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
HaowenHou/AgenticResearchWiki An Agent-native Obsidian wiki + CLAUDE.md skeleton that lets Agent know your project as we 29 Claude Code, Codex, OpenCode 2 836 tok
luisfurquim/wings WINGS is an open-source, simple golang-based platform for front-end web application develo 29 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,431 tok
Belkins/revenue-os vladyslavpodoliako.com From code to customers to cash — The monetization OS for developers. A Claude Code plugin 29 Claude Code 1 1,851 tok
ikcode-dev/copilot-kit A curated collection of GitHub Copilot prompts, instructions, chat modes, and MCP servers 29 GitHub Copilot 5 5,537 tok
shimayuz/note-com-mcp MCP server for note.com (migrated) 29 Cursor 1 1,344 tok
tumf/grafana-loki-mcp Grafana Loki MCP Repository 29 Claude Code 1 866 tok
batosai/adonis-mcp adonis-mcp.jrmc.dev 29 Codex, OpenCode 1 1,489 tok
dhruvanbhalara/skills dhruvanbhalara.github.io Premium documentation site for Flutter Agent Skills. 29 Codex, GitHub Copilot, OpenCode 2 1,574 tok
vectara/vectara-mcp Open source MCP server for Vectara 29 Claude Code 1 936 tok
microsoft/Agent365-dotnet 29 Claude Code, GitHub Copilot 19 4,518 tok
SiwuXue/yijing-bazi-mcp-server I Ching and Bazi analysis MCP server — an intelligent fortune-analysis tool based on tradi 29 Codex, OpenCode 1 551 tok
oculairmedia/Bookstack-MCP MCP server for the bookstack service 29 Codex, OpenCode 1 333 tok
wyattjoh/imessage-mcp A Model Context Protocol server for reading iMessage data from macOS. 29 Claude Code 1 1,141 tok
CooperCyberCoffee/opencti_mcp_server coopercybercoffee.com Natural language interface to OpenCTI threat intelligence. Built with Claude Code for $22 29 Claude Code 1 704 tok
stone-w4tch3r/Figma-Context-MCP framelink.ai MCP server to provide Figma layout information to AI coding agents like Cursor 29 Claude Code 2 1,982 tok
gexijin/vibe Vibe coding via Claude Code & Codex 29 Claude Code 13 434 tok
charles-adedotun/claude-code-sub-agents Minimal Claude Code bootstrapper that installs an agent-architect for project-specific sub 29 Claude Code 4 76 tok
R0MADEV/lexis Lexical + structural code search MCP server for Claude Code, Cursor, Windsurf and any MCP 29 Claude Code 1 202 tok
vitorbari/mcp-operator Production Kubernetes operator for deploying and validating MCP servers 29 Claude Code 1 2,573 tok
systempromptio/systemprompt-template systemprompt.io AI Governance Infrastructure — local evaluation. The governance layer for AI agents: a sin 29 Claude Code, Codex, OpenCode 3 5,651 tok
wictorwilen/MRSF sidemark.org Markdown Review Sidecar Format (MRSF) v1.0 - Sidemark 29 GitHub Copilot 1 1,574 tok
LunarWerxs/RepoYeti repoyeti.com Run git from your phone, safely. A self-hosted daemon + mobile PWA: live repo grid, git-gr 29 Codex, OpenCode 1 2,298 tok
michael-chow-arch/goldfxgraph AI-assisted XAUUSD daily research workflow with Research Skill, Agent Harness, LangGraph, 29 Codex, OpenCode 1 3,186 tok
pmwl0128/pokemon_champion_agent champion.mpan.top Pokémon Champions Agent Skills set for battle dex, metagame data, exact damage/Speed calcu 29 Claude Code, Codex, OpenCode 2 3,962 tok
NERVsystems/osmmcp OpenStreetMap MCP server providing precision geospatial tools for LLMs via Model Context P 29 Claude Code 1 2,107 tok
vishalguptax/claude-code-manager claudemanager.vishalg.in Claude Code Manager - sessions, MCP, skills, usage & accounts in your VS Code sidebar. 100 29 Claude Code, Codex 3
