31,992 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 agents7,690Claude Code6,656Data and AI3,669Backend and APIs3,506Languages3,395Planning3,227Git and workflow3,219Code review2,753Testing2,387Memory and context2,368Writing and docs2,331DevOps and cloud2,317Research2,292Frontend2,266Security2,036Productivity1,725
All Claude Code31,992 Codex23,401 OpenCode22,346 GitHub Copilot3,564 Gemini CLI1,917 Cursor1,741 Windsurf146 Kiro83
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| alona-iaig/overboard-claude-plugin overboard.studio Claude Code plugin — create visual whiteboards, diagrams, flowcharts & project plans from | 1 | Claude Code | 1 | 130 tok |
| Freddymhs/template-mcp | 1 | Claude Code | 1 | — |
| fshaan/claw-ea Medical office automation MCP server — forwards work messages and automatically archives t | 1 | Claude Code | 1 | 3,591 tok |
| dburge86/kenpom-mcp MCP server for KenPom basketball analytics with Cloudflare Workers support | 1 | Claude Code | 1 | 4,611 tok |
| paulieb89/uk-business-mcp | 1 | Claude Code, Codex, OpenCode | 2 | 823 tok |
| cvandesande/project-code-intelligence Generic code intelligence indexer and stdio MCP server backed by Postgres/pgvector | 1 | Claude Code, Codex, OpenCode | 2 | 1,424 tok |
| kallusuvaidyam/universal_mcp | 1 | Claude Code | 1 | 4,035 tok |
| paulieb89/property-descriptions-mcp | 1 | Claude Code, Codex, OpenCode | 2 | 797 tok |
| ncsound919/VibeServe ncsound919.github.io **VibeServe** is the first full-stack, fully-integrated AI development platform. It unifie | 1 | Claude Code, OpenCode | 6 | — |
| Bye-666/BYE-RAG | 1 | Claude Code, Codex | 1 | — |
| asgard-ai-platform/mcp-tw-company Model Context Protocol (MCP) server for Taiwan Business Registry. Provides real-time acces | 1 | Claude Code | 1 | 475 tok |
| jaykim429/report-mcp MCP that creates reports | 1 | Claude Code, Codex, OpenCode | 2 | 1,170 tok |
| mightbesaad/sovereignty-scan-mcp MCP server for EU AI Act vendor sovereignty scanning. MIT-licensed free tier. | 1 | Claude Code | 1 | 3,510 tok |
| pauliowest/cmon-mcp Campaign Monitor MCP | 1 | Claude Code | 1 | 784 tok |
| fangfuzha/article-mcp npmjs.com | 1 | Claude Code, Codex | 1 | — |
| ejoliet/mcp-starter mcp-starter-puce.vercel.app MCP starter or how to learn devlopping a mcp server | 1 | Claude Code | 1 | 446 tok |
| decksaga/silentfail Your MCP servers are failing. You just don't know it yet. Health checks, token audits, sec | 1 | Claude Code | 1 | 456 tok |
| bestaiinsider/ai-visibility-mcp MCP server that audits AI-bot visibility: robots.txt per-bot, JSON-LD, llms.txt, brand men | 1 | Claude Code | 1 | 870 tok |
| xlisp/thought-graph ThoughtGraph & Agent Memory MCP server | 1 | Claude Code | 1 | 2,209 tok |
| thedavidquan01/ad-library-mcp Zero-auth MCP server for searching competitor ads across Meta Ad Library, Google Ads, Inst | 1 | Claude Code | 1 | 1,587 tok |
| ParkviewLab/ebony-enriching an mcp lab notebook | 1 | Claude Code, Codex, OpenCode | 2 | 1,004 tok |
| rmednitzer/relay-shell rmednitzer.github.io Model Context Protocol server for full shell and SSH fleet operation, with audit, tiered a | 1 | Claude Code, Codex, OpenCode | 3 | 2,206 tok |
| andrewgazelka/arc-mcp MCPB extension for controlling Arc browser using AppleScript through the Model Context Pro | 1 | Claude Code | 1 | 92 tok |
| kip-d/omnifocus-mcp OmniFocus automation via Model Context Protocol (MCP) | 1 | Claude Code, Codex, OpenCode | 8 | 5,260 tok |
| ndcorder/claude-codex-team MCP server that bridges Claude Code to GPT Codex for adversarial brainstorming, code revie | 1 | Claude Code | 1 | 223 tok |
