45,053 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989
All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| LaurentHuzard/beat-twin Beat Twin - Bitwig MCP bridge and agentic music production lab | 3 | Codex, OpenCode | 1 | 403 tok |
| LtMarx/SABnzbd-MCP | 3 | Claude Code | 1 | 292 tok |
| Lezheng2333/PDFeverything 📖 High-performance PDF reader with vector-grade rendering | 🪄 PDF Swiss Army Knife — mer | 3 | Claude Code | 1 | 8,444 tok |
| gyh20062008-commits/re-ios MCP server for iOS reverse engineering: static analysis, Frida dynamic hooks, FairPlay dec | 3 | Claude Code | 1 | 988 tok |
| heyderekj/revisemy revisemy.com Mark feedback for your agent — human-in-the-loop design review over Laravel MCP | 3 | Claude Code, Codex | 7 | 238 tok |
| simon-ami/zen-devtools-mcp Unofficial MCP server for Zen Browser DevTools, enabling AI assistants to inspect and cont | 3 | Claude Code, Codex, OpenCode | 2 | 294 tok |
| Kaushalendra-Marcus/evident evident.kaushalendra.me Extract trusted, structured data from any website using MCP, REST, or Python. | 3 | Claude Code | 1 | 2,351 tok |
| caldeirav/mcp-mrtr-devops-demo Stateless Human-in-the-Loop AI DevOps Agent Demo using MCP SEP-2322 (MRTR), LangGraph, age | 3 | Claude Code, Cursor | 19 | — |
| I-No-oNe/baileys-agent-kit LLM-first WhatsApp automation with Baileys, MCP, CLI, GitHub Actions, and secure QR pairin | 3 | Claude Code, Codex, OpenCode | 2 | 374 tok |
| dosbox-automation/dosbox-mcp pypi.org MCP server for driving dosbox-automation from Claude Code and other AI tools. | 3 | Claude Code | 1 | — |
| simba87/iiko-server-mcp MCP server exposing iikoServer REST API as 42+ LLM-callable tools over stdio | 3 | Codex, OpenCode | 1 | 1,178 tok |
| Archolith/menhir archolith.dev Provenance, governed context, and code-impact analysis for coding agents. | 3 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 5 | 1,057 tok |
| rjenks/pf2e-mcp An MCP server for building Pathfinder 2nd Edition Remastered characters together with an A | 3 | Claude Code, Codex, OpenCode | 3 | 2,352 tok |
| h666zhang/vscode-cube-mcp pypi.org MCP server that wraps STM32CubeMX CLI — let AI agents load .ioc, configure pins/peripheral | 3 | Codex, OpenCode | 1 | 1,606 tok |
| ygq-future/openai-vision-mcp-server An Model Context Protocol (MCP) stdio server for bounded, high-precision image analysis us | 3 | Codex, OpenCode | 1 | 850 tok |
| LUKAWI/super-plumber Super Plumber — workflow topology manager: CLI + MCP server + Web UI, pure YAML file stora | 3 | Claude Code, Codex | 10 | — |
| wellkilo/RepoPilot wellkilo.github.io Auditable repository maintenance AgentTeam with evidence-backed pull requests, automated c | 3 | Codex, OpenCode | 1 | 727 tok |
| ivantichy/loxone-mcp-proxy Headless, self-healing local MCP proxy for the Loxone Miniserver native MCP Server - stabl | 3 | Claude Code | 1 | 818 tok |
| naplesblue/grokbridge Local MCP bridge for Codex and Claude Code: delegate code, reviews, web/X research, Grok 4 | 3 | Codex, OpenCode | 1 | 532 tok |
| shekarsiri/moo-tasks Local-first MCP task manager & real-time Web UI for AI coding agents (Claude Code, Cursor, | 3 | Claude Code, Codex, Cursor, OpenCode, Windsurf | 4 | 1,946 tok |
| Supa-Media/context context.lc Free your context. Share your context. One MCP endpoint for every AI client, backed by a m | 3 | Claude Code | 8 | 6,087 tok |
| real-limitless/ansible-flow-mcp real-limitless.github.io MCP server exposing Ansible modules to AI agents (search → schema → check → execute). Side | 3 | Claude Code, Codex, OpenCode | 2 | 4,638 tok |
| GoogleCloudPlatform/mcp-grpc-transport-py | 3 | Codex, OpenCode | 1 | 369 tok |
| stephaneberle9/authsome-mcp-proxy A Model Context Protocol (MCP) proxy that adds an OAuth/OIDC frontend to upstream MCPs tha | 3 | Claude Code | 1 | 502 tok |
| dvgamerr-app/gokub-mcp dvgamerr.app 🚀 Model Context Protocol (MCP) server for Bitkub Cryptocurrency Exchange API - Connect Cl | 3 | Claude Code, Codex, OpenCode | 2 | 1,403 tok |
