43,853 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 agents7,784Claude Code6,676Data and AI3,658Backend and APIs3,500Languages3,392Git and workflow3,252Planning3,233Code review2,768Testing2,420Memory and context2,364Writing and docs2,341DevOps and cloud2,330Research2,286Frontend2,271Security2,055Project management1,754
All Claude Code32,000 Codex23,558 OpenCode22,502 GitHub Copilot3,568 Gemini CLI1,915 Cursor1,737 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| kaero313/barrier-free-mobility-mcp | 0 | Codex, OpenCode | 1 | 1,077 tok |
| LePomas/garminconnect-mcp MCP server exposing personal Garmin Connect data to Claude, Codex, and Gemini CLI — a thin | 0 | Codex, Gemini CLI, OpenCode | 2 | 765 tok |
| allardhoeve/foundry-cli A CLI and MCP server for FoundryVTT | 0 | Claude Code | 1 | 617 tok |
| mocchalera/xserver-files-mcp Local stdio MCP server and CLI for safe XServer file operations over SFTP. | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 571 tok |
| datacore-one/datacore-mcp MCP server exposing Datacore knowledge and learning capabilities | 0 | Claude Code | 1 | 206 tok |
| mayanks/null0 An open-source MCP server that connects AI assistants (Claude, ChatGPT, and others) to you | 0 | Claude Code | 1 | 950 tok |
| lxnewayfarer/gitlab-mcp A production-ready OAuth 2.0 MCP server that lets AI agents interact with GitLab through a | 0 | Claude Code | 1 | 1,494 tok |
| devanshu-tg/tg-sf-mcp | 0 | Claude Code | 1 | 3,090 tok |
| jacobwjs/brand-images-to-notion Generate on-brand images with gpt-image-2 and upload them into Notion — an MCP server Clau | 0 | Claude Code | 1 | 1,177 tok |
| Salman0076/mongodb-intelligence-mcp | 0 | Cursor | 1 | 515 tok |
| 4nm1tsu/vikunja-mcp | 0 | Claude Code | 1 | 2,215 tok |
| PieterVDMerwe/ollama-wrapper-mcp A Python-based Model Context Protocol (MCP) server wrapping local Ollama capabilities. | 0 | Claude Code, Codex | 1 | — |
| kieksme/mcp-hashnode MCP server for the Hashnode GraphQL API — create drafts, publish posts, manage your blog v | 0 | Codex, OpenCode | 1 | 52 tok |
| jiridudekusy/signal-cli-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 825 tok |
| zeal-tristian-chevier/containerized-freshbooks-mcp | 0 | Claude Code | 3 | 818 tok |
| neflingcreations/PBI-MCP MCP server giving AI agents live access to Polish business data — VAT whitelist (Biała Lis | 0 | Codex, OpenCode | 1 | 1,250 tok |
| PRojas01/SP-DevControl Local governance layer for AI-assisted development. Policy enforcement, approval gates, au | 0 | Claude Code, Cursor | 3 | 724 tok |
| gblush/impactdotcom-mcp | 0 | Claude Code | 1 | 1,192 tok |
| e2its/myrmion-graphrag Servidor MCP que expone una base GraphRAG local (LightRAG + Ollama) a Claude Code en VS Co | 0 | Claude Code | 3 | 1,198 tok |
| luislopezsanchez/n8n-mcp-server Servidor MCP para n8n — fork de czlonkowski/n8n-mcp optimizado para producción con Docker | 0 | Claude Code | 9 | 2,581 tok |
| tlaakso07/linear-mcp Production-grade MCP server for Linear. | 0 | Claude Code | 1 | 327 tok |
| The-Endurance-Group/commonality-mcp MCP-native Commonality — sales intelligence as a Claude connector | 0 | Claude Code | 1 | 2,185 tok |
| gavinsomers/obsidian-mcp-context Turn textual Obsidian vaults into AI-ready context exposed through MCP. | 0 | Codex, OpenCode | 1 | 350 tok |
| paztek/twinkly-mcp A MCP Server to give control of your Twinkly lights to your AI Agents | 0 | Claude Code | 1 | 5,998 tok |
