How real projects configure their agents

23,307 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 agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
cyanheads/mcp-ts-core npmjs.com Agent-native TypeScript framework for MCP servers. 151 Claude Code, Codex, OpenCode 2 25,276 tok
AppThreat/vulnerability-db appthreat.com Vulnerability database and package search for sources such as Linux, OSV, NVD, GitHub and 151 Codex, OpenCode 1 2,646 tok
shunk031/dotfiles 💻 My dotfiles powered by chezmoi; built around Rust-based tools (sheldon/starship/mise, e 151 Claude Code, Codex, GitHub Copilot, OpenCode 3 750 tok
projectbluefin/dakota projectbluefin.io The buildstream for making Bluefin. 151 Claude Code, Codex, OpenCode 11 1,226 tok
cloudnative-co/claude-code-starter-kit One-command setup of a complete Claude Code development environment with interactive wizar 151 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,969 tok
bergside/design-md-figma figma.com Figma plugin that extracts local style guidelines and generates DESIGN.md and SKILL.md fil 151 Claude Code, Codex 1
st0012/cctop cctop.app A keyboard-first menubar app to monitor and jump between AI coding sessions — minimum setu 151 Claude Code, Codex, OpenCode 10 2,147 tok
sorkila/lockpaw getlockpaw.com Cover your Mac screen with a hotkey while AI agents keep running. Dog/cat mascot, native S 151 Claude Code, Codex 1 11,017 tok
silver-flight-group/kakaocli KakaoTalk CLI for AI agents - read and send messages via database + UI automation 151 Claude Code, Codex, OpenCode 2 3,697 tok
Yousuf-developer/liquid-glass-carousel yousuf-portfolio-carousel.vercel.app Infinite scroll-driven carousel with a liquid-glass lens shader — three.js + GSAP 151 Claude Code, Codex, OpenCode 2 1,251 tok
affromero/flight-finder flight-finder.org Self-hosted flight, hotel, and car rental price tracking with alerts, price history, and w 151 Claude Code, Codex, OpenCode 2 5,202 tok
Tencent/SkillHone arxiv.org Continual agent skill evolution through persistent decision history. Whole-skill optimisat 151 Codex, OpenCode 1 659 tok
r1c7/CluxMate AI coding agent with one Python core and three front-ends — headless CLI, Textual TUI, and 151 Claude Code, Codex, OpenCode 1 13,609 tok
tetsuo-ai/voice_clone_lab Clone a voice from a few minutes of audio and generate speech locally — Qwen3-TTS fine-tun 150 Codex, OpenCode 1 895 tok
AiTerminalFoundation/ai-terminal ai-terminal.dev Your AI mate into your favourite terminal 150 Codex, GitHub Copilot, OpenCode 2 2,344 tok
Dicklesworthstone/ultimate_mcp_client Async Python client for the Model Context Protocol with interactive CLI and reactive Web U 150 Codex, OpenCode 1 426 tok
YV17labs/GhostDesk yv17labs.com Give any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a 150 Claude Code, Codex, OpenCode 2 9,072 tok
Margin-Lab/evals marginlab.ai Fast, robust, configurable agent evals 150 Claude Code, Codex 3
aaif-goose/goosetown Steampunk geese run a parallel processing commune. Surprisingly effective. 150 Claude Code, Codex, OpenCode 13 1,254 tok
BV-Venky/excalidraw-architect-mcp Turn your architecture into a living, queryable knowledge graph - and render it as beautif 150 Claude Code, Codex 2
helpfeel/cosense-cli Release repository for the CLI and Agent Skill for reading, researching, and editing Cosen 150 Claude Code, Codex, OpenCode 2 729 tok
AnastasiyaW/codex-claude-code-config Claude Code, Codex, and multi-agent configuration system: principles, hooks, skills, and w 150 Claude Code, Codex, OpenCode 2 9,970 tok
Makio64/threejs-cinematic-world-zoom cinematic-zoom.vercel.app A cinematic zoom on places in the world 150 Claude Code, Codex, OpenCode 2 2,609 tok
amplitude/builder-skills Open-source AI skills for product managers — battle-tested by PMs at Amplitude. 150 Codex, OpenCode 1 1,695 tok
