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 |
|---|---|---|---|---|
| F-e-u-e-r/tradingview-mcp Review-only MCP bridge for TradingView Desktop — 7 tools over a verified loopback CDP boun | 0 | Claude Code | 1 | 390 tok |
| halaprix/bd-explore halaprix.github.io Ask a beads store questions, codegraph-style: verbatim beads + relationship neighborhoods | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,728 tok |
| SagaSmithAI/sagasmith-narrative System-neutral SagaSmith Narrative domain, MCP, Skills, and project generation | 0 | Claude Code, Codex, OpenCode | 2 | 396 tok |
| ekam-mann/sleeper-fantasy-mcp- MCP server that turns your Sleeper league into league-accurate fantasy advice - drafting, | 0 | Claude Code | 1 | 1,266 tok |
| tkuan/uStoreBackoffice-mcp uStore Backoffice REST API mcp - uStore version 26.2 | 0 | Claude Code | 1 | 1,623 tok |
| knahsirV/garmlink | 0 | Claude Code | 1 | 1,077 tok |
| quzhiii/ai-disk-doctor-integrations Universal local Agent Skill and MCP integration for AI Disk Doctor | 0 | Claude Code, Codex, OpenCode | 2 | 1,130 tok |
| nhochstetler/SEC-Filings-Vector-Database Turn SEC EDGAR filings into a searchable RAG corpus: chunked filings in Weaviate, XBRL fig | 0 | Claude Code | 1 | 5,440 tok |
| olykov/node-red-contrib-mcp-server-readonly Read-only Node-RED MCP server package | 0 | Claude Code, Codex, OpenCode | 2 | 286 tok |
| dmc5179/redhat-security-data-api-mcp | 0 | Claude Code | 1 | 1,550 tok |
| Walessonrdreis/omie-mcp-v1.0 | 0 | Claude Code, Codex | 14 | — |
| File1979/mcp-document-tools | 0 | Claude Code | 1 | 1,017 tok |
| tecof/tecof-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 251 tok |
| willTerner/baomihua-formatter-mcp A standalone Node.js MCP server for inspecting and operating on media files in OpenList an | 0 | Claude Code, Codex, OpenCode | 2 | 1,379 tok |
| masoniqbal777/Business-Central-Mcp | 0 | Claude Code | 2 | 6,026 tok |
| Trum-ok/tutu-mcp-hackathon trum-ok.github.io | 0 | Claude Code | 7 | 510 tok |
| krishna-astrasols/reddit-mcp-server | 0 | Claude Code | 1 | 4,759 tok |
| FahadEjaz/magento-mcp | 0 | Claude Code | 1 | 1,535 tok |
| 8C9D/outlook-mcp MCP server connecting Claude to a personal Outlook mailbox via Microsoft Graph — 40 tools | 0 | Claude Code | 1 | 764 tok |
| chemisttt/tutu-mcp-kit tutu-mcp-kit.vercel.app Let's go! Tickets and hotels together. Hackathon Tutu MCP. | 0 | Claude Code, Codex, OpenCode | 2 | 858 tok |
| hossein-finlex/web-mcp-hello demonstration of how we can use google webmcp and backend mcp to do work in the backend an | 0 | Claude Code | 1 | 2,113 tok |
| VampSlayer/Corpus A mcp context server for you entire code base | 0 | Claude Code, Codex | 1 | — |
| asepharyana/mcpedia wiki.asepharyana.my.id Content-first knowledge base: Web UI + MCP server + tRPC API, shared Core. | 0 | Claude Code, Codex, OpenCode | 2 | 612 tok |
| bomsan69/mysql-mcp-server MCP server for running SELECT/INSERT/UPDATE/DELETE queries against MySQL | 0 | Claude Code, Codex, OpenCode | 2 | 3,043 tok |
| nodormu/unreal-mcp-additional-tools These tools complement and pick up where the Epic official unreal tools leave off. No dupe | 0 | Claude Code | 1 | 1,727 tok |
| elefant-coder/skill-hub An internal skill distribution hub — a self-deployed template for distributing Claude Code | 0 | Claude Code | 1 | 1,156 tok |
