31,986 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 agents7,720Claude Code6,662Data and AI3,665Backend and APIs3,500Languages3,396Planning3,238Git and workflow3,234Code review2,760Testing2,394Memory and context2,365Writing and docs2,333DevOps and cloud2,315Research2,289Frontend2,264Security2,036Project management1,736
All Claude Code31,986 Codex23,463 OpenCode22,407 GitHub Copilot3,565 Gemini CLI1,914 Cursor1,740 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| mcp-tool-shop-org/mcp-voice-soundboard mcp-tool-shop-org.github.io Text-to-speech MCP server — 48 voices, 9 languages, 5 presets, emotion spans, SSML-lite, m | 0 | Claude Code | 1 | 1,242 tok |
| emrgcl/Azure-Region-Advisor An MCP (Model Context Protocol) server for testing Azure region latency. | 0 | Claude Code, GitHub Copilot | 2 | 151 tok |
| alvarolloret/pipedrive-mcp MCP for Pipedrive | 0 | Claude Code, Codex, OpenCode | 2 | 325 tok |
| karbassi/confluence-adf-mcp MCP server for reading and writing Confluence pages in native ADF (Atlassian Document Form | 0 | Claude Code | 1 | 191 tok |
| mattma87/AgenticMCP | 0 | Claude Code | 1 | 475 tok |
| amyzlp/API-Testing-MCP | 0 | Claude Code | 1 | 372 tok |
| dtehan/second-brain second brain tool | 0 | Claude Code | 1 | 937 tok |
| cbsmiley/paperless-ngx-mcp-server MCP server for Paperless-NGX document management - supports both stdio (Claude Desktop) an | 0 | Claude Code | 1 | 769 tok |
| enboxorg/memoryd User-owned AI memory layer with task graph, built on DWN protocols. MCP server. | 0 | Claude Code, Codex, OpenCode | 2 | 6,194 tok |
| Stefan-Nitu/mcp-walkthrough | 0 | Claude Code | 2 | 40 tok |
| sombra-hq/sombra-mcp Sombra MCP stdio-to-HTTP bridge. Persistent reader mode for AI. | 0 | Claude Code | 1 | — |
| schlpbch/open-meteo-mcp-py A MCP server providing weather, snow conditions, and air quality tools via the Open-Meteo | 0 | Claude Code | 1 | 3,274 tok |
| aptible/aptible-mcp | 0 | Claude Code | 1 | 808 tok |
| jarrettmeyer/redactor-mcp | 0 | Claude Code | 6 | — |
| anbturki/kickd Background automation daemon with skill engine, task scheduler, MCP server, and Claude Cod | 0 | Claude Code | 1 | 950 tok |
| fmeies/etracker-mcp MCP server that opens the etracker analytics API to AI assistants over HTTP/SSE, with per- | 0 | Claude Code | 1 | 1,065 tok |
| Mutigen/packforge AI Agent Instruction Hub — orchestrates context-aware instruction packs for Cursor, Claude | 0 | Claude Code, Codex, Cursor, OpenCode | 3 | 3,123 tok |
| tyson-swetnam/hcdp-mcp Model Context Protocol (MCP) server for Hawaii Climate Data Portal API access | 0 | Claude Code | 2 | 724 tok |
| camerhann/aegea-drive-mcp | 0 | Claude Code | 1 | — |
| albertoelopez/claudecode-copy-img-mcp | 0 | Claude Code | 1 | 1,101 tok |
| rlaksana/mcp-everything-search MCP server for ultra-fast file search on Windows using Everything Search engine (400x fast | 0 | Claude Code | 1 | 881 tok |
| RanneG/linkup_mcp Custom MCP server for Cursor IDE with web search and RAG | 0 | Claude Code, Codex, Cursor, OpenCode | 3 | 6,918 tok |
| mareurs/researcher Fast AI research agent in Rust — local GPU or OpenAI, MCP server included | 0 | Claude Code | 1 | 4,383 tok |
