How real projects configure their agents

32,436 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
modelcontextprotocol/servers modelcontextprotocol.io Model Context Protocol Reference Servers 91,815 Claude Code, Codex, OpenCode 14 12,067 tok
Egonex-AI/Understand-Anything understand-anything.com Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph 90,959 Claude Code 1 1,645 tok
koala73/worldmonitor worldmonitor.app Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitor 90,225 Claude Code, Codex, OpenCode 3 2,494 tok
unclecode/crawl4ai crawl4ai.com Official Crawl4AI Cloud: a hosted web scraping, extraction, and search API for AI agents. 86,956 Claude Code 1 —
rtk-ai/rtk rtk-ai.app CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust 85,661 Claude Code, GitHub Copilot 33 3,175 tok
laravel/laravel laravel.com Laravel is a web application framework with expressive, elegant syntax. We’ve already laid 85,253 Claude Code, Codex, OpenCode 2 636 tok
bytedance/deer-flow deerflow.tech An open-source long-horizon SuperAgent harness that researches, codes, and creates. With t 85,035 Claude Code, Codex, GitHub Copilot, OpenCode 7 5,324 tok
lobehub/lobehub lobehub.com 🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hi 84,058 Claude Code, Codex, Gemini CLI, OpenCode 58 4,011 tok
diegosouzapw/OmniRoute omniroute.online Never stop coding. Free MIT AI gateway: one endpoint, 375 providers (150+ free), 1,400+ mo 83,309 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 11,700 tok
opendatalab/MinerU opendatalab.github.io Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for yo 83,194 Claude Code, Codex, OpenCode 2 2,387 tok
netdata/netdata netdata.cloud The fastest path to AI-powered full stack observability, even for lean teams. 81,287 Claude Code, Codex, Gemini CLI, OpenCode 29 15,122 tok
abi/screenshot-to-code screenshottocode.com Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue) 81,047 Claude Code, Codex, OpenCode 2 842 tok
dair-ai/Prompt-Engineering-Guide promptingguide.ai 🐙 Guides, papers, lessons, notebooks and resources for prompt engineering, context engine 79,853 Claude Code 1 135 tok
heygen-com/hyperframes hyperframes.heygen.com Write HTML. Render video. Built for agents. 79,568 Claude Code, Codex, OpenCode 10 3,848 tok
santifer/career-ops career-ops.org Open-source AI job search agent and job finder: scan job boards, score each job 1-5 agains 79,108 Claude Code, Codex, Gemini CLI, OpenCode 7 11,599 tok
microsoft/ai-agents-for-beginners aka.ms 18 Lessons to Get Started Building AI Agents 79,004 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,487 tok
calesthio/OpenMontage openmontage.video World's first open-source, agentic video production system. 12 production pipelines, 100+ 77,170 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 359 tok
rohitg00/ai-engineering-from-scratch aiengineeringfromscratch.com Learn AI Engineering! Learn it. Build it. Ship it for others. 77,007 Claude Code, Codex, OpenCode 19 4,136 tok
colbymchenry/codegraph colbymchenry.github.io Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemi 76,794 Claude Code, Codex, OpenCode 4 10,506 tok
apache/superset superset.apache.org Apache Superset is a Data Visualization and Data Exploration Platform 75,425 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 3,834 tok
thedaviddias/Front-End-Checklist frontendchecklist.io 🗂 The essential checklist for modern web development, for humans and AI agents 74,658 Claude Code, Codex, OpenCode 2 5,004 tok
Fission-AI/OpenSpec openspec.dev Spec-driven development (SDD) for AI coding assistants. 74,064 Claude Code, Codex, OpenCode 5 —
hugohe3/ppt-master hugohe3.github.io AI turns documents or topics into real, native PowerPoint decks—with native shapes, transi 73,952 Claude Code, Codex, OpenCode 2 2,680 tok
cline/cline cline.bot Autonomous coding agent as an SDK, IDE extension, or CLI assistant. 71,371 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,422 tok
