How real projects configure their agents

32,116 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
jgravelle/jdocmunch-mcp j.gravelle.us The leading, most token-efficient MCP server for documentation exploration and retrieval v 203 Claude Code 2 17,293 tok
Miguok/fable-harness Make Claude Code work like a disciplined engineer: OODA, multi-party adversarial review, t 203 Claude Code 7 1,077 tok
iishyfishyy/operator-oss getoperator.dev Run many Claude Code (or Codex) sessions in parallel — across every project — from one scr 203 Claude Code, Codex 1 3,595 tok
davegoldblatt/total-recall Persistent memory plugin for Claude Code. Tiered memory system with write gates, correctio 203 Claude Code 1 464 tok
roboco-io/awesome-vibecoding A curated list of resources, tutorials, best practices, and examples for Vibe Coding, the 203 Claude Code 3 691 tok
GeniusHu-tgty/Open-tgtylab A security research workbench integrating reverse engineering, CTF, mobile security, and W 203 Claude Code, Codex, OpenCode 3 11,592 tok
FradSer/mcp-server-apple-events MCP server providing native macOS integration with Apple Reminders and Calendar via EventK 203 Claude Code, Codex, Gemini CLI, OpenCode 3 4,112 tok
zendev-sh/goai goai.sh Go AI SDK, the Go way. One unified API across 21+ providers. Streaming, structured output 203 Claude Code, Codex, OpenCode 2 2,396 tok
senlindesign/claude2figma aiinterface.substack.com An enforcement layer for Claude Code + Figma — 4 skills that keep AI on your Design System 203 Claude Code 6
sendbird/cc-plugin-codex npmjs.com An open-source plugin that runs inside Codex and lets you use Claude Code and Claude model 203 Claude Code, Codex, OpenCode 2 131 tok
theoden8/webspace_app Your favorite web apps, now on your phone. 203 Claude Code, Codex 31 10,563 tok
shirenchuang/agentbro agentbro.net A macOS Dynamic Island for AI coding agents: Claude Code, Codex, Gemini CLI, Cursor, hooks 202 Claude Code, Codex, OpenCode 5 1,558 tok
mikkelkrogsholm/api-mapper 202 Claude Code 1 854 tok
zhuchunshu/SForum dalao.me SForum is a Chinese forum application with a clean interface and rich features. 202 Claude Code, Codex, OpenCode 2 6,741 tok
unchainedshop/unchained unchained.shop High-Performance Headless Node.js ESM E-Commerce Framework 202 Claude Code, Codex, OpenCode 3 3,333 tok
southleft/story-ui AI-powered Storybook story generator — works with any framework, any design system, any LL 202 Claude Code 1 7,589 tok
iterate/iterate iterate.com The most hackable AI agent 202 Claude Code, Codex, OpenCode 16 1,783 tok
avishayil/react-native-user-avatar Avatar Component For React Native 201 Claude Code, Codex, OpenCode 2 1,349 tok
Stanshy/AgentHub agenthub.stanshy.com One person, one software company. Manage 47 AI agents from a single Electron app — wi 201 Claude Code 1 1,049 tok
VectorlyApp/bluebox console.vectorly.app Index the world's undocumented APIs 201 Claude Code 1 3,431 tok
ahmedasmar/devops-claude-skills A Claude Code Skills Marketplace for DevOps workflows 201 Claude Code 1 4,566 tok
cynative/cynative cynative.com Open-source security agents for cloud, code and runtime. 45 built-in agents audit AWS, GCP 201 Claude Code, Codex, OpenCode 2 6,706 tok
claudioemmanuel/squeez Hook-based token compressor for 5 AI CLI hosts (Claude Code, Copilot CLI, OpenCode, Gemini 201 Claude Code 1 1,468 tok
johnpapa/ai-ready Agent Skill that analyzes your repo and generates the AI-ready configuration coding agents 201 Claude Code, Codex, GitHub Copilot, OpenCode 2 2,715 tok
