How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
like-a-freedom/rusty_apple_mail_mcp Local-first Apple Mail MCP. Dead fast. Dead simple. 10 Claude Code, Codex, OpenCode 2 6,581 tok
tosin2013/documcp documcp.dev DocuMCP is an intelligent Model Context Protocol (MCP) server that revolutionizes document 10 Claude Code, GitHub Copilot 6 1,894 tok
dkyazzentwatwa/threads-mcp-crawler Mark Zuckerberg's worst nightmare. Crawls Meta Threads for data. 10 Claude Code 1 4,049 tok
HughesCuit/heventure-search-mcp Free, API-key-free MCP web search server — DuckDuckGo, Bing, Google + optional SerpAPI/Tav 10 Claude Code 1 233 tok
FindMalek/dukkani dukkani.co Create your online shop in minutes — no code, no stress. 10 Claude Code, Codex, Cursor, Windsurf 41 11,808 tok
Y0lan/laws-of-software-engineering 56 laws of software engineering as an installable Claude Code skill, paraphrased from laws 10 Claude Code 1 1,698 tok
linxule/mineru-mcp 10 Claude Code, Codex, OpenCode 3 2,597 tok
DanielGouveiah/glasses daniskills.vercel.app Put your glasses on. Evidence-first planning and bounded implementation diagnosis for AI c 10 Claude Code, Codex, OpenCode 2 73 tok
walkindude/cli-bridge Turn any CLI into an MCP tool that agents actually use. 10 Claude Code, Codex, OpenCode 2 1,488 tok
kontent-ai/mcp-server kontent.ai The Official Kontent.ai MCP server. Connect your AI with Kontent.ai. 10 Claude Code 1 2,937 tok
DilawarShafiq/unworldly pypi.org The flight recorder for AI coding agents. Tamper-evident, verifiable audit trails of file 10 Claude Code 14 2,892 tok
DemboNauta/skill-doc-generator npmjs.com MCP server that turns any documentation URL into a Claude Code skill file. No API key requ 10 Claude Code 4 —
xmartlabs/vytalLink vytallink.xmartlabs.com VytalLink is a digital health platform connecting personal health data—including Apple Hea 10 Claude Code, Codex, OpenCode 3 2,289 tok
kevinkaylie/AgentNexus Decentralized communication infrastructure for AI Agents — DID identity, federated discove 10 Claude Code, Codex, OpenCode 4 6,124 tok
opendatahub-io/rhoai-mcp Prototype MCP server for RHOAI 10 Claude Code 4 1,693 tok
paulieb89/pinescript-mcp pinescript-mcp.fly.dev Pine Script v6 MCP server — documentation lookup and function validation. 10 Claude Code, Codex, OpenCode 2 1,374 tok
seatable/seatable-mcp mcp.seatable.com 🤖 SeaTable Model Context Protocol Server, for allowing AI systems to interact with your S 10 Claude Code 1 3,272 tok
ecodan/cicadas Spec informed, code authoritative SDD built for teams 10 Claude Code 3 3,000 tok
ajantoniou/fable-design-system uploadcheck.app Bring Fable-style design taste to any AI coding agent. Free MIT design system for Claude, 10 Claude Code, Codex, OpenCode 2 3,319 tok
profplum700/etsy-mcp-server 10 Claude Code, Codex, OpenCode 2 354 tok
gabry-ts/n8n-starter partiti.dev GitOps for n8n. Version your workflows. Let AI agents create and manage automations. 10 Claude Code 2 1,826 tok
ShawhinT/yt-mcp-remote Remote YouTube MCP server example. 10 Claude Code 1 972 tok
harness-studio/harness-studio Governed, adversarial framework for shipping software with AI agents — the maker never gra 10 Claude Code 50 561 tok
TheMattBerman/creator-breakout-kit Agent-ready creator strategy kit that turns brand truth and breakout content patterns into 10 Claude Code 1 1,542 tok