RailtownAI/railtracks docs.railtracks.org An agentic framework that helps developers build resilient agentic systems 150 Claude Code, Codex, GitHub Copilot, OpenCode 4 5,747 tok
SpecterOps/ConfigManBearPig Python collector for adding SCCM attack paths to BloodHound with OpenGraph 150 Claude Code, Codex, OpenCode 4 3,492 tok
buer2233/ai-api-test-skill AI API test automation Skill: for Python + pytest + requests, driving Codex / Claude Code 150 Claude Code, Codex, OpenCode 4 3,958 tok
open-mercato/skills openmercato.com Enterprise AI Engineering skills we coined at Open Mercato (800k+ lines of code ERP built 150 Codex, OpenCode 1 3,576 tok
cacity/VideoHub videohub.my VideoHub is a local multi-platform video processing and intelligent editing tool supportin 150 Claude Code, Codex 12
netdevops/hier_config hier-config.readthedocs.io Hierarchical Configuration 150 Claude Code, Codex, GitHub Copilot, OpenCode 6 2,245 tok
Sstobo/Claude-Code-Game-Master Total conversion for Claude Code. Use RAG and the RPG ruleset apis to play a persistent ad 149 Claude Code, Codex, OpenCode 37 5,757 tok
weibaohui/kom kom is a tool for Kubernetes operations, providing an SDK-level wrapper for kubectl and cl 149 Claude Code, Codex 10
Intelligent-Internet/CommonGround From isolated agents to shared work 149 Claude Code, Codex, OpenCode 3 925 tok
Lianues/Lim-Code A powerful VS Code AI coding assistant 149 Codex, OpenCode 1 319 tok
everettjf/liney liney.dev Liney is a native macOS terminal workspace built with AppKit, SwiftUI, and Ghostty, design 149 Claude Code, Codex, OpenCode 2 1,592 tok
regenrek/peky peky.ai All your AI Agents like Claude Code, Codex CLI in a single TUI to keep things organized. 149 Codex, OpenCode 2 898 tok
serpro69/claude-toolbox serpro69.github.io Minimal by design, explicitly multi-lang, production-ready and battle-tested collection of 149 Claude Code, Codex, OpenCode 3 6,329 tok
opensearch-project/opensearch-mcp-server-py 149 Codex, OpenCode 1 376 tok
liebaojun/MakoCode MakoCode — Mozi Edition Agent | Galgame-style desktop AI Agent for experiencing the fun of 149 Claude Code, Codex 3 2,535 tok
Larens94/codedna larens94.github.io A lightweight annotation standard that helps AI agents navigate codebases faster, with few 149 Claude Code, Codex, OpenCode 3 5,888 tok
wellwelwel/lagune lagune.ai 🌊 Lagune is your security copilot as you build, your Blue Team when you audit, whether yo 149 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,636 tok
NomaDamas/AutoRAG-Research Automate your RAG research 148 Claude Code, Codex, OpenCode 31 2,930 tok
mraza007/echovault Local-first memory for coding agents. Decisions, bugs, and context stored as Markdown, ind 148 Claude Code, Codex, OpenCode 3 411 tok
osama-raddad/FireCrasher osama-raddad.github.io FireCrasher is a Uncaught Exceptions recovery library for android 148 Claude Code, Codex, OpenCode 6 1,875 tok
oaustegard/claude-skills austegard.com My collection of Claude skills 148 Claude Code, Codex, OpenCode 4 7,238 tok
richlander/dotnet-inspect Tool to inspect .NET assets, like docker inspect and kubectl describe. 148 Claude Code, Codex, GitHub Copilot, OpenCode 7 8,535 tok
lanbaoshen/mcp-jenkins pypi.org The Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins wit 148 Codex, OpenCode 1 856 tok
orailnoor/orailnoor-CloudBot-Termux 148 Codex, OpenCode 1 643 tok
wsshow/feikong-teams fkteams.wsshow.top A multi-agent collaborative AI assistant with command-line and web interfaces, offering te 148 Codex, OpenCode 1 2,729 tok
agenticros/agenticros agenticros.com ROS plugin for OpenClaw, Claude (Code,Desktop,Dispatch), Codex, Google Gemini, Hermes, MCP 148 Claude Code, Codex, OpenCode 2 8,023 tok