How real projects configure their agents

31,986 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 agents7,699Claude Code6,660Data and AI3,668Backend and APIs3,501Languages3,399Planning3,231Git and workflow3,226Code review2,759Testing2,389Memory and context2,368Writing and docs2,333DevOps and cloud2,313Research2,290Frontend2,267Security2,038Project management1,731

All Claude Code31,986 Codex23,430 OpenCode22,372 GitHub Copilot3,564 Gemini CLI1,915 Cursor1,742 Windsurf150 Kiro84

Project Stars Configures Files Always loaded
cyanheads/onebusaway-mcp-server npmjs.com Query stops, routes, real-time arrivals, vehicle positions, and schedules from OneBusAway 1 Claude Code, Codex, OpenCode 2 6,488 tok
dpc00/sublime-mcp MCP server for Sublime Text 4 — lets Claude Code read and control a running ST instance 1 Claude Code 1
giuliobmb/exam-sheet-mcp An MCP App that generates a timed exam on any topic and renders an interactive exam sheet 1 Claude Code 1 977 tok
harshithsunku/mcp-gtags-server harshithsunku.github.io Indexed code navigation for AI coding agents (Claude Code, Cursor, any MCP client) — repla 1 Claude Code 1 3,310 tok
heidihelena/citevahti vahtian.com Run unit tests on your manuscript. Check every manuscript claim against its cited evidence 1 Claude Code 2
nolindnaidoo/numbers-le letools.dev Extract every hardcoded number in a codebase, so a person can check them 1 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 6 8,309 tok
constripacity/Claude-Replay Session checkpoint and recovery for Claude Code, resume interrupted sessions, browse them 1 Claude Code 1 810 tok
cyanheads/attack-surface-mcp-server npmjs.com Passive external attack-surface mapping: CT subdomains, DNS, TLS, HTTP posture, RDAP/WHOIS 1 Claude Code, Codex, OpenCode 2 15,890 tok
cyanheads/imf-mcp-server npmjs.com Query IMF SDMX 3.0 macroeconomic data — 193 dataflows, 190 countries, WEO projections, BOP 1 Claude Code, Codex, OpenCode 2 15,426 tok
cyanheads/nhtsa-vehicle-safety-mcp-server npmjs.com Vehicle safety data from NHTSA — recalls, complaints, crash ratings, investigations, VIN d 1 Claude Code, Codex, OpenCode 2 12,230 tok
cyanheads/npi-providers-mcp-server npmjs.com Look up US healthcare providers in the NPPES NPI registry and resolve NUCC specialty codes 1 Claude Code, Codex, OpenCode 2 14,416 tok
cyanheads/nws-weather-mcp-server npmjs.com Real-time US weather data via the National Weather Service API. Forecasts, alerts, and obs 1 Claude Code, Codex, OpenCode 2 13,208 tok
cyanheads/openchargemap-mcp-server npmjs.com Find EV charging stations worldwide by location and connector via the global Open Charge M 1 Claude Code, Codex, OpenCode 2 14,572 tok
cyanheads/openfoodfacts-mcp-server npmjs.com Look up food products by barcode, search by keyword, tag, allergen, or nutrition filter, c 1 Claude Code, Codex, OpenCode 2 13,100 tok
digitalgremlin/github-repo-intelligence-mcp A persistent MCP server on Apify that gives AI assistants (Claude, Cursor, Cline, etc.) an 1 Claude Code, Codex, OpenCode 2 9,906 tok
dockndevai/mcp-kafka dockndevai.github.io MCP server for Apache Kafka — monitor & manage clusters, topics, and consumer groups (with 1 Claude Code 1
junct-bot/wormhole-mcp wormhole.mcp.junct.dev Wormhole MCP server - 69 tools for cross-chain bridging and messaging. Hosted by Junct. 1 Claude Code 1
murilojrpereira/mcp-graphql-bridge A generic MCP server that dynamically exposes any GraphQL API as tools for claude, cursor, 1 Claude Code 1 685 tok