dmarcguardhq/dmarcguard dmarcguard.io 🛡️ A lightweight, self-hosted DMARC report parser with a beautiful Vue.js dashboard. Sing 201 Claude Code 1 4,175 tok
av/facts Antidote for fluffy specs, a toolkit for fact-driven development with AI agents 200 Claude Code, Codex, OpenCode 2 867 tok
sadanandpai/clearfrontend clearfrontend.vercel.app 200 Claude Code, Codex, OpenCode 5 3,109 tok
varandrew/moor Moor is a local MCP control plane for Mac. It gives every coding agent one safe, observabl 200 Claude Code, Codex 2
traceloop/opentelemetry-mcp-server Unified MCP server for querying OpenTelemetry traces across multiple backends (Jaeger, Tem 200 Claude Code 1 4,754 tok
paoloricciuti/tmcp tmcp.io Typescript SDK to build MCP servers in an agnostic way 200 Claude Code 1 1,289 tok
ab604/claude-code-r-skills Claude Code configurations for R development. 200 Claude Code 9
zippoxer/recall Full-text search and resume for Claude/Codex conversations 200 Claude Code, Codex 2 659 tok
infinri/Writ infinri.github.io Governance runtime for Claude Code. Enforces workflow gates at tool time, delivers the eng 200 Claude Code 1
SikamikanikoBG/homelab-monitor sikamikanikobg.github.io Plug-and-play homelab dashboard in one container — GPU, local-AI VRAM, Docker, systemd, ho 200 Claude Code 1 138 tok
webdevtodayjason/sub-agents Claude Code Sub Agent Manager. A simple Manager for adding Claude Code Sub Agents with hoo 200 Claude Code 1 1,806 tok
jimmc414/cctrace Claude Code Trace - Export Claude Code chat sessions into markdown and XML 200 Claude Code 3
owncloud/notes :notebook_with_decorative_cover: Notes app for ownCloud 200 Claude Code, Codex, OpenCode 2 764 tok
TokenRollAI/minicc mini claude code impl for learning agent 199 Claude Code 1 33 tok
Idun-Group/idun-agent-platform idun-group.com 🟪 Open-source runtime that ships any LangGraph or Google ADK agent as a production-ready 199 Claude Code 2 3,042 tok
algopian/chromeclaw discord.gg Your own personal AI assistant in Chrome/Firefox. 🦞 199 Claude Code 1 2,901 tok
mercurialsolo/claudectl mercurialsolo.github.io Orchestrate a swarm of Claude Code agents with a local brain that learns from you. 199 Claude Code, Codex, OpenCode 2 6,092 tok
thomast1906/github-copilot-agent-skills Repo containing my GitHub Copilot Agent & Skills - continually experimenting! 199 Claude Code, Codex, GitHub Copilot 21 2,119 tok
DobermanCore/Doberman-Core pypi.org Your AI's guard dog. Doberman sits at runtime, gating every input, output and tool call to 199 Claude Code, Codex, OpenCode 2 8,036 tok
joshuaswarren/remnic remnic.ai Open-source memory and context for user-aware agents: scoped memory, provenance, retrieval 199 Claude Code, Codex, OpenCode 2 31,456 tok
nizos/probity TDD enforcement and guardrails for Claude Code, Codex, and GitHub Copilot CLI 199 Claude Code 3 396 tok
kggzs/ApkMCP-Auto A collection of Android reverse-engineering tools that connects AI assistants such as Clau 199 Claude Code, Codex 1
searlsco/prove_it The verification harness that Claude Code should have shipped with 198 Claude Code, Codex, OpenCode 6 1,926 tok
hiyeshu/codeck codeck.sh No Keynote. No dragging. No font sizes. 198 Claude Code, Codex, OpenCode 2 2,173 tok
cgwire/zou dev.kitsu.cloud Zou is the Kitsu API. It allows you to store and manage your production data 198 Claude Code 1 4,862 tok
danikf/tik4net Manage mikrotik routers with .NET C# code via ADO.NET like API or enjoy O/R mapper like hi 198 Claude Code, Codex, OpenCode 11 3,031 tok