How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
ndepend/NDepend.MCP.Server ndepend.com A suite of MCP tools that provides in-depth workspace analysis, advanced code inspection, 41 GitHub Copilot 1 1,014 tok
desek/outlook-local-mcp outlook-local-mcp.com Local MCP server for Microsoft Outlook — calendars, events, and email via Microsoft Graph 41 Claude Code, Codex, OpenCode 9 5,502 tok
datastax/astra-db-mcp An MCP server for Astra DB workloads 41 Claude Code 1
taylorbrook/MAX-MSP_CC_Framework A metaprompting framework for creating and editing MAX patches and externals 41 Claude Code 20 9,225 tok
cexll/claude-code-env Claude Code Multi-Environment Setup Manager 41 Claude Code, Codex, OpenCode 2 2,352 tok
roddutra/agent-mcp-gateway Provides per-subagent MCP access controls to Claude Code (or any MCP client) across all yo 41 Claude Code 3 3,144 tok
lhl/realitycheck A framework for rigorous, systematic analysis of claims, sources, predictions, and argumen 41 Claude Code, Codex, OpenCode 3 3,184 tok
adrianhajdin/skild jsmastery.com Fullstack platform for sharing AI Agent skills, built with TanStack Start, Tailwind, and T 41 Claude Code, Codex 13
yujiosaka/knowhub Synchronize AI coding–agent knowledge files (rules, templates, guidelines) across your pro 41 Claude Code, GitHub Copilot 2 1,927 tok
jasperket/clanki An MCP server for connecting LLMs with Anki Flashcards. 41 Claude Code 1 588 tok
codemillmatt/awesome-copilot-example Follow along example repo showing how custom instructions, prompts, and chat modes work! 41 GitHub Copilot 1 346 tok
alisunstar/OpenSunstar opensunstar.github.io OpenSunstar is a cross-platform native desktop app (Tauri 2 + React) — a local-first, all- 41 Codex, OpenCode 1 1,063 tok
gossipcat-ai/gossipcat-ai Multi-agent code review mesh — orchestrates AI agents from multiple providers to review co 41 Claude Code 3 2,923 tok
myrialabs/clopen clopen.myrialabs.dev All-in-one workspace for AI coding agents 41 Claude Code, Codex, OpenCode 2 1,469 tok
backblaze-labs/claude-skill-b2-cloud-storage blze.ai Claude Skill for Backblaze B2 Cloud Storage management from the terminal. Manage buckets, 41 Claude Code 1 656 tok
mostlyharmfuleconometrics/lean-hansen-econometrics mostlyharmfuleconometrics.github.io formalizing econometrics 41 Claude Code, Codex, OpenCode 2 4,165 tok
cenconq25/claude-code-app-studio A coordinated team of 53 Claude Code subagents that build, ship, and operate mobile apps e 41 Claude Code 11 790 tok
benjaminkomen/TibiaWikiApi Expose data from TibiaWiki with a REST API 41 Codex, OpenCode 1 2,184 tok
smilezheng/gojaja Agent-agnostic file-system coordination layer for multi-LLM-agent collaboration (Codex / C 41 Codex, OpenCode 1 1,060 tok
fom-dev/company-in-a-box A complete AI-powered organizational structure: 42 agents, 10 playbooks, one company. 41 Codex, OpenCode 1 1,169 tok
cairn-framework/cairn cairn-framework.github.io 41 Claude Code, Codex, OpenCode 21 2,436 tok
archibate/dotfiles-claude 41 Claude Code 1 3,463 tok
chadrik/maya-mcp-server MCP Server for Autodesk Maya 41 Claude Code 1 2,243 tok
UseJunior/safe-docx safedocx.com Safe DOCX suite: docx-primitives, docx-comparison, safe-docx MCP server 41 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 9 2,293 tok
