How real projects configure their agents

3,501 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
microsoft/msagljs microsoft.github.io A JavaScript graph layout engine: port of MSAGL 175 GitHub Copilot 1 924 tok
damiansire/web-worker-patterns An interactive platform demonstrating advanced Web Worker patterns and architectural strat 175 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,550 tok
skills/build-applications-w-copilot-agent-mode GitHub Copilot: The agent awakens - Building applications with GitHub Copilot Agent Mode 173 GitHub Copilot 3 619 tok
iPythoning/b2b-sdr-agent-template pulseagent.io Open-source AI SDR template for B2B export. 10-stage sales pipeline, 10 cron jobs, 4-engin 173 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,153 tok
pi22by7/In-Memoria Persistent Intelligence Infrastructure for AI Agents 172 GitHub Copilot 1 3,037 tok
Luligu/matterbridge-zigbee2mqtt Matterbridge zigbee2mqtt plugin 172 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,410 tok
xpack-ai/XPack-MCP-Marketplace xpack.ai The world’s first open-source MCP monetization platform, to quickly create and sell your o 172 GitHub Copilot 1 264 tok
ffroliva/gflow-cli ffroliva.github.io Drive Google Flow from the command line: Veo video and Imagen images, scripted, batched an 171 Claude Code, Codex, GitHub Copilot, OpenCode 21 8,407 tok
animeshkundu/youtube-audio addons.mozilla.org Disable videos on youtube and save battery and bandwidth / data 170 Claude Code, Codex, GitHub Copilot, OpenCode 7 6,098 tok
openaustralia/theyvoteforyou theyvoteforyou.org.au Making parliamentary voting information accessible, understandable, and easy to use so tha 170 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,741 tok
Kpa-clawbot/CoreScope MeshCore mesh network analyzer — live packet visualization, VCR replay, channel decryption 170 Claude Code, Codex, GitHub Copilot, OpenCode 4 7,204 tok
outlmd/outl outl.app Local-first outliner. Markdown is the source of truth. Sync that doesn't corrupt your tree 170 Claude Code, GitHub Copilot 20 22,544 tok
Duragraph/duragraph duragraph.ai Self-hosted, enterprise-ready AI workflow orchestration with event sourcing, CQRS, fault t 169 GitHub Copilot 2 2,488 tok
Byndyusoft/aact CLI and library for validating, analyzing, and generating the architecture of microservice 169 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,408 tok
Azure-Samples/eShopLite aka.ms eShopLite is a set of reference .NET applications implementing an eCommerce site with feat 168 Codex, GitHub Copilot, OpenCode 2 4,660 tok
SukramJ/aiohomematic sukramj.github.io Python 3 Interface to interact with HomeMatic devices 167 Claude Code, Codex, GitHub Copilot, OpenCode 6 9,122 tok
webgptorg/promptbook ptbk.io Turn your company's scattered knowledge into AI ready Books ✨ 167 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,789 tok
jrcruciani/obsidian-memory-for-ai A guide to building persistent AI memory using Obsidian, so your AI assistant knows you wi 167 GitHub Copilot 1 837 tok
confluentinc/mcp-confluent 167 Claude Code, GitHub Copilot 7 7,021 tok
msei99/pbgui 166 Claude Code, Codex, GitHub Copilot, OpenCode 3 7,603 tok
devantler-tech/ksail ksail.devantler.tech All-in-one Kubernetes SDK: create, manage, and operate clusters across distributions (Kind 165 Claude Code, Codex, GitHub Copilot, OpenCode 22 7,603 tok
omarshahine/HomeClaw omarknows.app HomeKit smart home control via MCP — lights, locks, thermostats, and scenes for Claude Des 165 Claude Code, Codex, GitHub Copilot, OpenCode 23 10,122 tok
stacklok/toolhive-studio stacklok.com ToolHive is an application that allows you to install, manage and run MCP servers and conn 163 Claude Code, Codex, GitHub Copilot, OpenCode 12 2,784 tok
Khan/wonder-blocks khan.github.io React components for Wonder Blocks design system. 163 Claude Code, Codex, GitHub Copilot, OpenCode 11 14,562 tok
call518/MCP-PostgreSQL-Ops deepwiki.com 🐘 Give AI assistants full PostgreSQL DBA superpowers — 30+ tools for performance analysis 161 GitHub Copilot 1 1,932 tok
