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 |
|---|---|---|---|---|
| CeasarJackson/nornir-mcp-server Nornir MCP Server for network automation | 0 | Claude Code, Codex, OpenCode | 2 | 689 tok |
| BAM-DevCrew/maxerviker-firefox-devtools-mcp Firefox DevTools for coding agents | 0 | Claude Code, Codex, OpenCode | 2 | 94 tok |
| zierocode/pir2-academy-obsidian-vault-mcp Safe local Obsidian Vault MCP for PiR2 Academy | 0 | Claude Code, Codex, OpenCode | 3 | 292 tok |
| GermaniU/comfyui-mcp 🎨 Servidor MCP HTTP/SSE para generación de imágenes con ComfyUI (SDXL / RTX 3060). Python | 0 | Codex, OpenCode | 1 | 900 tok |
| vokasug/tavily-mcp-proxy Reverse proxy for Tavily MCP with automatic switching between Tavily keys based on remaini | 0 | Codex, OpenCode | 1 | 8,087 tok |
| hieptran87/atlassian-mcp-server MCP server for Atlassian tools (Confluence, Jira) | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 14 | 2,281 tok |
| rohitcube/mcp-server-python-msn02eki Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| mohithchow/gridwatch-mcp MCP server exposing distributed industrial asset (battery storage/EV/solar/IoT) monitoring | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| 757607106/gjp-print-mcp | 0 | Codex, OpenCode | 1 | 1,260 tok |
| jyswee/tygagames tyga.games studio CLI - run your game publishing account from your coding agent. MCP + npm | 0 | Codex, OpenCode | 1 | 842 tok |
| hinoyayoi/japanese-learning-mcp Local-first MCP server for personal Japanese learning memory, mistakes, relations, and spa | 0 | Codex, OpenCode | 1 | 401 tok |
| Maaa2005/web-capability-compiler Compile existing websites into reusable, typed capabilities for MCP agents | 0 | Codex, OpenCode | 1 | 546 tok |
| Rayyan011/maldives-statistics-mcp Read-only TypeScript MCP server for the Maldives Bureau of Statistics (statisticsmaldives. | 0 | Codex, OpenCode | 1 | 897 tok |
| echoomegaprime/echo-qcoder Governed Qwen coding terminal, MCP tools, skills, and autonomous builder workflows for ECH | 0 | Claude Code, Codex, OpenCode | 2 | 473 tok |
| ramarivera/pal-mcp-server The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / | 0 | Claude Code, Codex, OpenCode | 4 | 3,590 tok |
| ttekun/bitbucket-cloud-mcp-server MCP server that lets AI assistants read and review your Bitbucket Cloud pull requests | 0 | Claude Code, Codex, OpenCode | 2 | 1,024 tok |
| sanchez314c/agent-nero Persistent Agent Pool MCP Server for Claude Code — Your Context Is Always Near. | 0 | Claude Code, Codex, OpenCode | 2 | 1,919 tok |
| sargue/ourgroceries-mcp MCP server for OurGroceries.com grocery list management | 0 | Codex, OpenCode | 1 | 1,435 tok |
| urjeetpatel/db-tools-mcp MCP server that gives AI agents fast, read-only access to SQL Server and Snowflake schema | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,856 tok |
| etheaven/codex-mcp-server Codex Mcp Server | 0 | Codex, OpenCode | 1 | 753 tok |
| felixkwasisarpong/incident-triage-mcp Incident Triage MCP is a Model Context Protocol–native incident‑response tool server. It e | 0 | Codex, OpenCode | 1 | 292 tok |
| sebazai/faceit-mcp | 0 | Claude Code, Codex, Cursor, OpenCode | 3 | 410 tok |
| FODYZ/yangmap Serveur MCP : quel chemin YANG/gNMI donne quelle information, sur quel equipement, dans qu | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,587 tok |
| amigo-ai/forge-mcp docs.amigo.ai Experimental MCP server prototype for Amigo Agent Forge workflows | 0 | Claude Code, Codex, OpenCode | 2 | 290 tok |