miniLV/Plexus minilv.github.io One-click setup for MCP servers, skills, and rules across AI coding agents, including Clau 29 Claude Code, Codex, OpenCode 2 9,480 tok
Fioooooooo/FylloCode fyllocode.cc FylloCode is an open-source desktop application that connects local Coding Agents such as 29 Claude Code, Codex, OpenCode 8 1,008 tok
Daghis/teamcity-mcp Model Context Protocol (MCP) server for JetBrains TeamCity: control builds, tests, agents 29 Claude Code, Codex, OpenCode 2 2,706 tok
TencentCloudCommunity/mcp-server Tencent Cloud MCP Server, Support Remote Hosted and Local Installation 29 GitHub Copilot 1 2,482 tok
0hardik1/awsmux Run one AWS CLI command across hundreds of AWS accounts in parallel. MCP built in for AI a 29 Claude Code, Codex, OpenCode 2 2,650 tok
bobby060/anylist-mcp Unofficial MCP Server for Anylist 29 Claude Code 1 522 tok
schemacrawler/SchemaCrawler-AI-MCP-Server-Usage schemacrawler.com Find out how to use SchemaCrawler AI MCP Server 29 Claude Code 2
nirholas/mcp-notify nirholas.github.io Monitor the Model Context Protocol (MCP) Registry for new, updated, and removed servers. G 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 827 tok
Infisical/ai-skills AI skills and MCP connection for Infisical -- Stop your AI from hallucinating about Infisi 29 Codex, OpenCode 1 2,391 tok
nirholas/boosty 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 670 tok
jiadizhunine/deeptutor jiadizhunine.github.io Academic advisor due-diligence skill for Codex, Claude Code, and other agents | Academic a 29 Codex, OpenCode 1 3,612 tok
marselsel/Lexware-MCP-Server Self-hostable MCP server with OAuth 2.1 — connect Claude, ChatGPT, or any other MCP-capabl 29 Codex, OpenCode 1 163 tok
thorstenfoltz/octa thorstenfoltz.github.io Fast native desktop app for exploring 20+ data formats like Parquet, DuckDB, SQLite, Excel 29 Claude Code 1 2,751 tok
mikeshu2001/personal-brain-builder Local-first agent workflow for building private cross-project memory with explicit consent 29 Claude Code, Codex, Gemini CLI, OpenCode 3 348 tok
xyzbit/claude-plugins A collection of the most commonly used and useful Claude Code plugins for daily work, cove 29 Claude Code 1
agent-next/agent-ready agent-ready.org Codebase readiness scoring for autonomous agents — measurable operability standards beyond 29 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,068 tok
putervision/WebCrypt putervision.github.io Zero-dependency Web Crypto suite & Model Context Protocol (MCP) server for AES-256-GCM, RS 29 Claude Code, Codex, GitHub Copilot 6 4,928 tok
robert7/remnote-mcp-server MCP server and CLI for connecting AI agents, OpenClaw/Hermes workflows, local automation, 29 Claude Code, Codex, Gemini CLI, OpenCode 3 2,152 tok
indranilbanerjee/contentforge indranil.in An open-source editorial production system that researches, verifies, drafts, and delivers 29 Codex, OpenCode 1 1,817 tok
LeandroPG19/Memorys registry.modelcontextprotocol.io Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian lear 29 Codex, OpenCode 1 402 tok
theYahia/WWmcp theyahia.github.io MCP servers for Russian, CIS and non-Western APIs — 46 servers: Russia/CIS, Turkey, Gulf, 29 Claude Code 1 1,574 tok
zhaixin244-wq/fnw A Claude Code plugin for process management from requirement sorting to delivery 29 Claude Code 1 4,298 tok
rondorkerin/gamestack The game-design process for Claude — knowledge + workflow skills for designing games, tune 29 Claude Code 1
electrikhq/slate slate.electrik.dev Slate - a Laravel Blade UI Kit is a set of anonymous blade components built using Tailwind 29 Codex, OpenCode 1 445 tok