2,355 projects whose own agent configuration covers data and ai. These are not mods to install — they are how the maintainers of these repositories tell an agent what to do, and what to avoid.
All projects Building agents8,442Claude Code6,875Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| alejoair/mcp-terminal MCP Terminal Server - Interactive terminal sessions via Model Context Protocol | 1 | Claude Code | 1 | 1,004 tok |
| griffinwork40/twilio-mcp Model Context Protocol (MCP) server for Twilio SMS messaging with intelligent conversation | 1 | Claude Code | 1 | 1,770 tok |
| cvsloane/mainwp-mcp | 1 | Claude Code, Codex, OpenCode | 2 | 245 tok |
| elevateinformatics/mcp-server-odoo A Model Context Protocol (MCP) server that enables AI assistants to securely interact with | 1 | Claude Code | 1 | — |
| geowa4/managed-notifications-mcp An MCP server for searching openshift/managed-notifications | 1 | Claude Code | 1 | 676 tok |
| Estaed/Lol_Data_MCP_Server MCP server that serves League of Legends champion, item and rune data scraped from the LoL | 1 | Claude Code | 1 | 4,855 tok |
| lmorchard/oblique-strategies-mcp An MCP (Model Context Protocol) server that provides access to Brian Eno and Peter Schmidt | 1 | Claude Code | 1 | 774 tok |
| SynclyAI/gmail-mcp A Model Context Protocol (MCP) server that provides read-only Gmail access to Claude CLI w | 1 | Claude Code | 1 | 628 tok |
| ParkviewLab/ebony-enriching an mcp lab notebook | 1 | Claude Code, Codex, OpenCode | 2 | 1,148 tok |
| andrewgazelka/arc-mcp MCPB extension for controlling Arc browser using AppleScript through the Model Context Pro | 1 | Claude Code | 1 | 92 tok |
| crlian/mcp-pyatv pypi.org MCP server for controlling Apple TV, HomePod, and AirPlay devices. Control your TV with na | 1 | Claude Code | 1 | 1,146 tok |
| ArthurSrz/graphRAGmcp graphragmcp-production.up.railway.app Repo for the MCP of the law graph | 1 | Claude Code | 1 | 212 tok |
| modelmycontext/mmc-mcp Model Context Protocol server that orchestrates AI-assisted business workflows through out | 1 | Claude Code | 1 | 1,830 tok |
| jmpijll/unraid-code-mode-mcp Code-mode MCP server for the Unraid 7.2+ GraphQL API. Two tools (search + execute) with Qu | 1 | Claude Code, Codex, OpenCode | 2 | 1,009 tok |
| stevesimpson418/gmail-mcp-server A local MCP server that gives Claude native tool-level access to Gmail | 1 | Claude Code | 1 | 916 tok |
| aigentive/youtube-gemini-mcp | 1 | Claude Code | 1 | 1,541 tok |
| chepetime/calibre-librarian-mcp Model Context Protocol (MCP) server that surfaces your Calibre catalog to Claude via xmcp. | 1 | Claude Code | 1 | 590 tok |
| otolab/search-docs Local document search system - provides vector search functionality for Markdown documents | 1 | Claude Code, Codex, OpenCode | 2 | 2,619 tok |
| zxkane/quip-mcp-server-typescript A Model Context Protocol (MCP) server for fetching Quip documents, featuring support for b | 1 | Claude Code | 1 | 777 tok |
| hydai/taiwan-data-hub An open-source, self-hostable MCP service hub for Taiwan public data. Currently in design | 1 | Claude Code | 1 | 4,296 tok |
| MindsetConsulting/sflight-mcp mindsetconsulting.com SAP Flight data model as a CAP CDS app with an MCP server for AI tool integration. | 1 | Claude Code | 1 | 4,525 tok |
| maxiomus/mcp-shopify-admin A Model Context Protocol server that exposes Shopify Admin API capabilities to LLMs. | 1 | Claude Code | 1 | 1,288 tok |
| Chrisp671/ZenithBridge Connect your Zenith and other AI tools to your Obsidian notes using Model Context Protocol | 1 | Claude Code | 1 | 1,591 tok |
| dailybeast/parsely-mcp Model Context Protocol server for Parse.ly analytics API | 1 | Claude Code | 1 | 1,251 tok |
| cijlabs/abis-mcp ABIS MCP Server - Real-time AI behavioral drift monitoring. 37 tools, 11 models, determini | 1 | Claude Code | 1 | 689 tok |
