How real projects configure their agents

31,992 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 agents7,690Claude Code6,656Data and AI3,669Backend and APIs3,506Languages3,395Planning3,227Git and workflow3,219Code review2,753Testing2,387Memory and context2,368Writing and docs2,331DevOps and cloud2,317Research2,292Frontend2,266Security2,036Productivity1,725

All Claude Code31,992 Codex23,401 OpenCode22,346 GitHub Copilot3,564 Gemini CLI1,917 Cursor1,741 Windsurf146 Kiro83

Project Stars Configures Files Always loaded
noclickapp/noclick noclick.com Build agents to automate any background task; works with your ChatGPT/Claude subscription. 2 Claude Code, Codex, OpenCode 7 2,301 tok
pijusz/mcp-gsc Google Search Console MCP server — query performance, sitemaps, indexing & more via natura 2 Claude Code, Codex, OpenCode 2 1,181 tok
questdb/mcp-server-questdb questdb.com QuestDB MCP server connects coding agents to a running QuestDB Web Console. The agent gets 2 Claude Code 1
sluyasu/OpenInsurance sluyasu.github.io A brain for a country's insurance market: a self-sufficient, open-source, country-agnostic 2 Claude Code 1 1,305 tok
sseshachala/agent-booster conductai.ai Agent Booster — MCP server that reduces Claude token usage 60-90% via symbol-aware code se 2 Claude Code 6 136 tok
Cleo-Labs-IA/skills_library cleolabs.co Comply — All-in-one compliance skills library for AI coding agents. 12 production-grade sk 2 Claude Code 1 3,824 tok
cryptographer11/cryptoscholar Crypto technical analysis MCP server powered by Claude AI 2 Claude Code 1 1,363 tok
govza/mlo-mcp 2 Claude Code 1 163 tok
WhiteMuush/Your-Claude-DevOps Ready-to-use Claude Code configuration for Dev and Ops work: global rules, 29 skills, hook 2 Claude Code 1 888 tok
KhaiTrang1995/claude-code-structure A ready-to-use Claude Code project scaffold — rules, commands, skills, agents, and hooks i 2 Claude Code 2 149 tok
ddalgrande/dining-places-skill Agent Skill that turns your Google Maps saved places into a personal dining knowledge base 2 Claude Code, Codex, OpenCode 2 555 tok
equinor/fusion-skills Fusion repo for agent skills 2 Claude Code, Codex, GitHub Copilot, OpenCode 11 5,529 tok
Fandhe-AI/agent-cli-skills 2 Claude Code, Codex, OpenCode 9 8,413 tok
b-mendoza/agent-skills A collection of reusable skills for AI-assisted development workflows 2 Claude Code, Codex, OpenCode 2 1,237 tok
DespotB/handelsregister-cli Search the German commercial register (Handelsregister) and download all registry document 2 Claude Code, Codex, Gemini CLI, OpenCode 3 1,057 tok
ventusff/claude-model-guard 🚨 Claude Code statusline plugin that catches silent model downgrades — theme-proof full-w 2 Claude Code, Codex, OpenCode 2 2,167 tok
avanturer/claude-bestpractice Enforcement, memory and parallel-session coordination for Claude Code. The Stop gate runs 2 Claude Code 1
Elnora-AI/elnora-slack Slack for Claude Code — the entire Slack Web API as a CLI (201 methods, 29 groups) plus ag 2 Claude Code, Codex, OpenCode 1 1,510 tok
WangChangxin0809/repo-agent-harness Lay the foundation that makes a repository teach coding agents how to work in it, then get 2 Claude Code 6 975 tok
dominikwozniak/dw-solo-skills a persistent Solo Projects spec-to-ship workflow for Claude Code 2 Claude Code, Codex, OpenCode 5 1,998 tok
systemfsoftware/comment-checker systemfsoftware.com Fast, offline Claude Code hook that flags unnecessary code comments and AI slop via Tree-s 2 Claude Code, Codex, OpenCode 5 2,269 tok
AndrewDongminYoo/cc-agents-kit skills.donminzzi.kr Claude Code plugin marketplace. guard-hooks: five defensive hooks that block dangerous she 2 Claude Code 1 1,352 tok
eugeniughelbur/clearmode eugeniughelbur.github.io An anti-AI-slop writing standard and checker for AI-drafted text. Scores any document 0-10 2 Claude Code, Codex, OpenCode 2 1,115 tok
