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 |
|---|---|---|---|---|
| kud/mcp-bsky kud.io MCP server for Bluesky — search, read, and post via the AT Protocol. | 0 | Claude Code | 1 | 226 tok |
| elfensky/macos-apps-mcp One consolidated MCP server for native macOS apps (Calendar, Reminders, Mail, …) — Python | 0 | Claude Code, Codex, OpenCode | 2 | 1,599 tok |
| dcosodev/market-inspector market-inspector.vercel.app Multi-asset market intelligence agent demo for the Kaggle AI Agents capstone. | 0 | Codex, OpenCode | 9 | 472 tok |
| yfysnp/apple-mcp | 0 | Claude Code | 1 | 271 tok |
| DC925928496/AI-godot-mcp AI-godot-mcp is a standalone Godot MCP service scaffold focused on real game development w | 0 | Claude Code, Codex, OpenCode | 5 | 251 tok |
| liewcc/Herald_MCP Peer-to-peer AI communication system — lets Claude instances on different machines talk to | 0 | Claude Code | 1 | 1,142 tok |
| lahuman/mcp-variable | 0 | Codex, OpenCode | 1 | 1,748 tok |
| zhixuan2333/PPK2-MCP | 0 | Claude Code | 1 | — |
| Lobang-Scout/sg-connectors Free, no-auth MCP connectors for Singapore SME data surfaces. First: sg-company-lookup (AC | 0 | Claude Code | 1 | 495 tok |
| shadid06/github-issue-tracker-mcp | 0 | Claude Code | 1 | 746 tok |
| dvnc-labs/video-probe-mcp Inspect local video and audio files with ffprobe from any MCP client. | 0 | Codex, OpenCode | 1 | 746 tok |
| Rajpopzein/yt-mcp yt-mcp-ashy.vercel.app | 0 | Claude Code, Codex | 5 | — |
| shermozle/lms-mcp Model Context Protocol server for Lyrion Music Server (LMS) JSONRPC API | 0 | Codex, OpenCode | 1 | 945 tok |
| im-girisankar/mcp-toolbox [WIP experiment] MCP server exposing repo-search, reliability, and redteam tools to agents | 0 | Claude Code | 1 | 214 tok |
| raldypessireron-dev/tradingview-mcp TradingView MCP server - control TradingView Desktop via Claude | 0 | Claude Code | 1 | 1,873 tok |
| Abhiroy17/tradingview-mcp | 0 | Claude Code, GitHub Copilot | 2 | 4,753 tok |
| matthijs1000/indesign-mcp MCP server that connects Claude Code to Adobe InDesign via osascript + ExtendScript | 0 | Claude Code | 1 | 830 tok |
| mlnima/browser-use-native-windows Browser use MCP which only use your mouse, keyboard, screenshot, windows accessibility, No | 0 | Codex, OpenCode | 1 | 234 tok |
| expandingideas-ai/Mnemo-MCP | 0 | Claude Code, Codex, OpenCode | 2 | 6,417 tok |
| cmagorian/trainheroicMcp TrainHeroic MCP | 0 | Claude Code | 1 | 1,237 tok |
| scotteratigan/minecraft-rcon-mcp | 0 | Claude Code | 1 | 1,008 tok |
| albeorla/personal-finance-agent Local MCP server giving an AI agent grounded, evidence-backed personal-finance tools: cash | 0 | Claude Code, Codex, OpenCode | 4 | 303 tok |
| TrevorSquillario/ome-mcp Unofficial OME MCP Server | 0 | Claude Code | 1 | 1,644 tok |
| SPS-Tech-is-now/weblogic-mcp This repository contains the MCP server for Weblogic | 0 | Claude Code | 1 | 2,449 tok |
| a-g-e-n-t-s/mcp-server-discord KĀDI mcp-server-discord | 0 | Claude Code | 1 | 2,916 tok |
| a-g-e-n-t-s/mcp-server-slack KĀDI mcp-server-slack | 0 | Claude Code | 1 | 3,078 tok |
| a-g-e-n-t-s/mcp-client-discord KĀDI mcp-client-discord | 0 | Claude Code | 1 | 2,211 tok |
| a-g-e-n-t-s/mcp-client-slack KĀDI mcp-client-slack | 0 | Claude Code | 1 | 1,914 tok |
| anthromorphic-ai/te-sample-mcp-onboarding | 0 | Claude Code | 1 | 1,489 tok |
| Clew-Code/mcp-coco MCP Bridge: OpenClaw ↔ Hermes Agent | 0 | Codex, OpenCode | 1 | 338 tok |
| yoloyash/web-basics-mcp | 0 | Codex, OpenCode | 1 | 763 tok |
| null-create/shodan-mcp-server An MCP server that provides Shodan query functionality to AI Agents | 0 | Codex, OpenCode | 1 | 1,189 tok |
| Krat12/mcp-code-index | 0 | Codex, OpenCode | 1 | 3,858 tok |
| wynnset/marketplace-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 3,860 tok |
| exabyteso/mailpit_mcp MCP server and HTTP client for Mailpit local email testing | 0 | Codex, OpenCode | 1 | 178 tok |
| jamesaoyama/fugu-mcp Sakana Fugu (multi-model orchestration) as MCP tools for Claude Code & OpenClaw — ask_fugu | 0 | Claude Code | 4 | — |
| sysphcd/claude_code_custom_mcp_server Build a custom mcp server within Claude code to fetch image, resize and remove background | 0 | Claude Code | 2 | 895 tok |
| digster/obsidian-cli-mcp | 0 | Claude Code | 1 | 189 tok |
| Ham12-3/tradinview-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 96 tok |
| a-g-e-n-t-s/mcp-server-git KĀDI mcp-server-git | 0 | Claude Code | 1 | 11,772 tok |
| MrFalach/local-agent MCP server for Claude Code — auto-routes code tasks to a local model (free) and complex ta | 0 | Claude Code | 1 | 1,353 tok |
| juanleon8581/taiga-mcp MCP server for Taiga project management API | 0 | Claude Code | 3 | 479 tok |
| kud/mcp-qobuz kud.io 🎵 MCP server for Qobuz — search, browse, and explore your music library via AI | 0 | Claude Code, GitHub Copilot | 2 | 1,880 tok |
| andyjianzhou/imessage-send-mcp Minimal MCP server to send iMessages via macOS Messages app (osascript, no Full Disk Acces | 0 | Claude Code | 1 | 254 tok |
| markobullrush/motion-mcp-2 | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| markobullrush/motion-mcp-3 | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| NcrMancer/concisr Token compression for AI contexts. By GreyMatter | 0 | Claude Code | 1 | 909 tok |
| rapaul/moo2-mcp MCP Server for Master of Orion 2 - Reverse engineer game state by peeking at memory | 0 | Claude Code | 11 | 154 tok |
| alejandroviera/zephyr-squad-server-mcp MCP server for Zephyr Squad Server/Data Center — drive ZAPI test management from an AI age | 0 | Claude Code | 1 | 2,167 tok |
| believe3344/multimodal-mcp Give any MCP client (opencode / Claude Desktop / Cursor / Cherry Studio, etc.) a pair of " | 0 | Claude Code | 1 | 997 tok |