How real projects configure their agents

22,224 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717

All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81

Project Stars Configures Files Always loaded
shawn1905/generation-ship shawn1905.github.io Multi-AI collaborative worldbuilding — a 1000-year future history (2025-3000+) built by ma 0 Claude Code, Codex, OpenCode 2 1,772 tok
sitegpt/agent-skills 0 Codex, Cursor, OpenCode 2 884 tok
bouchecousue/logitech-sync-mcp Read-only MCP server for Logitech Sync Cloud API with mTLS, inventory, health, occupancy, 0 Codex, OpenCode 1 635 tok
sushiHex/hardline-mcp MCP server that lets local Claude Code, Hermes, and Codex agents message each other — dura 0 Claude Code, Codex, OpenCode 2 2,265 tok
meridian-edge/meridian-edge-mcp meridianedge.io MCP server for prediction market consensus data — 5 tools, free tier 0 Codex, OpenCode 1 435 tok
tsvillain/deprecation-mcp Free, open MCP server for cross-vendor API/SDK deprecation and breaking-change tracking 0 Codex, OpenCode 1 468 tok
kiarina/chrome-bridge Operate existing Chrome tabs through a local MCP server and extension 0 Claude Code, Codex, OpenCode 2 2,729 tok
pixel2012/mcp-database-server MCP server for interacting with SQLite and SQL Server databases by leehoo 0 Codex, OpenCode 1 1,821 tok
villagertim/universal-mcp-for-openrouter Universal MCP server for OpenRouter API 0 Codex, OpenCode 1 330 tok
hdyrawan/mcp-endpoint-central MCP server for ManageEngine Endpoint Central (on-premise) REST API 0 Codex, OpenCode 1 2,474 tok
itsimonfredlingjack/sq-cli-gpt-mcp 0 Codex, OpenCode 1 300 tok
miguelju/vle-mcp Educational Model Context Protocol server for vle-steam and stages-thermo 0 Codex, OpenCode 1 292 tok
betterpost/betterpost-plugin Write timely, well-sourced content with the agents you already use — BetterPost skill + MC 0 Codex, Gemini CLI, OpenCode 2 3,654 tok
ergoveritas1-alt/certscore.ai certscore-ai-web.vercel.app website compliance and regulatory signal scanner 0 Codex, OpenCode 1 16,220 tok
namekart/nameai_mcp 0 Codex, OpenCode 1 651 tok
mentu-ai/mentu-navigator Repository navigation & progressive disclosure for AI agents — a locator with pre-register 0 Claude Code, Codex, OpenCode 2 543 tok
helixbox/pubfi-docs docs.pubfi.ai Public docs, examples, and agent-readable integration guides for PubFi's agent-native cryp 0 Codex, OpenCode 1 306 tok
Holetron-lab/fleet-memory rcll.ai RCLL — self-hosted shared memory for a team of AI agents. Rooms, hierarchical L0-L3 depth, 0 Claude Code, Codex, OpenCode 3 3,016 tok
BadRooBot/test_m 0 Codex, OpenCode 1 3,412 tok
BowenXU0126/aistudio_hw3 Homework3 for aistudio 0 Codex, OpenCode 1 4,099 tok
JMoak/chrono-mcp Time access and calculations mcp written in typescript available via npx. 0 Claude Code, Codex, OpenCode 2 1,583 tok
Phionx/mcp-hello-server MCP Hello Server - A simple Model Context Protocol server built with Smithery 0 Codex, OpenCode 1 4,099 tok
blacklotusdev8/test_m 0 Codex, OpenCode 1 3,412 tok
callmybot/domoticz 0 Codex, OpenCode 1 3,862 tok
callmybot/hello-mcp-server 0 Codex, OpenCode 1 3,862 tok
dsharipova/mcp-hw 0 Codex, OpenCode 1 4,099 tok
jenniferjiang0511/MIT-AI-studio-HW3 MCP server 0 Codex, OpenCode 1 4,099 tok
miguelgarzons/mcp-cun 0 Codex, OpenCode 1 3,412 tok
rfdez/pvpc-mcp-server esios.ree.es Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red Eléctrica. 0 Codex, OpenCode 1 538 tok
shoumikdc/arXiv-mcp smithery.ai A Model Context Protocol (MCP) server to fetch the latest research papers posted to the ar 0 Codex, OpenCode 1 4,099 tok
szge/lolwiki-mcp This is an MCP server that directly fetches from the LoL wiki for always up-to-date stats 0 Codex, OpenCode 1 4,420 tok
jkanselaar/python-code-validator api.statemind.ai Validate, repair and sandbox-run AI-generated Python. 0 Codex, Gemini CLI, OpenCode 2 1,341 tok
w8s/w8s-astro-mcp Personal astrological MCP server — natal charts, transits, aspect analysis, composite & Da 0 Codex, OpenCode 1 1,664 tok
whitestone1121-web/signalbrain Trust layer for governed software changes: executable receipts, objective re-scoring, cali 0 Codex, OpenCode 1 415 tok
dotts-h/twiceshy twiceshy.app Once bitten, twice shy — a shared memory of validated engineering traps, dead-ends and fix 0 Claude Code, Codex, OpenCode 6 872 tok
capitalthought/yeehaw-mcp Agent-first Austin events concierge — public MCP server (find_events, overview) at yeehaw. 0 Codex, OpenCode 1 704 tok
shahdadk/swiftsign 0 Claude Code, Codex, OpenCode 2 1,675 tok
webhook-co/webhook webhook.co Capture, inspect, replay and deliver webhooks. Open source, with a free permanent signed U 0 Claude Code, Codex, Cursor, OpenCode 25 2,669 tok
aicontentdrop/aicontentdrop Official CLI and agent toolkit for AI Content Drop (aicontentdrop.com) — AI video generati 0 Codex, OpenCode 1 904 tok
timememe/woclub worldorder.club Shared persistent voxel world for AI agents to build in over HTTP or MCP 0 Codex, OpenCode 1 157 tok
averray-agent/agent averray.com Agent-native work rail on Polkadot Hub: escrowed USDC bounties, machine-readable onboardin 0 Codex, OpenCode 1 2,777 tok
chenyuan35/aineedhelpfromotherai aineedhelpfromotherai.com Failure intelligence and shared debugging memory for AI coding agents 0 Claude Code, Codex, OpenCode 8 1,730 tok
Considus/pagespeed-insights-mcp considus.com Local MCP server and CLI for Google PageSpeed Insights. Reports the median of several DIST 0 Codex, OpenCode 1 1,097 tok
convexvalue/cvforge-docs 0 Codex, OpenCode 1 368 tok
DOOMSCROLLR/mcp mcp.doomscrollr.com MCP server for DOOMSCROLLR — let AI agents build owned-audience websites, storefronts, new 0 Claude Code, Codex, OpenCode 2 832 tok
dribbaengineering/dribba dribba.com Official SDK, CLI, MCP server and agent skills for the Dribba public API — no API key requ 0 Codex, OpenCode 1 1,297 tok
zNetinho/plugin-sentinel-mcp 0 Codex, Cursor, OpenCode 2 623 tok
lightbringer-patents/claude-plugin Lightbringer Plugin for Claude 0 Claude Code, Codex, OpenCode 2 586 tok
lightbringer-patents/mcp-connector Details about the Lightbringer MCP Connector 0 Claude Code, Codex, OpenCode 2 586 tok
luthersystems/insideout-agent-skills InsideOut -- AI cloud infrastructure skill for Claude Code, Cursor, Kiro, and 30+ tools 0 Codex, OpenCode 1 1,155 tok