itsasheruwu/Veo itsasheruwu.github.io A native, local-first macOS workspace for Codex, built around your projects and local CLI. 2 Claude Code, Codex, OpenCode 2 3,887 tok
martin-francois/symphony-trello Turn Trello cards into isolated, autonomous Codex implementation runs, allowing teams to m 2 Claude Code, Codex, OpenCode 16 1,135 tok
adammatthewsteinberger/clippy-pet adammatthewsteinberger.github.io Unofficial animated paperclip pet for the ChatGPT desktop app & Codex CLI. 9 animations, 1 2 Claude Code, Codex, Gemini CLI, OpenCode 5 2,330 tok
robcmills/cc.nvim neovim native plugin for coding agents (claude code and codex) 2 Claude Code 1 2,142 tok
sureclaw-ai/copr copr.fedorainfracloud.org https://sureclaw.com.au/ 2 Claude Code, Codex 1
jaxhemopo/tg-cli-bridge telegram CLI Bridge for antigravity, gemini and Claude CLI agents 2 Claude Code, Gemini CLI 2 1,306 tok
youwei792/agentsmd CI for your AI agent's instructions — generate a grounded AGENTS.md, validate every comman 2 Claude Code, Codex, Gemini CLI, OpenCode 3 573 tok
Fred-In-tech/learn-as-you-build Stop shipping code you can't explain. An AI coding assistant that teaches while it works — 2 Claude Code, Codex, Gemini CLI, OpenCode 3 2,658 tok
rhyme17/ai-study-workflow AI-assisted active recall workflow for university learning, final exam review, course PDFs 2 Claude Code, Codex, Gemini CLI, OpenCode 3 537 tok
thejdubb02/clique useclique.dev Your private clique of CLIs - folder-organised, CLI-agnostic coding sessions in a browser, 2 Claude Code 8 2,252 tok
chf3198/copilot-governance Portable Copilot governance system: instructions, skills, agents, hooks — cloneable to any 2 Claude Code, GitHub Copilot, Gemini CLI 6 4,672 tok
aliasunder/vault-onboarding Give your AI agents persistent memory and session continuity in your Obsidian vault — a co 2 Claude Code, Codex, OpenCode 2 1,849 tok
jonathan-meyer/zmachine-mcp Model Context Protocol for ZMachine 2 Claude Code, GitHub Copilot 4 2,101 tok
Trivle/i18n-tools-mcp MCP server for managing JSON translation files. Query, set, add, delete, rename, move, lis 2 Claude Code 1 398 tok
cristip73/dynalist-mcp MCP Server for Dynalist.io 2 Claude Code 1 465 tok
peerjakobsen/mcp-gtd AI-native Getting Things Done MCP server with SOP-driven meeting management 2 Claude Code 1 1,318 tok
bestimmaa/roon-mcp npmjs.com MCP server to control Roon music player via AI agents 2 Claude Code, Codex, OpenCode 2 246 tok
BastianZim/apple-mail-mcp A lightweight, read-only MCP server for Apple Mail. Reads directly from Mail's local SQLit 2 Claude Code 1 412 tok
WIndFate/legal-ai-agent Production-grade legal AI agent reference implementation — LangGraph + pgvector RAG + MCP 2 Claude Code, Codex, OpenCode 2 1,994 tok
xmuweili/app-screen-mcp MCP server for iOS Simulator automation — accessibility tree, screenshot, tap/swipe/type, 2 Claude Code 1
BoabAI/mcp-cliniko 2 Claude Code 1 1,215 tok
piyushptiwari1/mcpkernel pypi.org The Security Kernel for AI Agents — MCP/A2A gateway with policy enforcement, taint trackin 2 Claude Code, Codex, GitHub Copilot 8 2,161 tok
strelec00/testmo-mcp testmo.com Python MCP server for Testmo - connect Claude, Cursor, and other AI assistants to your Tes 2 Claude Code 1 532 tok
sandraschi/streamfog-mcp Fastmcp 3.2 server plus webapp for controlling streamfog ar facefilter 2 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,755 tok
lyupro/skillforge-mcp Universal Skills MCP Server — folder-agnostic skill loader for Claude Code, Codex CLI, and 2 Claude Code 1 2,514 tok
Raed2180416/holt raed2180416.github.io See what coding agents changed across Git worktrees. Inspect duplicates, collisions and de 2 Claude Code, Codex, OpenCode 5 1,120 tok
pnmcguire480/cairntir Local-first persistent memory MCP server for Claude Code, Codex, Cursor, Qwen Code, and AI 2 Claude Code, Codex, OpenCode 2 3,528 tok