| xleepy/android-emulator-mcp An MCP server for inspecting and controlling Android devices through ADB | 0 | Codex, OpenCode | 1 | 490 tok |
| Claire-s-Monster/pixi-task A secure MCP server providing controlled access to pixi tasks and commands, eliminating ag | 0 | Claude Code | 5 | 3,494 tok |
| domucchi/peer-cli-mcp MCP bridge for calling local coding-agent CLIs such as Codex and Claude Code | 0 | Codex, OpenCode | 1 | 115 tok |
| edudutra/mcp-tableau Servidor [Model Context Protocol](https://modelcontextprotocol.io) construído com [FastMCP | 0 | Claude Code, Codex, OpenCode | 22 | 1,580 tok |
| Nhuajia/RAG_MCP | 0 | Claude Code, Codex | 9 | — |
| rubencodex86/molonion-graphql-mcp MCP server for moloniON - Software de faturação | 0 | Claude Code | 1 | 2,832 tok |
| C9Boom7/recycling-helper-mcp MCP server that provides guidance on properly sorting and disposing of confusing household | 0 | Claude Code, Codex, OpenCode | 2 | 653 tok |
| Syamsuddin/MikroCLAW Agent MCP AI untuk Mikrotik | 0 | Claude Code | 12 | — |
| jorsenc/image-gen-mcp MCP Server for Image Generation using Pollinations.ai | 0 | Claude Code | 2 | 1,066 tok |
| nacho4d/mcp-web-search A local MCP server that gives Claude web search and page fetching capabilities — built to | 0 | Codex, OpenCode | 1 | 472 tok |
| valternunez/refract Agent-first responsive screenshots — render a URL at N viewports, get images + structured | 0 | Codex, OpenCode | 1 | 988 tok |
| i2mint/enlace_connector Deploy Python functions as authenticated MCP connectors on an enlace platform | 0 | Claude Code | 1 | — |
| itayshmool/images-mcp Images MCP Server - Generate and edit images via Google Gemini | 0 | Claude Code | 1 | — |
| tools-for-agents/lens tools-for-agents.github.io 🔎 Token-efficient code & doc retrieval for agents: FTS5 search, symbol outlines, surgical | 0 | Codex, OpenCode | 1 | 717 tok |
| tools-for-agents/agent-hq tools-for-agents.github.io 🛰️ Operating platform for an all-agent company: shared memory, kanban-for-agents, agent r | 0 | Codex, OpenCode | 1 | 1,041 tok |
| florianbuetow/low-latency-tts-api-server-mcp Local text-to-speech CLI and API server powered by the tiny tts kokoro model via tts.cpp, | 0 | Claude Code, Codex, OpenCode | 2 | 1,030 tok |
| theperrygroup/Dotloop-MCP | 0 | Codex | 1 | — |
| alexlivre/minimax-image-mcp MCP server for MiniMax image generation API (image-01) | 0 | Codex, OpenCode | 1 | 697 tok |
| bb4rjfl/saju-concierge Saju Concierge — Korean fortune-telling MCP server (사주 운세). Agentic Player 10. | 0 | Claude Code | 5 | 2,444 tok |
| 0xFieldsy/node-mcp-template Build stdio and HTTP MCP servers in Node.js with modern tooling | 0 | Codex, OpenCode | 1 | 335 tok |
| helloNice/ssh-mcp-jumpserver | 0 | Claude Code, Codex, OpenCode | 2 | 1,457 tok |
| kkk2jp/atodeyomu-mcp | 0 | Claude Code | 1 | — |
| coldzero94/cold-frame Local-first memory for AI agents — one SQLite file you own, offline, no API key. Claude Co | 0 | Claude Code | 3 | 6,909 tok |
| khuongtt/codeparse-mcp | 0 | Claude Code, GitHub Copilot | 3 | 4,114 tok |
| Grinv/mcp-server-template Template for building TypeScript MCP servers (stdio, .mcpb packaging, CI). Reusable carcas | 0 | Claude Code, Codex, OpenCode | 2 | 1,301 tok |
| astragenie/astramem-local Local-first memory daemon for AI coding agents — SQLite + sqlite-vec + FTS5 + Ollama/Azure | 0 | Claude Code, Codex, OpenCode | 9 | 4,240 tok |