How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Mohitur669/code-editor A real-time code editor built with Node.js, React.js and Socket.io which provides a range 113 Codex, OpenCode 1 493 tok
microsoft/PromptKit Agentic prompts are the most important code you're not engineering. PromptKit fixes that — 113 GitHub Copilot 1 1,144 tok
mcbodge/MudMCP MCP server that provides AI assistants with comprehensive access to MudBlazor component do 113 Claude Code, GitHub Copilot 2 2,252 tok
ominiverdi/opencode-chat-bridge Bridge OpenCode, Ferrum, and other ACP-compatible agents to Matrix, Slack, Mattermost, Wha 113 Codex, OpenCode 1 44 tok
akutishevsky/lunchmoney-mcp A Model Context Protocol (MCP) server implementation for LunchMoney, providing programmati 113 Claude Code 1 1,628 tok
quarkusio/quarkus-workshop-langchain4j quarkus.io Quarkus LangChain4J Workshop that demonstrates both single AI service capabilities and Age 113 Claude Code, Codex, OpenCode 2 2,250 tok
pymc-labs/decision-hub 113 Claude Code, Codex, OpenCode 5 4,914 tok
feuerdev/keep-mcp MCP server for Google Keep 113 Claude Code, Codex 1 —
shuheng-mo/career-ops-china Finding a job should be simple 113 Claude Code 2 7,270 tok
pa1nrui1/legal-skills panrui.xyz Chinese legal workflow skills for AI agents 113 Codex, OpenCode 1 635 tok
microsoft/Agent365-Samples 113 Claude Code, GitHub Copilot 11 5,726 tok
kantorge/yaffa Yaffa is a personal finance web application, focusing on the support of long term financia 113 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,979 tok
jaychempan/coding-with-beat codebeat.top 🎵 Bring music to the AI terminal · Build a coding-focused smart DJ · A new way to listen 112 Claude Code, Codex, OpenCode 2 468 tok
Karmacoke/chargen karmacoke.github.io AI-powered character generator built with React. Create detailed TRPG/Novel characters, NP 112 Claude Code 1 4,057 tok
Codehagen/Autoselll autoselll.vercel.app 112 Claude Code 1 2,384 tok
prime-radiant-inc/sprout Experimental self-improving multi-agent coding system: a root agent recursively decomposes 112 Codex, OpenCode 1 707 tok
dougcalobrisi/erm doug.sh Local CLI that strips disfluencies (um, uh, er, erm, ah, hmm, mhm, mm, uh-huh, etc) from r 112 Codex, OpenCode 1 1,174 tok
laplace-pym/Codexis 112 Claude Code 1 627 tok
upstash/botstreet botstreet.vercel.app Agent Trading Arena --- Three AI agents. $100k each. Real market prices. Who wins? 112 Claude Code, Codex, OpenCode 3 690 tok
moonpay/skills moonpay.com Skills for AI agents to move money — on-ramps, swaps, wallets, deposits, and more via the 112 Claude Code 1 516 tok
Idov31/EtwSuite Windows native ETW inspection suite for browsing providers, reading metadata, consuming li 112 Codex, OpenCode 1 1,026 tok
callstackincubator/evals rn-evals.vercel.app A benchmark suite for evaluating how coding models solve real React Native tasks. 112 Codex, OpenCode 1 1,309 tok
smughead/Loupe smughead.github.io macOS accessibility inspector for AI-agent workflows. Hover, annotate, copy structured out 112 Claude Code, Codex, OpenCode 2 987 tok
JetSprow/J-Board JetSprow's Board for 3X-UI 112 Codex, OpenCode 1 669 tok
Sikao-Engine/KimiX The next-gen lightweight coding agent cli 112 Claude Code, Codex, OpenCode 7 665 tok
jbarbier/claude-code-cost-estimate Claude Code skill that estimates the full development cost of any codebase 112 Claude Code 1 —
aleemrehmtulla/kytelink kytelink.com a simple linktree alternative 112 Claude Code 1 2,524 tok
SimplyLiz/ckb Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation 112 Claude Code 3 3,122 tok
LearnPrompt/skillrush-town learnprompt.github.io Skillrush Town: daily ClawHub Top100 snapshots and potential AI skill radar 112 Claude Code, Codex, OpenCode 2 722 tok
elvismdev/mem0-mcp-selfhosted Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hos 112 Claude Code 1 865 tok
mac8005/xiaozhi-mcp-ha A Home Assistant Custom Integration (HACS) that connects Xiaozhi ESP32 AI chatbot to Home 112 GitHub Copilot 1 —
avivsinai/langfuse-mcp A Model Context Protocol (MCP) server for Langfuse, enabling AI agents to query Langfuse t 112 Claude Code, Codex, OpenCode 2 892 tok
Agent-Field/plandb agentfield.ai The issue tracker your AI agents are missing. Think Linear or Jira, but for your Claude Co 112 Claude Code 1 1,173 tok
harness/mcp-server Harness’ official MCP Server 112 Claude Code, Codex, OpenCode 2 2,205 tok
PhiloLabs/agentic-vbench agenticvbench.com AgenticVBench: Can AI Agents Complete Real-World Post-Production Tasks? 112 Claude Code, Codex, OpenCode 2 890 tok
avelikiy/great_cto greatcto.systems You already have the agent. This is everything around it. great_cto runs Claude Code as a 112 Claude Code, Codex, OpenCode 2 3,043 tok
neondatabase/agent-skills Agent Skills for Neon Severless Postgres 112 Codex, OpenCode 1 4,851 tok
hyperfx-ai/marketing-skills hyperfx.ai Marketing skills for AI agents — paid ads, social media, SEO, competitor research, creativ 112 Claude Code, Codex, OpenCode 2 5,516 tok
CALLE-AI/awesome-phone-call-agents Portable phone-call Agent Skills, apps, examples, adapters, and scheduler recipes for AI a 112 Codex, OpenCode 1 994 tok
ykuwai/ppt-mcp The world's best PowerPoint MCP server. Real-time control of a live PowerPoint on Windows 112 Codex, OpenCode 1 755 tok
5dive-ai/5dive 5dive.ai Run your own AI team from your phone. Claude Code, Codex and more on your own server: shar 112 Claude Code 1 3,378 tok
uni-helper/skills uni-app skills 112 Codex, OpenCode 1 1,877 tok
skuramatata/my-pi-agent 111 Claude Code, Codex, OpenCode 17 1,179 tok
manatlan/htag manatlan.github.io Python3 GUI toolkit for building "beautiful" applications for mobile, web, and desktop fro 111 Gemini CLI 1 276 tok
boussadjra/vuestrata vuestrata.vercel.app An opinionated Vue application foundation with enforced architecture, generators, and 12 d 111 Claude Code, Codex, GitHub Copilot, OpenCode 51 6,275 tok
iloom-ai/iloom-cli iloom.ai iloom: a developer workflow system delivered as a CLI and a VS Code extension for structur 111 Claude Code 5 3,602 tok
allfro/traefikr a web ui traefik configuration manager 111 Claude Code 1 2,649 tok
Toskysun/sub-agents AI Sub-Agents Collection for Claude Code - AI Agent Collection 111 Claude Code 1 1,940 tok
JiayuXu0/ZipAgent Lightweight AI Agent framework. Build your AI assistant in 5 minutes. 111 Claude Code, Codex, OpenCode 2 2,901 tok
Mohit-Patil/clawdex-mobile getclawdex.com Control Codex from your phone 111 Codex, OpenCode 1 2,662 tok