43,832 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 agents7,763Claude Code6,670Data and AI3,659Backend and APIs3,501Languages3,393Git and workflow3,250Planning3,235Code review2,768Testing2,411Memory and context2,367Writing and docs2,341DevOps and cloud2,324Research2,284Frontend2,272Security2,048Project management1,751
All Claude Code31,994 Codex23,528 OpenCode22,474 GitHub Copilot3,571 Gemini CLI1,915 Cursor1,736 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 |
| Qvakk/docs-scraper-shell-for-mcp | 0 | GitHub Copilot | 1 | 2,259 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 |
| Hiroto0706/toggl_track_mcp_server An MCP server that retrieves Toggl Track data. | 0 | Codex, OpenCode | 1 | 313 tok |
| Tapojit/schwab-mcp Chat with your portfolio. | 0 | Codex, OpenCode | 1 | 1,708 tok |
| michelfritzschjoin/join-ms-365-mcp-server A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office servic | 0 | Cursor | 1 | 817 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 |
| MikBin/jules-mcp jules mcp server | 0 | Codex, OpenCode | 1 | 2,052 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 |
| stijnv18/MCP-Server Very baisc mcp server | 0 | GitHub Copilot | 1 | 468 tok |
| leduardoaraujo/postgressql-mcp | 0 | Codex, OpenCode | 1 | 1,787 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 |
| lazy-dinosaur/electron-test-mcp MCP server for testing Electron apps via Playwright - supports both CDP connection and dir | 0 | Codex, OpenCode | 1 | 1,632 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 |
| OriShmila/alpha-vantage-mcp-server | 0 | Cursor | 1 | 4,800 tok |
| ashwinmram/mcp-server Central MCP server for storing and querying lessons learned and project-specific implement | 0 | Cursor | 1 | 139 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 |
| exqlnet/unofficial-perplexity-mcp | 0 | Codex, OpenCode | 1 | 143 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 |
| khill1269/servalsheets-v2 ServalSheets v2.0.0 — Production MCP Server for Google Sheets. 25 tools, 407 actions, MCP | 0 | Claude Code | 25 | 2,947 tok |
| xar/bing-ads-mcp | 0 | Claude Code | 1 | 1,218 tok |
| wellWINeo/buildout-mcp Better MCP server for buildin.ai | 0 | Codex, OpenCode | 1 | 2,323 tok |
| evans-sam/fireflies-mcp An MCP server for fireflies | 0 | Claude Code, Codex, OpenCode | 2 | 715 tok |
| sebastienlevert/kiota-mcp | 0 | Claude Code | 10 | — |
| Wyrhta-Labs/heorth-mcp Standalone MCP container for the Wyrhta Labs household - serves Heorth and KithLedger tool | 0 | Claude Code, Codex, OpenCode | 2 | 2,141 tok |
| tetracoralla/decision-table Deterministic decision and constraint primitives for AI agents, distributed as a Codex plu | 0 | Codex, OpenCode | 1 | 500 tok |
| complynx/ff-mcp Firefox-attached MCP server | 0 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,003 tok |