How real projects configure their agents

32,540 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
toolprint/cco-mcp toolprint.ai Real-time audit and approval system for Claude Code tool calls. 19 Claude Code 2 1,286 tok
husniadil/cc-hooks Audio feedback plugin for Claude Code with TTS announcements, sound effects, and contextua 19 Claude Code 1 8,589 tok
pilotspace/ADD npmjs.com ADD - LOOP SKILL for AI Coding Agent 19 Claude Code, Codex, OpenCode 2 1,010 tok
Minh-Tam-Solution/EndiorBot endior.net Local-first AI agent orchestrator for SDLC workflows — 14 role-based agents, 5 channels, 3 19 Claude Code, Codex, OpenCode 11 37 tok
wxkingstar/clawrelay-wecom-server A Claude Code relay service for WeCom — connects WeCom bots to Claude Code via WebSocket, 19 Claude Code 1 423 tok
sx4im/chronos docs-site-chronos.vercel.app Deterministic Simulation Testing (DST) framework for TypeScript & Node.js. Reproduce distr 19 Claude Code, Codex, OpenCode 2 2,899 tok
viitorohit/sitrep getsitrep.dev The continuity, cost, and nudge layer for agentic AI coding — works with Claude Code, Code 19 Claude Code 1 2,024 tok
gravtice/ohmyzsh-ai-cli-plugins A collection of intelligent Zsh completion plugins for popular AI CLI tools (Anthropic Cla 19 Claude Code 1 1,579 tok
ITlearning/study-ios Swift Study Skills 19 Claude Code, Codex, OpenCode 4 170 tok
RegardV/LegendaryTeam_For_Claude An advanced autonomous AI engineering team 19 Claude Code 45 153 tok
belingud/yaicli belingud.github.io YAICLI: A powerful command-line AI assistant with 25+ LLM providers. Features chat, comman 19 Claude Code, Codex, OpenCode 20 1,494 tok
AgentSafe-AI/tooltrust-scanner tooltrust.dev Security scanner for AI agent tool definitions 19 Claude Code, Codex 2 183 tok
yuanlang12/Kite Run kite instead of claude — same terminal, plus IM control from Telegram, WeChat, Feishu 19 Claude Code 7 554 tok
leeguooooo/misonote-markdown docs.misonote.com A next-generation AI team collaboration platform. 19 Claude Code, Codex, OpenCode 4 3,570 tok
saadmanrafat/uv-mcp saadman.dev Bridge modern, reproducible Python environments with MCP agents. Diagnose, self-heal, and 19 Claude Code, Gemini CLI 2 1,050 tok
nickzren/opentargets-mcp MCP server for Open Targets data 19 Claude Code, Codex, OpenCode 2 906 tok
iwamot/marp-agent-mcp An experimental MCP Apps version of PowerPoint Maker. 19 Claude Code 1 876 tok
wxkingstar/doc-hub-mcp An MCP Server that mainly aggregates complete developer documentation for the WeCom and Fe 19 Claude Code 1 1,001 tok
Damecek/salesforce-mcp-lib context7.com Salesforce MCP Library is a local stdio bridge for Salesforce MCP endpoints using OAuth cl 19 Claude Code 11 1,777 tok
rahmanef63/control-room Mobile-first PWA for driving a single VPS from the browser — up to 16 concurrent terminals 19 Claude Code, Codex, OpenCode 13 1,379 tok
LinChuang2008/nightmend demo.lchuangnet.com AI-powered open-source monitoring platform with auto-remediation. 6 built-in runbooks, MCP 19 Claude Code 1 1,271 tok
sinewaveai/prooflayer-rules proof-layer.com Open-source runtime security rules engine for MCP servers and AI agents. Detects prompt in 19 Claude Code 1 1,938 tok
wunki/amplify 19 Claude Code, Codex, OpenCode 2 422 tok
zqushair/Frontapp-MCP MCP server and client for Frontapp 19 Claude Code 1 1,730 tok
Cumulocity-IoT/cumulocity-dynamic-mapper cumulocity.com The ultimate Mapper for building the bridge between any Message Broker and Cumulocity IoT 19 Claude Code, Codex, OpenCode 3 646 tok
ClawStackStudios/GitLobster 🦞 The Capability Layer for Autonomous Agents. A decentralized registry for cryptographica 19 Claude Code, Gemini CLI 2 9,311 tok
nevir/agentfill agentfill.dev A "polyfill" that standardizes and centralizes AGENTS.md configuration and Agent Skills su 19 Claude Code, Codex, OpenCode 6 676 tok
eddmann/my-own-coding-agent Educational Python coding agent with provider-agnostic LLM support, skills system, and ext 19 Claude Code, Codex, OpenCode 2 47 tok
hamsurang/kit Agent skill set of Hamsurang 19 Claude Code 2 —
thevgergroup/apollo-io-mcp An AI MCP server for apollo.io 19 Claude Code 1 1,212 tok
leocder07/spectra 8 AI agents grade your entire repository across 6 dimensions — signed, verifiable A+ to F 19 Claude Code 1 2,655 tok
gleanwork/mcp-server-tester mcp-server-tester-docs.vercel.app Playwright-based testing and eval framework for MCP servers with LLM-as-a-judge 19 Claude Code, Codex, OpenCode 3 9,326 tok
FlorianBruniaux/node-dep-scope Symbol-level dependency analyzer for TS/JS — flags native alternatives (195 packages incl. 19 Claude Code 1 3,918 tok
cexll/bmad-mcp-server Breakthrough Method for Agile Ai Driven Development MCP Server 19 Claude Code 1 4,773 tok
CoralGame/Claude-Code-Game-Studios Turn Claude Code into a full game dev studio — 48 AI agents, 36 workflow skills, and a com 19 Claude Code 8 381 tok
Ebbe-Method/airtable-skills Claude Code plugin for Airtable - comprehensive assistant for schema design, API, scriptin 19 Claude Code, Codex, OpenCode 2 2,550 tok
Magical-Bear/langchain-mcp-deepeval-trajectory-eval A demo of multi mcp server tool use trajectory evaluation Frame work. 19 Claude Code 1 2,833 tok
pedramamini/RewindMCP Pythonic library of Rewind.ai SQLite Database. Includes CLI and MCP interfaces. 19 Claude Code 1 1,042 tok
AgiFlow/openskill A secured environment to run Skills (instroduced by Anthopic). Support Codex, Gemini, Copi 19 Claude Code, Codex, OpenCode 6 330 tok
ai-native-camp/camp-2 AI Native Camp, 2nd cohort - An intensive 7-day Claude Code camp for non-developers 19 Claude Code 12 —
devdacian/touchstone A lightweight, automated multi-model process for rapid agent-skill improvement with advers 19 Claude Code, Codex, OpenCode 3 510 tok
sanskrit-lexicon/COLOGNE Development of http://www.sanskrit-lexicon.uni-koeln.de/ 19 Claude Code 1 477 tok
DangQuangSE/team-development-skills 19 Claude Code, Codex, Cursor 76 —
jahands/prompts My AI prompts 19 Claude Code 5 171 tok
gpauloski/python-template gregpauloski.com Python package template 19 Claude Code, Codex, OpenCode 2 772 tok
anxiong2025/harness-cowork 19 Claude Code 5 438 tok
opsb/cv-elm 19 Claude Code 1 1,276 tok
hunterLee666/deerflow2.0-project 19 Claude Code 1 2,589 tok
PulkitXChadha/awesome-databricks-mcp 19 Claude Code 9 4,614 tok
AshwinSundar/congress_gov_mcp 19 Claude Code 1 20 tok