| mahmouddattiaa/Genesys-Archivist | 0 | Claude Code, Codex, OpenCode | 2 | 2,343 tok |
| ossenna-hq/MCP_LTSpice Portable public integration fork of the LTspice MCP server, with generic Codex deployment | 0 | Claude Code | 1 | 5,437 tok |
| ymo6/illustrator-figure-mcp Given a png, regenerate with Illustrator | 0 | Claude Code | 1 | 1,304 tok |
| haisamar/agentguard agentguard-eight.vercel.app Identity security for AI agents using Auth0, OAuth, MCP, contextual policy | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| nyxandro/tutu-hackathon How to get there: search for the nearest way to travel using live data from Tutu via MCP | 0 | Claude Code | 1 | 4,121 tok |
| luizanunciostoca/toca-mcp-server | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 23 | 1,778 tok |
| Angad816/GITPILOT-MCP---AI-POWERED-GITHUB-TOOL-CONTEXT-LAYER “A developer assistant that lets an LLM securely understand and perform authorized GitHub | 0 | Claude Code | 1 | 673 tok |
| xiaoxinbuxingyeyuan/MODULAR-RAG-MCP-SERVER Production-oriented modular RAG MCP server for study-abroad knowledge retrieval | 0 | Claude Code, Codex | 9 | — |
| hlucent/seoul-uncomfort-report-mcp | 0 | Claude Code | 1 | 2,071 tok |
| tetracoralla/BatchTicket Deterministic, token-aware structured-data transformation runtime for agents | 0 | Claude Code, Codex, OpenCode | 2 | 739 tok |
| WizardHeHeJun/AutoPlayQA Android game QA automation framework: a deterministic perception + action + recognition-ga | 0 | Claude Code | 9 | — |
| Fatih0234/web-searxng Local on-demand web search for coding agents — SearXNG + safe reader + MCP (lazy Docker, S | 0 | Claude Code, Codex, OpenCode | 2 | 130 tok |
| py-zoid/mcp-tenderly MCP server for Tenderly transaction simulation and trace debugging on EVM chains | 0 | Claude Code | 1 | 1,810 tok |
| Kevin-CNC/better-scout MCP For quicker repository exploration, annotation and context resolution. | 0 | Claude Code | 1 | 163 tok |
| DrDroidLab/TestTrout 🐟 The testing assistant for coding agents. Reads your repo, connects to your deployment, | 0 | Claude Code, Codex, OpenCode | 2 | 967 tok |
| maniaclab/af-filesystem-mcp AF filesystem MCP | 0 | Claude Code | 1 | 4,097 tok |
| maniaclab/af-jupyterlab-mcp AF JupyterLab MCP | 0 | Claude Code | 1 | 3,391 tok |
| batpepe/ai-automation-lab Incident triage agent for a self-hosted K3s cluster: n8n as a GitOps workload, an MCP tool | 0 | Claude Code | 1 | 1,017 tok |
| zabolotniydj/ableton-mcp-fixed Ableton Live MCP with MIDI reading, scenes, mixer control and the Wavetable modulation mat | 0 | Claude Code | 1 | — |
| SlobodaFR/home-remote-mcps | 0 | Claude Code | 1 | 4,121 tok |
| t1nk333r/mcp-dockhand MCP Server for Dockhand Docker Management - exposes 130+ API endpoints as MCP tools | 0 | Claude Code, GitHub Copilot | 4 | 2,345 tok |
| di404/godot-mcp-gateway One Godot editor, multiple AI coding agents. | 0 | Claude Code, Codex, OpenCode | 2 | 6,577 tok |
| jeius/mcp-servers A monorepo of Model Context Protocol servers | 0 | Claude Code, Codex, OpenCode | 3 | 1,176 tok |
| GlacianNex/fmp-qualtrim-mcp MCP server for stock research: Financial Modeling Prep fundamentals, valuation and screeni | 0 | Claude Code | 1 | — |