | Claude Code, Codex, OpenCode | 2 | 2,245 tok |
| diegosouzapw/OmniRoute omniroute.online Never stop coding. Free MIT AI gateway: one endpoint, 352 providers (150+ free), 1200+ mod | 61,672 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 16,112 tok |
| coollabsio/coolify coolify.io An open-source, self-hostable PaaS alternative to Vercel, Heroku & Netlify that lets you e | 61,464 | Claude Code, Codex, OpenCode | 14 | 6,480 tok |
| mvanhorn/last30days-skill AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and th | 61,351 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 3,976 tok |
| tw93/Pake faberon.io 🤱🏻 Turn any webpage into a desktop app with one command. | 61,303 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 6,801 tok |
| 1c7/chinese-independent-developer 👩🏿💻👨🏾💻👩🏼💻👨🏽💻👩🏻💻中国独立开发者项目列表 -- 分享大家都在做什么 | 61,256 | Claude Code, Codex | 2 | — |
| microsoft/autogen microsoft.github.io A programming framework for agentic AI | 60,829 | GitHub Copilot | 1 | 2,174 tok |
| usestrix/strix strix.ai Open-source AI penetration testing tool to find and fix your app’s vulnerabilities. | 60,777 | Codex, OpenCode | 1 | 1,847 tok |
| MemPalace/mempalace mempalaceofficial.com The best-benchmarked open-source AI memory system. And it's free. | 58,862 | Claude Code, Codex, OpenCode | 2 | 1,687 tok |
| remotion-dev/remotion remotion.dev 🎥 Make videos programmatically with React | 58,425 | Claude Code, Codex, GitHub Copilot, OpenCode | 60 | 847 tok |
| crewAIInc/crewAI crewai.com Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative | 58,133 | Codex, OpenCode | 1 | 452 tok |
| BerriAI/litellm docs.litellm.ai The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (o | 58,128 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,540 tok |
| karpathy/nanochat The best ChatGPT that $100 can buy. | 57,808 | Claude Code | 1 | — |
| appwrite/appwrite appwrite.io Appwrite® - complete cloud infrastructure for your web, mobile and AI apps. Including Auth | 57,300 | Claude Code, Codex, OpenCode | 2 | 6,615 tok |