31,993 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742
All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 |
| paztek/twinkly-mcp A MCP Server to give control of your Twinkly lights to your AI Agents | 0 | Claude Code | 1 | 5,998 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 |
| 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 |
| 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 | — |
| 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 |
| bb4rjfl/saju-concierge Saju Concierge — Korean fortune-telling MCP server (사주 운세). Agentic Player 10. | 0 | Claude Code | 5 | 2,444 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 |
| miguel-escribano/openair-3-mcp-server-oss Open-source MCP server for the openair R package — CSV/Excel ingest, AURN/EU import, publi | 0 | Claude Code | 1 | 1,023 tok |
| praxeo/openrouter-MCP | 0 | Claude Code | 1 | 563 tok |
| hobsojam/mechanical-turk Human-operator console that AI agents connect to via MCP | 0 | Claude Code | 3 | 618 tok |
| andysom25/codegraph Local-first code intelligence library, CLI, and MCP server — builds a SQLite knowledge gra | 0 | Claude Code | 3 | 8,434 tok |
| brickshubkuwait/roster-cli-mcp Query your team's work from the terminal or Claude | 0 | Claude Code | 1 | 505 tok |
| DennisKonrad/dndbeyond-mcp | 0 | Claude Code | 1 | 898 tok |
| vaxosv/FirabasePostMCP | 0 | Claude Code, Codex, OpenCode | 2 | 1,353 tok |
| Rexpeto/Venezuela-fakenew verificavenezuela.com Servidor MCP para detectar, verificar y analizar Fake News y desinformación en el contexto | 0 | Claude Code | 6 | — |
| johnjanthony/Switchboard Human-in-the-loop input gateway for AI agents: pause mid-task and answer from your phone. | 0 | Claude Code | 1 | 7,188 tok |
| fengredrum/x2md Convert .docx files to Markdown with MCP server | 0 | Claude Code | 1 | 852 tok |
| ojimpo/otp-mcp MCP server exposing a self-hosted OpenTripPlanner instance for accurate Kanto rail/subway | 0 | Claude Code | 1 | 2,328 tok |
| judas-priest/vecmory MCP server for AI agent contextual memory with graph-based knowledge storage | 0 | Claude Code | 1 | 601 tok |
| vsl8/ansible-mcp-server Lets Build the Great way to work Ansible with AI | 0 | Claude Code, Codex, GitHub Copilot | 3 | 3,425 tok |
| leanhduy-iuh/notebooklm-mcp-fork | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 7,036 tok |
| codewithabdulrahman/youtube-mcp | 0 | Claude Code | 2 | 1,730 tok |
| forthy/effect-qa-mcp | 0 | Claude Code, Codex, OpenCode | 34 | 1,246 tok |
| 22syn/telegram-user-mcp MCP server that connects as a real Telegram user (MTProto) — read/search messages, list ch | 0 | Claude Code | 1 | 648 tok |
| leolobato/bambu-gateway-mcp MCP server for Bambu Gateway to slice for and print on Bambulab 3D printers | 0 | Claude Code | 1 | 1,034 tok |
| dataAnalysis2023/keel-core Motor de extensión cognitiva personal — local first, MCP ready, keel SOS | 0 | Claude Code | 1 | 636 tok |
| foursecondfivefour/aether-linux-mcp-server AETHER_02 — Full-spectrum Linux MCP Server on Rust. 12 tools, 99.9% system management cove | 0 | Claude Code, Codex, GitHub Copilot | 2 | 212 tok |
| debaditya-mohankudo/splunk-intelligence On-device Splunk investigation stack — deterministic Polars detectors exposed as MCP tools | 0 | Claude Code | 1 | 582 tok |
| lijunjie469/MODULAR-RAG-MCP-SERVER | 0 | Claude Code, Codex | 11 | 434 tok |
| dddpaul/okf-mcp-server | 0 | Claude Code | 4 | 2,089 tok |
| ikerrrrrrrrrrr/vid-agent-mcp MCP server for video understanding -- transcribe Bilibili videos, search, and analyze loca | 0 | Claude Code | 1 | 302 tok |
| kiuru/openclaw-mcp-tools My OpenClaw MCP tools | 0 | Claude Code, Codex | 2 | — |
| vickhunter/cursor_mcpserver_buildnight | 0 | Claude Code | 1 | — |
| AceDataCloud/WebExtratorMCP MCP server for web extraction and rendering via Ace Data Cloud. | 0 | Claude Code | 1 | 356 tok |
| LembaGang/chirindo Chirindo — a fail-closed cryptographic gate for the MCP tool-call boundary. The watchtower | 0 | Claude Code | 1 | 276 tok |