| kaizen-org/openapi-mcp-server MCP server that exposes any OpenAPI/Swagger API as MCP tools | 0 | Claude Code, Codex, Cursor, OpenCode | 8 | 2,074 tok |
| woodwosj/GhostShell MCP-native credential vault — AI agents authenticate without holding secrets | 0 | Claude Code, Codex, OpenCode | 5 | 286 tok |
| margusliinev/rhr-mcp Public Procurement Register MCP. | 0 | Codex, OpenCode | 1 | 406 tok |
| pr1m8/tavily-fastmcp | 0 | Codex, OpenCode | 1 | 935 tok |
| CenblueOne/tradingview-mcp-py MCP stdio server: 30 tools for stock analysis (TradingView TA, Yahoo Finance, IDX/BEI, bac | 0 | Codex, OpenCode | 1 | 1,238 tok |
| arr-mcps/profilarr-mcp Model Context Protocol for Dictionarry-Hub/Profilarr | 0 | Codex, OpenCode | 1 | 878 tok |
| arr-mcps/mylar3-mcp Model Context Protocol for MylarComics/mylar3 | 0 | Codex, OpenCode | 1 | 993 tok |
| Korck-lab/deepseek-mcp | 0 | Claude Code, Codex, OpenCode | 26 | 107 tok |
| ketankshukla/learn-mcp-agent-crew learn-mcp-agent-crew.vercel.app Project #4 in a learn-MCP series: an agent that hires help. spawn_agent is runAgentLoop ca | 0 | Claude Code, Codex, OpenCode | 3 | 159 tok |
| amit11-ibm/kernel-mcp AI-powered Linux kernel development MCP server for IBM Bob — 19 tools covering symbol sear | 0 | Codex, OpenCode | 1 | 862 tok |
| Kreativshikkk/MCP-system | 0 | Codex, OpenCode | 1 | 4,236 tok |
| amit11-ibm/JDD-Agent-OS-MCP JDD-Agent OS — Autonomous AI agent operating system with genetic evolution, multi-objectiv | 0 | Codex, OpenCode | 1 | 972 tok |
| Guipegoraro/opencode-bridge MCP server that lets Claude Code delegate coding tasks to external models running on a loc | 0 | Codex, OpenCode | 1 | 1,416 tok |
| cryptoyoginya/harness-health-engineering Personal life-quality OS: treats the body as an instrument, not a target. Whoop auto-inges | 0 | Claude Code, Codex, OpenCode | 5 | 3,414 tok |
| EthanH9977/ragic-mcp MCP server for Ragic HTTP API — read, write, approval, lock. Hidden API key setup; *.ragic | 0 | Codex, OpenCode | 1 | 3,161 tok |
| PhoebusForWork/jira-mcp | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,240 tok |
| lietblue/mcp | 0 | Codex, OpenCode | 1 | 15,022 tok |
| berntpopp/clingen-link genefoundry.org MCP server for ClinGen (Clinical Genome Resource): gene–disease validity, dosage sensitivi | 0 | Claude Code, Codex, OpenCode | 10 | 3,053 tok |
| berntpopp/gencc-link genefoundry.org MCP server for GenCC (Gene Curation Coalition): harmonized gene–disease validity classific | 0 | Claude Code, Codex, OpenCode | 11 | 1,240 tok |
| zhangtian-123/codex-memory Local Markdown-backed memory tools for Codex and MCP-capable agents. | 0 | Codex, OpenCode | 1 | 269 tok |
| goldandrei/MCP-App-GameScope | 0 | Claude Code, Codex, OpenCode | 2 | 32 tok |
| egargale/lb-mcp-ui-proxy MCP-UI Wrapper Proxy for Longbridge — turns plain JSON responses into interactive HTML UIs | 0 | Claude Code, Codex, OpenCode | 2 | 113 tok |
| lukleh/mcp-read-only-sql Secure MCP server providing read-only SQL access to PostgreSQL and ClickHouse databases | 0 | Codex, OpenCode | 1 | 767 tok |
| berntpopp/hgnc-link genefoundry.org MCP server for HGNC (HUGO Gene Nomenclature Committee, genenames.org): gene symbol and ID | 0 | Claude Code, Codex, OpenCode | 10 | 2,113 tok |
| LXVault/mcp | 0 | Codex, OpenCode | 1 | 2,220 tok |
| jonathan249/health-mcp personal mcp server sharing wellness data to agents | 0 | Codex, OpenCode | 1 | 589 tok |