| mr-exitgames/salt-bridge Salt Bridge - MCP server for managing Qubes OS VMs | 0 | Claude Code | 1 | 1,066 tok |
| TejGandham/parchmark-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,485 tok |
| btafoya/boxes-mcp MCP server for managing GNOME Boxes VMs through libvirt - VM lifecycle, snapshots, and saf | 0 | Claude Code | 1 | 4,459 tok |
| ytthuan/powerpoint-python-pptx-mcp mcp server for powerpoint | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 6 | 7,816 tok |
| lgscvb/levelup-log levelup-log-web.vercel.app Turn your daily grind into a game. MCP Server for AI assistants that records micro-achieve | 0 | Claude Code | 1 | 4,525 tok |
| ab300819/codex-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 711 tok |
| Sudo-psc/mcp-ninsaude MCP Server for NINSAÚDE Clinic API - 60+ tools for healthcare management with built-in rat | 0 | Claude Code | 1 | 1,738 tok |
| yedidya-buildfy/icon-mcp | 0 | Claude Code | 1 | 505 tok |
| Earlybird-Technology/mcp-gemini-image MCP server for gemini image generation | 0 | Claude Code | 1 | 335 tok |
| PavelKosik/finance-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 990 tok |
| sejongjeong/runai-mcp | 0 | Claude Code | 1 | 807 tok |
| engineering-with-ai/python-mcp-server Domain-powered MCP server — RAG/Graph | 0 | Claude Code | 1 | 2,126 tok |
| muammar-yacoob/kicad-mcp Model Context Protocol (MCP) server for automated KiCad PCB design | 0 | Claude Code | 1 | 1,880 tok |
| Beldangi-fax-Machine/TRIPO-MCP-CLAUDE-GODOT | 0 | Claude Code | 1 | 2,180 tok |
| starter-series/mcp-server-starter starter-series.github.io MCP server starter — TypeScript + npm OIDC publishing + CI/CD. Part of Starter Series. | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,719 tok |
| GabrielBertoli/openclaw-mcp 🦞 Hardened MCP server for OpenClaw ↔ Claude Code bridge (forked from freema/openclaw-mcp) | 0 | Claude Code | 1 | 989 tok |
| vtmade/excalidraw-mcp-app | 0 | Claude Code | 1 | 1,800 tok |
| bidouilles/mobile-pilot-mcp MCP server for mobile simulator control with live dashboard. Perfect for Flutter developme | 0 | Claude Code, Codex, OpenCode | 2 | 4,391 tok |
| Chen19007/godot-mcp Godot GDScript MCP Server — automated checking tools (lint + format + export validation) | 0 | Claude Code | 1 | 574 tok |
| archolet/claude-gemini-bridge Claude Code icin Vertex AI uzerinden Gemini 3 modellerine erisim saglayan MCP sunucusu | 0 | Claude Code | 1 | 2,021 tok |
| Mocha-s/mem0_mcp_server | 0 | Claude Code | 1 | 1,609 tok |
| sens8tion/trello-mcp-server Cloud-hosted MCP server for Trello — replaces snapshot/propose/apply workflow | 0 | Claude Code | 2 | 692 tok |
| McCullonas/mcp-opentripmap MCP server for points of interest discovery via OpenTripMap | 0 | Claude Code | 1 | 723 tok |
| monthop-gmail/thudong-mcp-claude MCP Server for Post-Thudong Survey RAG — Wat Pa Roi Pi, Luang Pho Wiriyang (December 12–15 | 0 | Claude Code | 1 | 1,504 tok |
| Stella2211/mcp-apps-todo | 0 | Claude Code | 1 | 967 tok |
| OperatingSystem-1/mcp-git-coord MCP server that coordinates multiple AI coding agents working on the same codebase | 0 | Claude Code | 6 | 171 tok |
| Sub-lime-time/mcp-obsidian MCP Server developed in Python | 0 | Claude Code | 1 | 717 tok |