| skialpine/hunter-hydrowise-mcp MCP to allow AI to manage a Hunter Hydrowise | 3 | Claude Code | 12 | 13,305 tok |
| blen-labs/fedreg-mcp-server Ask your AI assistant real questions about U.S. federal regulations — and get answers grou | 3 | Claude Code | 1 | 3,728 tok |
| XORwell/mcp-server-qlever A Model Context Protocol (MCP) server for the QLever SPARQL engine. Connect any MCP-compat | 3 | Claude Code | 1 | 534 tok |
| dinglebear-ai/rytdl npmjs.com Rust MCP server and CLI for yt-dlp media search/downloads, metadata tagging, transfer queu | 3 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 3,620 tok |
| IFTTT/ifttt-plugins ifttt.com Official IFTTT plugins for AI clients — automate hundreds of services from your agent via | 3 | Codex, OpenCode | 1 | 1,071 tok |
| Fortytwoo/codex-tencent-connectors Codex plugin for WeCom, QQ Mail, and Tencent Docs | 3 | Codex, OpenCode | 1 | 874 tok |
| cyanheads/openaq-mcp-server npmjs.com Find air-quality monitoring stations, read latest sensor values, and pull historical pollu | 3 | Claude Code, Codex, OpenCode | 2 | 14,896 tok |
| davidlandais/ovh-api-mcp modelcontextprotocol.io MCP server for the OVH API — explore and execute any OVH endpoint from Claude, Cursor, or | 3 | Claude Code | 1 | 738 tok |
| nabheet/vscode-mcp-server VS Code MCP server for AI agents (opencode, Claude, Cursor) — debug, edit, and control VS | 3 | Codex, OpenCode | 1 | 1,147 tok |
| serengon/mikrotik-mcp-server MCP server for MikroTik RouterOS v7 via native REST API — built with FastMCP + httpx for C | 3 | Claude Code | 1 | 697 tok |
| blakazulu/mcp-image-server | 3 | Claude Code | 1 | 529 tok |
| wallieinformal201/pentest-mcp-server Integrate penetration testing tools and payloads into your workflow through the Model Cont | 3 | Claude Code, Codex, OpenCode | 2 | 9,962 tok |
| comparedge/pricing-api comparedge.com Free REST API and MCP server for verified SaaS, AI, and LLM pricing across 490+ tools. Ope | 3 | Codex, OpenCode | 1 | 544 tok |
| m2ai-mcp-servers/mcp-christensen Clayton Christensen persona agent - Strategic advisory through disruption theory and jobs- | 3 | Claude Code | 1 | 770 tok |
| mariorojasmz/apolo-cad CAD paramétrico 3D agente-nativo para maquinaria industrial (transportadores). Python + bu | 3 | Claude Code | 1 | 7,545 tok |
| gabrielrojasnyc/anatomy-of-a-knowledge-base Runnable teaching implementation of the Cerebras knowledge-base architecture: one embeddin | 3 | Claude Code, Codex, OpenCode | 2 | 1,176 tok |
| Mitscherlich/skills | 3 | Claude Code, Codex, OpenCode | 2 | 1,850 tok |
| zhuhongyin/global-ecom-skills I help you find hot, profitable products thats sell well overseas——no high barriers to ent | 3 | Claude Code, Codex | 5 | — |
| cyanheads/ris-austria-mcp-server npmjs.com Search Austrian consolidated federal & state law, court decisions, and the authentic Bunde | 3 | Claude Code, Codex, OpenCode | 2 | 15,968 tok |
| cyanheads/treasury-fiscaldata-mcp-server npmjs.com Query US Treasury national debt, interest rates, exchange rates, and 80+ fiscal datasets v | 3 | Claude Code, Codex, OpenCode | 2 | 14,978 tok |
| cyanheads/who-gho-mcp-server npmjs.com Query WHO Global Health Observatory data — 3,059 indicators across 194 member states with | 3 | Claude Code, Codex, OpenCode | 2 | 16,430 tok |
| mcfredrick/tenkai Tenkai — autonomous daily AI development news blog | 3 | Claude Code | 1 | 1,376 tok |
| Y4rd13/cyber-engine-tweak-mcp MCP server bridging Claude Code with Cyber Engine Tweaks in Cyberpunk 2077 — real-time Lua | 3 | Claude Code | 1 | 851 tok |
| indrasvat/shux shux.pages.dev A modern take on tmux | 3 | Claude Code, Codex, OpenCode | 11 | 6,164 tok |
| forgeopslabs/appstore-mcp MCP server (Rust, rmcp) exposing the Apple App Store Connect API — apps, in-app purchases, | 3 | Codex, OpenCode | 1 | 817 tok |