| jtsang4/better-qdrant-mcp A Model Context Protocol (MCP) server that provides tools to store and retrieve informatio | 1 | Claude Code, Codex, OpenCode | 2 | 1,206 tok |
| mohllal/markdown-rag-mcp 📖 A Retrieval-Augmented Generation (RAG) MCP server for markdown documentation with seman | 1 | Claude Code | 9 | 427 tok |
| arman-tech/spatial-memory-mcp Spatial Memory MCP Server - A vector-based memory system for LLMs that treats knowledge as | 1 | Claude Code | 1 | 915 tok |
| RECTOR-LABS/markitdown-mcp-server MCP server for Microsoft Markitdown - Convert documents (PDF, DOCX, PPTX, images) to clean | 1 | Claude Code, Codex, OpenCode | 2 | 6,372 tok |
| lzx1413/mcp-agent-review An MCP (Model Context Protocol) server that provides agentic code review powered by OpenAI | 1 | Claude Code | 1 | 679 tok |
| rumbitopi/mail-cal-drive-mcp | 1 | Claude Code | 1 | 1,215 tok |
| corcoran/almanac almanac-fitness.com A fitness tracker you talk to instead of tapping through forms | 1 | Claude Code | 1 | 6,316 tok |
| samkim/spicedb-mcp-server Model Context Protocol (MCP) server for SpiceDB. Connects LLMs to SpiceDB to explore and | 1 | Claude Code | 1 | 242 tok |
| JoaoCarabetta/basedosdados-mcp | 1 | Claude Code, Gemini CLI | 2 | 3,411 tok |
| LA3D/mcp_vocabulary_service Vocabulary Service using Model Context Protocol (MCP) | 1 | Claude Code | 1 | 1,441 tok |
| ardaglobal/mcp-ardaglobal-code arda-global.fastmcp.app Arda Vector Database MCP Server | 1 | Claude Code | 1 | 4,927 tok |
| leanzero-srl/leanzero-mcp-doc-processor leanzero.net This is a Model Context Protocol server that helps you work with PDF, DOCX, and Excel file | 1 | Claude Code | 1 | 12,025 tok |
| qxbao/qldt-hanu-mcp Model Context Protocol (MCP) server for QLDT HANU — the student management system of Hanoi | 1 | Claude Code | 1 | — |
| lidless-labs/n8nctrl lidless.dev n8n automations are locked behind its own UI. n8nctrl hands workflow inspect, validate, ru | 1 | Claude Code, Codex, OpenCode | 2 | 1,673 tok |
| utenadev/qwencode-mcp-server QwenCode MCP Server - Model Context Protocol integration for Qwen | 1 | Claude Code, Gemini CLI | 2 | 3,113 tok |
| aud1ence/obsidian-wiki-mcp MCP server implement Karpathy's LLM Wiki pattern | 1 | Claude Code, Codex, OpenCode | 2 | 1,899 tok |
| blueshiftlabs-ai/mcp-mssql-server MCP (Model Context Protocol) server for Microsoft SQL Server integration built with NestJS | 1 | Claude Code | 1 | 845 tok |
| KKonstantinov/graphql2mcp graphql2mcp.vercel.app Convert any GraphQL API into an MCP server. CLI proxy or library mode. | 1 | Claude Code | 1 | 528 tok |
| BASIC-BIT/soundiiz-mcp Local-first MCP server for safe AI access to Soundiiz syncs and SmartLinks. Read-only by d | 1 | Claude Code, Codex, OpenCode | 2 | 1,903 tok |
| reposit-bot/reposit-mcp reposit.bot MCP (Model Context Protocol) server for Reposit - community knowledge sharing for AI agent | 1 | Claude Code | 1 | 772 tok |
| Nikeandocean/carbon-factor-matcher MCP server for intelligent emission factor matching using LLM-powered semantic search | 1 | Claude Code | 1 | 962 tok |
| solentlabs/ai-journal-mcp pypi.org Journal engine and MCP server: capture, structure, and ask questions of your work journals | 1 | Claude Code | 2 | 941 tok |
| moliver28/corpus-kb Local RAG system with MCP tools for agentic code editors. AST-aware chunking, hybrid searc | 1 | Claude Code, Codex, OpenCode | 27 | 3,940 tok |
| ZhaoLLe/mcp-bridge A dynamic MCP (Model Context Protocol) service bridge that supports dynamic registration o | 1 | Claude Code | 1 | 1,061 tok |
| rbj2000/mcp-crawl4ai-rag Database-agnostic MCP server for web crawling and RAG with support for Supabase, SQLite, P | 1 | Claude Code | 1 | 3,830 tok |