| CrackenReleased/boarderless.app_MCP Agentic connection and control for boarderless.app | 1 | Claude Code, Codex, OpenCode | 2 | 1,074 tok |
| goodandco/aws-serverless-mcp-server Serverless MCP server on AWS Lambda — Streamable HTTP via API Gateway, built with the offi | 1 | Claude Code | 1 | 661 tok |
| sapientsai/microsoft-mcp-server | 1 | Claude Code | 2 | 604 tok |
| alpacax/alpacon-mcp docs.alpacax.com Developer toolkit for enabling VibeOps—extending Alpacon for programmable infrastructure a | 1 | Claude Code, GitHub Copilot | 2 | 2,346 tok |
| originalrashmi/rc-engine-product-framework rc-engine.vercel.app RC Engine — A complete AI-native product development pipeline. 31 MCP tools across 4 domai | 1 | Claude Code, Codex, OpenCode | 41 | 5,187 tok |
| KlausFreiberufler/devflow-mcp MCP Server for WorkFlow Pro - Claude Code Integration | 1 | Claude Code | 1 | 1,357 tok |
| fideguch/my_pm_tools AI-era PM operator skill: GitHub Projects V2 + Notion + Google Workspace orchestration for | 1 | Claude Code | 1 | 1,669 tok |
| crlian/mcp-pyatv pypi.org MCP server for controlling Apple TV, HomePod, and AirPlay devices. Control your TV with na | 1 | Claude Code | 1 | 1,146 tok |
| supersaiyane/AmplifyrMCP AmplifyrMCP -- Amplify your content reach. MCP server connecting Claude Desktop to LinkedI | 1 | Claude Code | 1 | 14,368 tok |
| windsornguyen/open-meteo-mcp MCP server hosting the Open-Meteo API. | 1 | Claude Code | 1 | 942 tok |
| sandraschi/steam-mcp MCP server for Valve's Steam — profile, library, stats, store, Workshop. 14 tools, React d | 1 | Claude Code, Codex, OpenCode | 2 | 786 tok |
| SepehrShapouri/gmail-mcp-server | 1 | Claude Code | 1 | 1,475 tok |
| TobiasArg/LocalFilesOrganizer-MCP a MCP with tools to organize our local files | 1 | Claude Code | 1 | 523 tok |
| kyo504/krx-cli CLI & MCP server for KRX (Korea Exchange) Open API — Korean stock market data (KOSPI, KOSD | 1 | Claude Code | 1 | 608 tok |
| halans/halans-mcp-server Simple MCP server implementation for halans.com for use with a static Hugo blog with llms- | 1 | Claude Code | 1 | 1,032 tok |
| Rentalot-ai/rentalot-mcp rentalot.ai MCP server exposing the Rentalot REST API (65 tools) for AI assistants — property manageme | 1 | Claude Code, Codex, OpenCode | 2 | 1,562 tok |
| mister-good-deal/host-mcp-jenkins A local MCP server for Jenkins that replicates the Jenkins MCP Server Plugin by calling Je | 1 | Claude Code, GitHub Copilot | 2 | 2,539 tok |
| alanse-inc/clickup-multi-mcp-server ClickUp MCP Server with Multi-Workspace Support - Integrate multiple ClickUp workspaces wi | 1 | Claude Code | 1 | 2,628 tok |
| mokemokechicken/yfinance-mcp-server Unofficial MCP server for Yahoo Finance stock data. | 1 | Claude Code | 2 | 1,303 tok |
| lesleslie/neo4j-mcp MCP server for neo4j-mcp | 1 | Claude Code, Codex, OpenCode | 2 | 1,612 tok |
| cahaseler/wikijs-mcp | 1 | Claude Code | 1 | 684 tok |
| VovaVindar/telegram-mcp Telegram MCP server for AI agents. Auto-categorize channels into folders, clean up inactiv | 1 | Claude Code, Codex, OpenCode | 2 | 1,578 tok |
| Pro0f/devscontext devscontext.com MCP server that synthesizes engineering context from Jira, meetings, and docs for AI codin | 1 | Claude Code | 1 | 1,603 tok |
| abl030/pfsense-mcp MCP server for the pfSense REST API v2 — 677 tools for AI-driven firewall management | 1 | Claude Code, Codex, OpenCode | 2 | 2,909 tok |
| nonz250/notepm-mcp-server npmjs.com (Unofficial) MCP server for NotePM. | 1 | Claude Code | 1 | 825 tok |