How real projects configure their agents

23,222 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
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 13,280 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 13,090 tok
cyanheads/national-parks-mcp-server npmjs.com Plan US National Park Service trips — find parks, check alerts and closures, find campgrou 1 Claude Code, Codex, OpenCode 2 12,068 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 10,080 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 12,440 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 12,216 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 12,148 tok
cyanheads/openfoodfacts-mcp-server npmjs.com Look up food products by barcode, search by ingredient or nutrition filter, compare produc 1 Claude Code, Codex, OpenCode 2 10,782 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
joshua-auchincloss/factsets An MCP server that provides a local, persistent, self-maintaining knowledge base for AI ag 1 Codex, OpenCode 1 755 tok
mrslbt/pdf-it npmjs.com Native PDF renderer for AI-generated markdown. Cover page, auto TOC, page-numbered footer. 1 Codex, OpenCode 1 1,527 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
mayorandrew/openapi-dynamic-mcp MCP server and CLI for turning OpenAPI specs into usable tools for AI clients, with built- 1 Codex, OpenCode 1 405 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
lindblomstefan/skills-library Claude Code skill — guided interview that recommends AI skills for your repo or team. Inst 1 Codex, OpenCode 1 225 tok
divyanshu-iitian/ContextFlux Task-adaptive repository context engine for coding agents: local MCP, exact token budgets, 1 Codex, OpenCode 1 129 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
frankxai/awesome-agentic-income Web-first catalog of agent-product delivery, metering, billing, attribution, and governanc 1 Codex, OpenCode 1 358 tok
andy-spike/skills 1 Codex, OpenCode 1 147 tok
otis22/vetmanager-mcp MCP server for Vetmanager veterinary clinic management — 101 tools, bearer auth, self-host 1 Claude Code, Codex, OpenCode 16 13,273 tok
frankxai/awesome-cosmos-ai-agents Web-first astronomy, mission-data, astrodynamics, and scientifically grounded AI-agent cat 1 Codex, OpenCode 1 358 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
Gnidreve/Genesis-World-MCP MCP-Server für CAS genesisWorld – bringt das CRM als Tools, Flows und Ressourcen direkt in 1 Codex, OpenCode 1 9,106 tok
RodrigoSiliunas/hermes-claude-bridge Bridge Hermes Agent ↔ Claude Code CLI — delegate coding tasks with zero Anthropic API cost 1 Claude Code, Codex 1
narumiruna/telegram-bot 1 Codex, OpenCode 2 865 tok
killo3967/todolist-mcp 1 Claude Code, Codex 1
MausRundung/mcp-explorer jansky-design.com Model Context Protocol server providing advanced file system operations, regex search, imp 1 Codex, OpenCode 1 1,035 tok
rolfsormo/mist-mcp-server MCP Server for Juniper Mist 1 Codex, OpenCode 1 906 tok
iushv/linkedin-agent-mcp 1 Claude Code, Codex, OpenCode 9 2,071 tok
drmf-cz/claude-beacon Claude Code MCP channel plugin — pushes GitHub Actions CI/CD results into running Claude C 1 Claude Code, Codex, OpenCode 5 5,239 tok
MajesteitBart/writer_mcp Writer MCP offers a comprehensive suite of tools for technical marketing content creation, 1 Codex, OpenCode 1 3,862 tok
djmoore711/brandfetch-mcp brandfetch.com Python MCP server for Brandfetch that fetches brand data (logos, colors, details) by domai 1 Codex, OpenCode 1 4,778 tok
alexyangjie/mcp-server-multi-fetch Extending mcp-server-fetch with parallel browsing 1 Claude Code, Codex, OpenCode 2 1,726 tok
vsoneji/schwab-mcp Schwab MCP server that enables AI assistants like Claude to retrieve and interact with you 1 Codex, OpenCode 1 69 tok
toomy1992/wealthfolio-mcp MCP Server For Wealthfolio 1 Codex, OpenCode 1 6,726 tok
theepicsaxguy/opencollective-hetzner-mcp 1 Claude Code, Codex, OpenCode 2 4,832 tok
geuneda/geuneda-mcp-unity Unity Editor MCP server — a plugin integrating AI IDEs such as Cursor, Claude Code, Codex, 1 Claude Code, Codex, OpenCode 2 4,202 tok
bhf/st-k8s sanjeev.pages.dev View and chat to your K8s cluster & application logs. K9s themed dashboard, REST API+MCP s 1 Claude Code, Codex, GitHub Copilot 5 1,022 tok
voidtype/slsk_mcp 1 Claude Code, Codex, OpenCode 2 581 tok
the-single-gentlemans-club/storybook-mcp A Model Context Protocol (MCP) server for Storybook story generation, component analysis, 1 Claude Code, Codex, GitHub Copilot 5 2,141 tok
akopper/ollama-websearch-mcp MCP server for Ollama web search and web fetch APIs. Enables AI assistants like Claude Des 1 Codex, OpenCode 1 1,211 tok
zarfld/presonus-studiolive-mcp MCP server using featherbear / presonus-studiolive-ap 1 Claude Code, Codex, GitHub Copilot, OpenCode 67 61,377 tok
skycaier/sky-windows-remote-executor MCP-native Windows remote execution service with Web UI and FastAPI 1 Claude Code, Codex, OpenCode 2 724 tok
gian-reto/print-blocks gian-reto.github.io Print on ESC/POS thermal printers over HTTP or MCP. 1 Codex, OpenCode 1 1,654 tok
Iziedking/Agent-QA agentsqa.xyz A private, portable memory for AI agents. 1 Claude Code, Codex 17
SilenceEchoLab/PhantomHand An extremely simple and lightweight browser-control engine designed for large language mod 1 Claude Code, Codex, OpenCode 2 1,517 tok
Kayforkind/book-guide-mcp Book Guide MCP — Ship improvements with books your agents can run. Playbooks, citations, S 1 Codex, OpenCode 1 585 tok
rrizwan98/lara-marketing-connector Lara Marketing Connector - remote MCP server (45 marketing skills + orchestration logic) f 1 Claude Code, Codex, OpenCode 2 35 tok