How real projects configure their agents

45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
MMoMM-org/miyo-kado Where AI meets your vault, on your terms... Obsidian Vault MCP Server 5 Claude Code, Codex, OpenCode 3 1,915 tok
jenny-ouyang/substack-article-mcp MCP server for Substack — authenticated access to your articles, notes, and engagement dat 5 Claude Code 1 2,489 tok
RuloGB/compendio-mcp Compendio is an MCP server that indexes a project's markdown documentation and exposes it 5 Claude Code, Codex, OpenCode 2 4,153 tok
TrueConf/trueconf-server-mcp Manage TrueConf Server conferences, recordings, and invitations from any MCP client 5 Codex, OpenCode 1 8,050 tok
brajendrak00068/agentic-ai-video-production livecore.ai Levea OpenClaw AI Video Editor & MCP Server: autonomous natural-language video editing for 5 Codex, OpenCode 1 2,510 tok
MarvelCollin/overleaf-claude-mcp modelcontextprotocol.io MCP server that connects Claude to Overleaf. Read, edit, compile and restore LaTeX project 5 Claude Code, Codex, OpenCode 2 1,431 tok
lllyin/mcp-cn-a-stock An A-share data MCP (Model Context Protocol) service for AI Agents. 5 Claude Code, Codex, OpenCode 2 1,257 tok
Zehee/kimi-code-memory-mcp-server Give Kimi Code CLI a long-term memory: structured Markdown memories, cross-session context 5 Codex, OpenCode 1 1,641 tok
Doucs91/hivelore Policy enforcement layer for AI coding agents — briefing gates, team memory, Git/CI checks 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 9,531 tok
antonkarliner/truepane truepane.dev Browser-based App Store / Google Play screenshot strip generator (Vite + React + TypeScrip 5 Claude Code, Codex, OpenCode 2 4,763 tok
askads/mcp-yandex-metrica npmjs.com MCP server for Yandex Metrica — web analytics (traffic, sources, behavior, goal conversion 5 Claude Code 1 1,779 tok
davidmosiah/fitbit-mcp wellness.delx.ai MCP server for Fitbit — query daily activity, heart rate, sleep, and body data from your F 5 Codex, OpenCode 1 152 tok
psyb0t/docker-telethon-plus ciprian.51k.eu Your Telegram account, but it takes HTTP requests. Wraps Telethon, the real MTProto userbo 5 Claude Code, Codex, OpenCode 3 2,175 tok
psyb0t/docker-wickworks ciprian.51k.eu Dumb-as-rocks OHLC analyzer. POST your bars + the indicators you want, get back exactly wh 5 Claude Code, Codex, OpenCode 3 2,471 tok
ayghri/overleaf-mcp Overleaf MCP: let AI agents operate on your Overleaf projects as real-time collaborators. 5 Claude Code 1 —
DespotB/handelsregister-cli Search the German commercial register (Handelsregister) and download all registry document 5 Claude Code, Codex, Gemini CLI, OpenCode 3 1,057 tok
aivsomkar/advisor-strategy-skill Advisor Strategy skill for AI coding agents, spawns a stronger model as strategic advisor 5 Claude Code, Codex, Gemini CLI, OpenCode 3 2,237 tok
martin-francois/symphony-trello Turn Trello cards into isolated, autonomous Codex implementation runs, allowing teams to m 5 Claude Code, Codex, OpenCode 17 1,437 tok
adammatthewsteinberger/clippy-pet adammatthewsteinberger.github.io Unofficial animated paperclip pet for the ChatGPT desktop app & Codex CLI. 9 animations, 1 5 Claude Code, Codex, Gemini CLI, OpenCode 5 2,619 tok
firstsun-dev/skills Modular AI agent skill arsenal for Gemini CLI and Claude Code 5 Claude Code, Codex, Gemini CLI, OpenCode 9 1,489 tok
valentinludu/oblio-mcp MCP Server for the Oblio API, enabling Claude and other MCP compatible platforms to intera 5 Claude Code 1 —