remotion-dev/remotion remotion.dev 🎥 Make videos programmatically with React 71,081 Claude Code, Codex, OpenCode 68 395 tok
code-yeongyu/oh-my-openagent omo.dev OmO: Just type "mass ulw" keyword with your prompt. Now you are the master of graph engine 70,736 Claude Code, Codex, OpenCode 5 17,920 tok
shanraisshan/claude-code-best-practice linkedin.com from vibe coding to agentic engineering - practice makes claude perfect 68,596 Claude Code 55 1,896 tok
MadsLorentzen/ai-job-search The job search that runs on your machine. AI job application framework built on Claude Cod 68,505 Claude Code, Codex, OpenCode 27 2,530 tok
mem0ai/mem0 mem0.ai The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Con 68,478 Claude Code, Codex, OpenCode 2 3,115 tok
mvanhorn/last30days-skill AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and th 66,745 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,975 tok
leonardomso/33-js-concepts 33jsconcepts.com 📜 33 JavaScript concepts every developer should know. 66,529 Claude Code 6 —
warpdotdev/warp warp.dev Warp is an agentic development environment, born out of the terminal. 65,884 Claude Code, Codex, OpenCode 24 4,557 tok
coollabsio/coolify coolify.io An open-source, self-hostable PaaS alternative to Vercel, Heroku & Netlify that lets you e 65,687 Claude Code, Codex, OpenCode 12 9,691 tok
cathrynlavery/diagram-design diagramdesign.dev Editorial diagram design for Claude Code, Codex, GitHub Copilot, Cursor, Factory Droid, Qo 65,298 Claude Code, Codex, OpenCode 2 648 tok
bilawalsidhu/gods-eye-view godseyeview.ai A spy satellite simulator in your browser, except the data is real. Live open source spati 63,024 Claude Code, Codex 1 —
tw93/Pake pake.run Turn any website into a lightweight desktop app with one command, on macOS, Windows and Li 62,837 Claude Code, Codex, GitHub Copilot, OpenCode 5 10,373 tok
BerriAI/litellm docs.litellm.ai The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (o 62,790 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 4,445 tok
1c7/chinese-independent-developer A list of projects by independent developers in China — sharing what everyone is working o 62,007 Claude Code, Codex 2 —
MemPalace/mempalace mempalaceofficial.com The best-benchmarked open-source AI memory system. And it's free. 60,413 Claude Code, Codex, OpenCode 2 1,943 tok
karpathy/nanochat The best ChatGPT that $100 can buy. 60,315 Claude Code 1 —
jamiepine/voicebox voicebox.sh The open-source AI voice studio. Clone, dictate, create. 59,479 Claude Code, Codex 4 —
vectorize-io/hindsight hindsight.vectorize.io Hindsight: Agent Memory That Learns 59,132 Claude Code, Codex, OpenCode 7 6,322 tok
coreyhaines31/marketingskills marketing-skills.com Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and grow 58,740 Claude Code, Codex, OpenCode 2 2,852 tok
appwrite/appwrite appwrite.io The open-source cloud for agents & devs. Including Auth, Databases, Storage, Functions, Me 57,870 Claude Code, Codex, OpenCode 2 7,443 tok
router-for-me/CLIProxyAPI Wrap Antigravity, ChatGPT Codex, Claude Code, Grok Build, Muse Code, Devin as an OpenAI/Ge 57,725 Claude Code, Codex, OpenCode 2 1,492 tok
remix-run/react-router reactrouter.com Declarative routing for React 56,631 Claude Code, Codex, OpenCode 11 2,041 tok
aaif-goose/goose goose-docs.ai an open source, extensible AI agent that goes beyond code suggestions - install, execute, 56,269 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,481 tok
TryGhost/Ghost ghost.org Independent technology for modern publishing, memberships, subscriptions and newsletters. 55,689 Claude Code, Codex, OpenCode 19 999 tok
multica-ai/multica multica.ai Make humans and AI agents work as one team — open-source and self-hostable. 55,045 Claude Code, Codex, OpenCode 4 2,858 tok
anthropics/claude-cookbooks A collection of notebooks/recipes showcasing some fun and effective ways of using Claude. 54,260 Claude Code 2 985 tok