23,819 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977
All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| tyejcoleman/tokenroom Make your coding agent aware of its own budgets — feeds Claude Code's rate-limit and conte | 0 | Claude Code, Codex, OpenCode | 7 | 1,932 tok |
| Facets-cloud/control-plane-openapi-mcp Facets Control plane OpenAPI catalog exposed as an MCP server - can be used to write scrip | 0 | Codex, OpenCode | 1 | 871 tok |
| hickeroar/outlook-mcp MCP server for Microsoft Outlook — search, send, and manage mail and calendar with browser | 0 | Codex, OpenCode | 1 | 1,237 tok |
| rodcordeiro/minecraft_mcp MCP server for Minecraft map points, recipes/guides, and optional exaroton file/world acce | 0 | Codex, OpenCode | 1 | 579 tok |
| hirotgr/tradingview-mcp-codex TradingView Desktop MCP bridge adapted and maintained for Codex | 0 | Claude Code, Codex, OpenCode | 2 | 4,067 tok |
| yamashin55/okta-mcp-cloudflare-demo A reference implementation of a remote MCP server on Cloudflare Workers, protected by an O | 0 | Codex, OpenCode | 1 | 360 tok |
| BnJam/eo-processor-mcp | 0 | Codex, GitHub Copilot, OpenCode | 2 | 3,293 tok |
| robin-collins/m365-mcp Minimal, powerful MCP server for Microsoft Graph API (Outlook, Calendar, OneDrive) | 0 | Claude Code, Codex, OpenCode | 2 | 5,165 tok |
| juyamagu/azure-updates-mcp-server An MCP server that provides AI assistants with seamless access to Azure service updates, r | 0 | Claude Code, Codex, OpenCode | 15 | 70 tok |
| reasvyn/docsgrep MCP Server to explore local and remote documentation | 0 | Claude Code, Codex, OpenCode | 4 | 749 tok |
| NO-Product/knowledgebase-mcp A zero-database MCP knowledgebase template for Vercel. | 0 | Claude Code, Codex, OpenCode | 2 | 423 tok |
| kev489/gpt-tool-use MCP server that routes Claude Code research and image generation through ChatGPT via Playw | 0 | Codex, OpenCode | 1 | 1,787 tok |
| ilhamdoanggg/aseprite-mcp | 0 | OpenCode | 5 | — |
| stevebrownlee/storybook-mcp | 0 | Codex, OpenCode | 1 | 2,809 tok |
| whelp99-code/sangfor-mcp-workflow | 0 | Codex, OpenCode | 1 | 604 tok |
| aminfara/matrix Multi-Agent Task & Requirement IndeX — A local, project-scoped Requirement Management MCP | 0 | Codex, OpenCode | 1 | 854 tok |
| EarthChen/mcp-feedback-enhanced Enhanced MCP server for interactive user feedback and command execution in AI-assisted dev | 0 | Claude Code, Codex, OpenCode | 2 | 1,327 tok |
| Rethunk-AI/clodbridge MCP server bridging Cursor's .cursor/ directory into Claude Code. Define custom rules, ski | 0 | Claude Code, Codex, Cursor, OpenCode | 13 | 1,841 tok |
| LuisCarlosLopes/codesteer-atlas A local MCP server for codebase indexing and hybrid semantic search. Powering AI agents wi | 0 | Codex, OpenCode | 1 | 6,326 tok |
| 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 |
| 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 | 605 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 |
| 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, OpenCode | 2 | 609 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 |
| margusliinev/rhr-mcp Public Procurement Register MCP. | 0 | Codex, OpenCode | 1 | 406 tok |
| AntonioBlago/visiblyai-mcp-server visibly-ai.com MCP server for Visibly AI: 51 SEO tools for Claude Code, Cursor and other MCP clients. Key | 0 | Claude Code, Codex, OpenCode | 2 | 1,506 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 |
| chlee1001/excalidash-mcp An unofficial MCP server for browsing, creating, and editing drawings in self-hosted Excal | 0 | Codex, OpenCode | 1 | 1,238 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 |