How real projects configure their agents

24,879 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
115dkk/pplx-custom-mcp Cloudflare Workers MCP server — Perplexity search + content extraction without a headless 0 Codex, OpenCode 1 35 tok
getnyxdoc/nyxdoc nyxdoc.com An agent-native document system for people and their external agents. 0 Claude Code, Codex, OpenCode 2 339 tok
white-space-solutions/postgrid-mcp Read-only MCP server for PostGrid Print & Mail. Vercel-native, stateless OAuth 2.1, built 0 Claude Code, Codex, OpenCode 2 79 tok
johnawadlow/snackbar snackbar-six.vercel.app A personal note store with an MCP front door — capture ideas from whichever assistant you' 0 Claude Code, Codex, OpenCode 2 79 tok
ai-cooperation/tapcard-mcp Self-hosted NFC and QR profile with a private AI business card wall, powered by Cloudflare 0 Codex, OpenCode 1 1,377 tok
zetsubo-dev/codex-claude-subagent MCP plugin that connects OpenAI Codex to interactive Claude Code sessions through your cla 0 Codex, OpenCode 1 994 tok
lineape/seo-page-checker-mcp 0 Codex, OpenCode 1 1,159 tok
amangit1314/repo-rag A chat agent over my own GitHub profile — ask it "has Aman used Kotlin?" or "is CareerSpir 0 Claude Code, Codex, OpenCode 13 4,244 tok
akashic-plugins/bangumi-mcp 0 Codex, OpenCode 1 698 tok
andreigheo/sol-indesign-mcp A local, authenticated MCP bridge between OpenAI Codex and Adobe InDesign through a typed 0 Codex, OpenCode 1 1,554 tok
deer-001/OmniBrowse-Agent OmniBrowse-Agent is a web deep-browsing and evidence-based reporting system built on MCP a 0 Codex, OpenCode 1 1,687 tok
geektan123/MCP-Ecom 0 Claude Code, Codex 1 —
cpouldev/soft1-mcp Soft1 MCP is a standalone Python MCP server for read-only analysis of one Soft1 ERP SQL Se 0 Claude Code, Codex, OpenCode 2 3,337 tok
yzr95924/agent-html-drop HTML drop server for agents with MCP 0 Claude Code, Codex, OpenCode 2 2,179 tok
manojkiranti/local-llm-mcp 0 Claude Code, Codex, OpenCode 2 3,477 tok
Aphelion-Development/search-box Multi-provider search engine MCP server implementation 0 Codex, OpenCode 1 1,135 tok
Mahesh8214/ShadowShield-MCP 0 Claude Code, Codex 1 —
furkangonel/AppMarquee A lightweight, local-first App Store and Google Play screenshot studio with MCP for Codex 0 Claude Code, Codex, OpenCode 2 167 tok
seerkong/ego-automation-mcp-app-demo 0 Claude Code, Codex, OpenCode 16 91 tok
codebytemirza/linkedin-post-mcp A production-ready Model Context Protocol (MCP) server that connects Claude to LinkedIn, e 0 Claude Code, Codex 5 —
Sonora-Multiroom/sonora-mcp 0 Codex, OpenCode 1 2,441 tok
mperkhou/career-agent-workbench A public-safe Python workbench for governed career workflow automation. 0 Codex, OpenCode 1 452 tok
sandraschi/benny-the-dog-mcp Benny the dog health and care monitor - water bowls, movement, loneliness detection, sausa 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,778 tok
browserview/mcp This server lets any MCP-capable agent (Claude, OpenAI agents, Cursor, and others) create, 0 Codex, OpenCode 1 585 tok
LordFB/_ContextFabricMCP 0 Claude Code, Codex 1 —
mhdarifsetiawan01/semantic-mcp-server 0 Claude Code, Codex, OpenCode 4 1,678 tok
fledgeling-co/sift-apple-mail-mcp Search your Apple Mail at the speed of thought. A local MCP server: 188k messages, body se 0 Claude Code, Codex, OpenCode 2 5,905 tok
joohyukjung/LexLink-ko-mcp 0 Codex, OpenCode 1 1,612 tok
mrsuber/davinci-resolve-mcp 0 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 12 5,925 tok
meob/mcp-blueprint MCP Blueprint is a lightweight framework for creating Model Context Protocol (MCP) servers 0 Claude Code, Codex, OpenCode 2 1,266 tok
czcz0009/my-mcp-server 0 Claude Code, Codex, OpenCode 2 6,209 tok
ikeike443/hevy-fitness-mcp fitness-mcp-eight.vercel.app 0 Claude Code, Codex, OpenCode 3 807 tok
kailash-enph/jama-connect Unified Jama Connect MCP backend, REST API, viewer, and VS Code extension as a single pip 0 Codex, OpenCode 1 2,933 tok
ncleton-petitmaker/ovs-mcp Unofficial Official Vegan Shop MCP server and CLI 0 Claude Code, Codex, OpenCode 2 181 tok
vnknov/de.scenaryo.channels MCP to create a possiblity for Agents to communicate through guardrailed channels 0 Codex, OpenCode 1 3,335 tok
vohoailinh90/Excel_MCP_Server Open macros and basic Excel functions through an MCP server 0 Claude Code, Codex, OpenCode 3 3,736 tok
ayhammouda/gsc-seo-mcp Secure, read-only Google Search Console MCP server with exact property allowlists and a ha 0 Codex, OpenCode 1 824 tok
omid-ok13/mattermost-mcp 0 Codex, OpenCode 1 293 tok
ashrocket/monday-mcp Unofficial local MCP server for monday.com. Runs on your machine, keeps your token local, 0 Codex, OpenCode 1 288 tok
yadimon/steuer-spar-erklaerung-mcp Inoffizielle lokale API und optionaler MCP-Wrapper für SteuerSparErklärung 2025 (Windows) 0 Claude Code, Codex, OpenCode 2 572 tok
gppsys/personalcopilotmcp Servidor MCP para conectar multiples cuentas de correo y servicios. 0 Codex, OpenCode 1 2,231 tok
carlosroman/yet-another-MCP-server YAMS is a batteries-included MCP server that provides the common tools for agents to use 0 Claude Code, Codex, OpenCode 2 424 tok
renaudb/bixi-mcp Bixi MCP server 0 Codex, OpenCode 1 15 tok
solaegis/hubitat-mcp MCP server for Hubitat Elevation hubs (C-5+) — Maker API device control, optional admin to 0 Codex, OpenCode 1 338 tok
Mushkrot/Recallant Self-hosted governed project memory for coding agents. 0 Codex, OpenCode 1 1,373 tok
yuzu-octopus/Codebreaker_Solver yuzu-octopus.github.io Codebreaker.xyz client, MCP server, CLI, and C++ solutions 0 Codex, OpenCode 1 4,334 tok
Cyphid-Academy/Render-Fetch-MCP MCP server for retrieving bot-unfriendly page content 0 Claude Code, Codex, OpenCode 2 904 tok
JASMINE145-ACT/workbuddy-quote-pack WanDing WorkBuddy PC quotation sidepack (org JWT + MCP). Isolated from Mixing. Open folder 0 Codex, OpenCode 1 247 tok
KB01111/MCP-SearchEngine MCP server that searches & scrapes multiple sources (DuckDuckGo, Wikipedia, arXiv, Hacker 0 Codex, OpenCode 1 1,047 tok
dsharrington84/construction-intelligence-mcp 0 Codex, OpenCode 1 1,433 tok