0marm0/COORD-Harness An autonomous multi-agent orchestration harness. Agents coordinate through one SQLite-WAL 5 Claude Code, Codex, OpenCode 8 1,458 tok
keyhr/utol-mcp MCP for UTOL (UTokyo LMS) 5 Claude Code 1 1,178 tok
dcc-mcp/dcc-mcp-godot pypi.org Godot 4 MCP editor adapter for AI agents to author scenes, scripts, UI and 2D games, inspe 5 Codex, OpenCode 1 2,147 tok
alexechoi/google-hotels-mcp Google Hotels MCP 5 Claude Code, Codex, OpenCode 2 1,438 tok
lindblomstefan/skills-library Claude Code skill — guided interview that recommends AI skills for your repo or team. Inst 5 Codex, OpenCode 1 225 tok
voidtype/slsk_mcp 5 Claude Code, Codex, OpenCode 2 581 tok
NathanNorman/claude-memory Local MCP server for persistent memory across Claude Code sessions 5 Claude Code 1 4,509 tok
I4cTime/q-ring qring.i4c.studio OS keychain secrets for AI coding agents, over MCP. Native vault storage (macOS Keychain, 5 Claude Code 1 —
lxman/obsbot-mcp Cross-platform MCP server for OBSBOT Tiny 2 (UVC) camera control 5 Claude Code 1 —
nworks3d/THOR-memory-bible-for-AI A memory for your AI coding assistant. It keeps what you tell it and hands the right note 5 Codex, OpenCode 1 3,990 tok
ondeinference/onde-cli ondeinference.com Fine-tune, quantize, and publish your model all from your Apple silicon devices. I meant m 5 Claude Code, Codex, OpenCode 5 12 tok
hanselhansel/context-cli LLM readiness linter for websites. Audits robots.txt, llms.txt, Schema.org, and content de 5 Claude Code 11 2,591 tok
mindroom-ai/matrix-mcp matrix-mcp.mindroom.chat Matrix MCP server for local coding agents 5 Codex, OpenCode 1 74 tok
dig1t/skills 5 Claude Code, Codex 3 —
gwicho38/write-like-me-mcp Open-source MCP server that learns your personal writing style from a local document corpu 5 Claude Code 1 1,106 tok
nxt3d/mcp-crm 5 Cursor 1 —
YawLabs/npmjs-mcp yaw.sh npm registry MCP server — package intelligence, security audits, and dependency analysis f 5 Claude Code 2 —
mjbommar/kernel-lore-mcp pypi.org MCP + REST server exposing fast search over Linux kernel mailing list archives (lore.kerne 5 Claude Code 1 4,948 tok
consetto/calmcp consetto.com Cloud ALM MCP Server. Supports Tasks, Projects, Features, Requirements, Documents, Tests, 5 Claude Code, Codex, OpenCode 2 1,478 tok
x0c/arthas-mcp MCP server that exposes Alibaba Arthas Java diagnostics to AI agents, with zero-config JVM 5 Codex, OpenCode 1 991 tok
abrookins/easy-mcp-proxy a simple MCP proxy that allows customizing sets of tools an LLM should see 5 Codex, OpenCode 1 1,377 tok
Getopir/AgentCAD Independent agent-oriented parametric CAD platform based on FreeCAD, with a typed MCP gate 5 Codex, OpenCode 1 2,245 tok
nikosavola/k-ruoka-mcp nikosavola.github.io MCP server for managing K-Plussa account's K-Ruoka (Finnish grocery) shopping cart from an 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,937 tok
0xZoharHuang/garment-cad-mcp Agent-safe transactional garment CAD tooling for Valentina, GarmentCode, and remote Warp s 5 Claude Code, Codex 2 —
mishan/assetto-mcp MCP server that turns an AI assistant into your race engineer for Assetto Corsa — records 5 Claude Code, Codex, OpenCode 2 129 tok
matematicsolutions/mcp-eureka MCP server for Polish tax interpretations (KIS/MF) via EUREKA (eureka.mf.gov.pl). 550k+ do 5 Claude Code, Codex, OpenCode 2 953 tok
dgutierrez1/concurrent-playwright-mcp 5 Codex, OpenCode 1 1,312 tok
sjhorn/single_child_two_dimensional_scroll_view flutter package for a box in which a single widget can be scrolled in two dimensions 5 Claude Code 10 834 tok
trilitech/octez-manager 5 Claude Code, Codex, OpenCode 11 4,662 tok