jordantete/verychic-mcp Unofficial read-only MCP server for VeryChic hotel offers (search, filter, availability & 1 Claude Code 1 1,983 tok
maxwellsantoro/dotrepo dotrepo.org Trust-aware metadata protocol for software repositories, with a Rust toolchain, MCP server 1 Claude Code, Codex, OpenCode 2 2,882 tok
rhoegg/ufo-mcp-server MCP server for Dynatrace UFO 1 Claude Code 1 466 tok
ivanantigravity-lgtm/nanobanana-2-polzaia-mcp-server 1 Claude Code 1 3,070 tok
jonnybottles/M365-roadmap-mcp-server 1 Claude Code 1 1,347 tok
mclose/dns-mcp MCP server for DNS security analysis. DNSSEC validation, email auth (SPF/DKIM/DMARC/DANE/B 1 Claude Code 1 3,034 tok
mkerchenski/RedditAdsMcp C# MCP server for the Reddit Ads API — read-only tools for campaigns, ad groups, ads, and 1 Claude Code 1 288 tok
n24q02m/better-workspace-mcp mcp.n24q02m.com Google Workspace MCP server (Docs/Drive/Calendar/Gmail/Sheets/Slides/Tasks/Chat/People + m 1 Claude Code, Codex, OpenCode 2 4,940 tok
Modellix/modellix-plugin modellix.ai Agent plugin for AI image and video generation via Modellix API/CLI. 1 Claude Code, Codex, OpenCode 1 5,577 tok
nickdesi/ZipAI ⚡ Ultra-dense token optimizer for LLM coding agents (Claude Code, Antigravity, Cline, Roo) 1 Claude Code 1 1,204 tok
iamrichardD/claude-gemini-mcp-server MCP Server for Claude-Gemini peer programming workflow 1 Claude Code, Gemini CLI 2 2,358 tok
pandoscope/skills Canonical skill library for agentic engineering: original skills, condensed derivations of 1 Claude Code, Codex, OpenCode 4 4,444 tok
NicolaiSchmid/pons pons.chat Open-source WhatsApp Business API bridge with MCP server 1 Claude Code, Codex, OpenCode 2 4,320 tok
BigfootBytes/threatlocker-mcp-server 1 Claude Code 2 7,124 tok
lzy19926/lzy-yuque-mcp-server Refactor and optimize this project using AI. 1 Claude Code 2 1,248 tok
juparave/dotfiles My dotfiles 1 Claude Code 17
benpeter/owa-mcp MCP server for Microsoft Outlook calendar via Edge session token interception — no Azure a 1 Claude Code 1 2,442 tok
anthonylimo90/linear-mcp-server Linear MCP Server 1 Claude Code 1 903 tok
wanthigh/google-calendar-mcp-server 1 Claude Code 1 2,495 tok
otis22/vetmanager-mcp MCP server for Vetmanager veterinary clinic management — 101 tools, bearer auth, self-host 1 Claude Code, Codex, OpenCode 16 13,794 tok
xenodeve/clone-space-mcp Archive a live web page so it replays offline with the motion intact, and an AI agent can 1 Claude Code, Codex, OpenCode 6 5,567 tok
RodrigoSiliunas/hermes-claude-bridge Bridge Hermes Agent ↔ Claude Code CLI — delegate coding tasks with zero Anthropic API cost 1 Claude Code, Codex 1
bruce-shi/ticker-cli 1 Claude Code 1 770 tok
VerificateAI/verificate-mcp-quickstart verificate.ai Take your vibe-coded MVP all the way to production — 17 reality gates + frontier-model rev 1 Claude Code 1
huuanh20/awesome-ai-agent-skills huuanh20.github.io 40+ production-ready AI skill packs for Claude Code, Cursor, Codex, Gemini CLI and any LLM 1 Claude Code 8
gabrielrojasnyc/hr-mcp-server MCP Server 1 Claude Code 1 2,202 tok
killo3967/todolist-mcp 1 Claude Code, Codex 1
1049861657/MCP 1 Claude Code 1
webdevtodayjason/slim-MCP 1 Claude Code 1 322 tok
topotal/waroom-mcp 1 Claude Code 1 2,452 tok
javierb507/anywhere-mcp-server AlienVault/USM Anywhere MCP Server - Threat intelligence and security monitoring 1 Claude Code 1 1,895 tok
sgerlach/grr-gaggiuino-mcp MCP server for Gaggiuino espresso machines - monitor status, analyze shots, manage profile 1 Claude Code 1 384 tok