tctinh/agent-hive 161 Claude Code, Codex, GitHub Copilot, OpenCode 19 3,387 tok
calesthio/generative-media-skills Research-backed agent skills and tools for premium image, video, audio, voice, and generat 161 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 827 tok
idavidov13/agentic-playwright Production-grade Playwright + TypeScript Scaffold for Agentic Testing. Harness for all maj 161 Claude Code, GitHub Copilot 20 59,016 tok
ghaida/intent designwithintent.ai Design with Intent: A collection of specialized AI agents and skills for experience design 160 GitHub Copilot 1 8,794 tok
sammcj/mcp-devtools smcleod.net A modular MCP server that provides commonly used developer tools for AI coding agents 159 Claude Code, GitHub Copilot 3 7,346 tok
KbWen/agentic-os Governance framework for AI coding agents. It runs them through a five-step workflow (plan 159 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 55 4,982 tok
johnpapa/heroes-angular papa-heroes-angular.azurewebsites.net Tour of Heroes app written with Angular 158 Codex, GitHub Copilot, OpenCode 2 2,253 tok
qiniu/go-sdk golang sdk 157 Claude Code, Codex, GitHub Copilot, OpenCode 9 3,919 tok
getArbor-dev/arbor getarbor.dev Graph-native code intelligence that replaces embedding-based RAG with deterministic progra 157 Claude Code, GitHub Copilot 2 4,303 tok
FangYuan33/easy-code-reader pypi.org A powerful MCP server for intelligently reading Java source code (For Jar and local projec 155 GitHub Copilot 1 1,984 tok
jmstar85/oh-my-githubcopilot linkedin.com Ultimate Harness Automation for Github Copilot on VS Code. It provides 28+ specialized age 154 Claude Code, Codex, GitHub Copilot 59 3,594 tok
olivomarco/github-copilot-token-optimization olivomarco.github.io Techniques to optimize token usage on GitHub Copilot 154 Claude Code, Codex, GitHub Copilot 33 94 tok
paulpreibisch/AgentVibes 🎭 TTS for Claude Code 153 Claude Code, Codex, GitHub Copilot, OpenCode 6 4,431 tok
FredAntB/Spec-Driven-Development A Claude skill that keeps your AI coding tools from contradicting each other. Generates r 153 Claude Code, GitHub Copilot 2 896 tok
tarampampam/microcheck 🧪 Lightweight health check utilities for Docker containers 151 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,378 tok
shunk031/dotfiles 💻 My dotfiles powered by chezmoi; built around Rust-based tools (sheldon/starship/mise, e 151 Claude Code, Codex, GitHub Copilot, OpenCode 3 697 tok
RollingGo-AI/rollinggo-hotel-skill-cn rollinggo.store Global hotel booking and low-price monitoring alert skill, featuring 2M+ selected hotels a 151 GitHub Copilot 1 115 tok
UHolli/ai-website-cloner AI website cloner for rebuilding live websites with AI coding agents 150 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,588 tok
AiTerminalFoundation/ai-terminal ai-terminal.dev Your AI mate into your favourite terminal 150 Codex, GitHub Copilot, OpenCode 2 2,344 tok
equinor/neqsim equinor.github.io NeqSim is a library for calculation of fluid behavior, phase equilibrium and process simul 150 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 34,717 tok
shashankswe2020-ux/whoop-mcp shashankswe2020-ux.github.io MCP server to connect to whoop API 150 Claude Code, Codex, GitHub Copilot 34 2,866 tok
cloudnative-co/claude-code-starter-kit One-command setup of a complete Claude Code development environment with interactive wizar 149 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,848 tok
netdevops/hier_config hier-config.readthedocs.io Hierarchical Configuration 149 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,245 tok
RailtownAI/railtracks docs.railtracks.org An agentic framework that helps developers build resilient agentic systems 148 Claude Code, Codex, GitHub Copilot, OpenCode 4 5,747 tok
richlander/dotnet-inspect Tool to inspect .NET assets, like docker inspect and kubectl describe. 147 Claude Code, Codex, GitHub Copilot, OpenCode 7 8,593 tok