iridite/openclawer One key Openclaw deployment - Deploy and manage OpenClaw AI agents with fnOS 41 Claude Code 1 3,594 tok
pofice/voice-input-method An AI-native cross-platform offline voice input method. 41 Claude Code 1 1,230 tok
lricher7329/zotero-mcp-claude-code Zotero MCP plugin with Claude Code compatibility - fork by lricher7329 41 Claude Code 1 1,611 tok
hodgesmr/agent-fecfile A Claude Code plugin + Agent Skill + MCP Server for analyzing Federal Election Commission 41 Claude Code, Codex, OpenCode 2 1,308 tok
baguskto/saham-mcp 41 Claude Code 1 814 tok
southleft/linkedin-mcp AI-powered LinkedIn analytics, content creation, and engagement automation through MCP 41 Claude Code 1 1,045 tok
talayash/agentrium A Modern Multi-Instance Terminal Manager for Claude Code 41 Claude Code, Codex 50 2,963 tok
5uck1ess/cicero Self-hosted voice for coding agents. Talk from any browser or a Telegram call, interrupt m 41 Claude Code, Codex, OpenCode 2 903 tok
amiable-dev/llm-council llm-council.dev The LLM Council works together to answer your hardest questions 41 Claude Code 4 10,730 tok
permacommons/chabeau OpenAI-API compatible terminal chatbot and MCP client in Rust 41 Codex, OpenCode 1 506 tok
junkyard22/Orca Multi-role AI orchestration runtime for Windows. Quality-gated pipeline (Brain → Miranda → 41 Claude Code 1 970 tok
FalkorDB/FalkorDB-MCPServer falkordb.com FalkorDB-MCPServer is an MCP (Model Context Protocol) server that connects LLMs to FalkorD 41 Claude Code, Codex, OpenCode 2 1,336 tok
lowtidebuild/contract-review 41 Claude Code 20 2,443 tok
troystaylor/SharingIsCaring A collection of Power Platform custom connectors, MCP servers, and connector code samples 41 GitHub Copilot 2 5,054 tok
Postman-Devrel/postman-claude-code-plugin Official Postman plugin for Claude Code 41 Claude Code 1 1,784 tok
jray2123/zen-mcp-server Zen MCP server with advanced AI collaboration features 41 Claude Code 2 2,495 tok
FerroxLabs/tvcontrol TVControl by Ferrox Labs — TradingView MCP System. AI remote control for TradingView Deskt 41 Claude Code, Codex, OpenCode 2 5,632 tok
netresearch/security-audit-skill Agent Skill for PHP security audits - OWASP patterns, vulnerability detection | Claude Cod 41 Codex, OpenCode 1 590 tok
crewAIInc/skills 41 Claude Code, Codex 1
NickCrew/Claude-Cortex cortex.atlascrew.dev Claude Cortex 41 Claude Code, Codex, OpenCode 2 1,673 tok
frendysanusi/claude-pentest-skills AI-powered web application penetration testing skills with Claude Code 41 Claude Code 1 2,118 tok
oak-invest/kiso oak-invest.github.io Kiso is a publishing engine that turns Open Knowledge Format (OKF) bundles into static web 41 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,405 tok
sergebulaev/facebook-skills cccrafts.ai Facebook Pages marketing skills for Claude Code and Codex: high-share posts, hooks, engage 41 Claude Code, Codex, OpenCode 2 3,563 tok
Enriquemarq1/zernio-library-skills A Claude Code skill that turns one content piece into a 13-platform distribution system th 41 Claude Code 12 1,438 tok
xiaosu19/QQ-Zone-Restore-Archive Cross-platform QQ Zone recovery and archiving tool: archives personal space content from s 41 Codex, OpenCode 1 1,797 tok
j5ik2o/oni-comb-rs A parser-monad combinator library for Rust — named after Oni-Kombu (鬼昆布) 41 Claude Code, Codex, Gemini CLI, OpenCode 36 7,758 tok