SoftwareSavants/verun verun.dev Parallel Claude Code Agent Orchestrator for macOS 10 Claude Code, Codex, OpenCode 5 1,152 tok
compozy/gograph Go Codebase Graph Analyzer 10 Claude Code, Gemini CLI 2 3,092 tok
karthikrshet/ClaudeMark Open-source, local-first AI watermark & provenance forensics platform — statistical detect 10 Claude Code, Codex 1 —
meAmitPatil/calendly-mcp-server Open source calendly mcp server 10 Claude Code 1 1,448 tok
badsectorlabs/ludus-skills docs.ludus.cloud [GITLAB MIRROR] AI agent skills Ludus cyber ranges 10 Claude Code, Codex, OpenCode 3 926 tok
AnExiledDev/CodeForge codeforge.core-directive.com Drop-in DevContainer that transforms any project into an AI-powered development environmen 10 Claude Code 1 344 tok
yehyakin/hermes-skills Hermes Agent Skills - A collection of skills for e-commerce livestreaming (competitor anal 10 Claude Code, Codex, OpenCode 2 287 tok
quzhi1/HistoryAgentSkills Use Agent Skills to search history source and answer questions 10 Claude Code, Codex, OpenCode 4 1,363 tok
orchestra-hq/orchestra-skills Repository of Agent Skills for Orchestra 10 Claude Code, Codex, OpenCode 1 3,248 tok
ImmuneFOMO/fetchira fetchira.dev Free web search, page reading, deep research and image generation for your coding agent - 10 Claude Code 1 1,321 tok
ZMR0zhangmouren/DOT.NET-Code-Security-Audit-Platform Self-hosted white-box .NET security audit platform. Loads 38 audit Skills via OpenAI Agent 10 Claude Code 4 10,067 tok
sjarmak/agent-workflows Superseded by coding-agent-workflows. Twenty-one experimental multi-agent workflow skills 10 Claude Code, Codex, OpenCode 2 1,005 tok
Roxabi/roxabi-plugins Open-source Claude Code plugins by Roxabi — context engineering tools for teams using Clau 10 Claude Code, Codex, OpenCode 3 1,329 tok
testdino-hq/testdino-mcp testdino.com A MCP server that bridges TestDino with AI agents such as Cursor and Claude. Navigate test 10 Claude Code 11 4,777 tok
mcrundo/franklin Turn technical books into Claude Code plugins 10 Claude Code 1 693 tok
quangdang46/uefn-verse-mcp MCP bridge for Unreal Editor for Fortnite that lets Claude Code, Cursor, and other MCP cli 10 Claude Code, Codex, OpenCode 2 595 tok
mohn93/ff-mcp 10 Claude Code 1 1,841 tok
alwaysmeticulous/skills 10 Claude Code 1 14 tok
fugle-dev/fugle-mcp-server 10 Claude Code 1 595 tok
EgorKurito/apple-calendar-mcp 10 Claude Code 1 890 tok
vicgarcia/pinboard-mcp mcp server for pinboard.in bookmark service 10 Claude Code 1 1,153 tok
E-Conners-Lab/NetworkOps_Platform AI-powered network automation via Netbox and Model Context Protocol (MCP). 178 tools for m 10 Claude Code 1 1,284 tok
physics91/openrouter-mcp A Model Context Protocol (MCP) server for OpenRouter API - Access 100+ AI models through a 10 Claude Code, Codex, OpenCode 6 1,088 tok
pvoo/bigquery-mcp Practical MCP server for large BigQuery datasets. Supports vector search. Keep LLM context 10 Claude Code 2 1,465 tok
shacharsol/js-package-manager-mcp Free MCP server for AI-powered JavaScript package management - Works with Claude, Windsurf 10 Claude Code, Cursor 2 1,686 tok
Tankatronic/ynab-mcp-server This is an experimental mcp server I made to try to make it easier to use YNAB without lin 10 Claude Code 54 —