3,584 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 |
|---|---|---|---|---|
| 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 |
| igot-ai/datalog-studio Datalog MCP server extension | 1 | Gemini CLI | 1 | 3,678 tok |
| coreline-ai/antigravity_glm_mcp Gemini/Antigravity ↔ GLM-4.5 bridge MCP server and coding automation tools | MCP bridge an | 1 | Codex, OpenCode | 1 | 926 tok |
| mhoshdev/prompt-store-mcp Simple local prompt store MCP for LLM enabled applications. | 1 | Codex, OpenCode | 1 | 197 tok |
| nazroll/wzrdbrain-mcp MCP server for generating inline skating wizard style combos. | 1 | Codex, OpenCode | 1 | 465 tok |
| wave-av/mcp-server docs.wave.online WAVE MCP Server — 18 tools exposing the WAVE streaming APIs to Claude Code, Cursor and Win | 1 | Codex, OpenCode | 1 | 521 tok |
| jeandelest/screen-mcp A FastMCP server that runs on the client machine and exposes screenshot tools to a host MC | 1 | Codex, OpenCode | 1 | 741 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 |
| pxsloot/gitea-mcp-server Gitea MCP Server – A Model Context Protocol implementation for Gitea. Provides tools and r | 1 | Codex, OpenCode | 1 | 319 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 |
| mikepsinn/clickup-mcp-server ClickUp MCP Server - Integrate ClickUp tasks with AI through Model Context Protocol | 1 | Cursor | 1 | 64 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 |
| bradsjm/nl2sql-mcp A natural language to SQL Model Context Protocol server | 1 | Codex, OpenCode | 1 | 1,344 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 |
| jg-cordeiro/recife-open-data-mcp Servidor MCP (Model Context Protocol) para consultar dados publicos abertos do Recife em | 1 | GitHub Copilot | 1 | 1,074 tok |
| commune-dev/commune-mcp commune.email Email & SMS for Claude Desktop, Cursor, and Windsurf. 13 tools: create inboxes, send email | 1 | Codex, OpenCode | 1 | 860 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 |
| ouonet/tshark-mcp MCP server for using TShark to analyze network packets | 1 | GitHub Copilot | 1 | 128 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 |
| nbaradar/obsidian-mcp-server nbaradar.github.io Local MCP Server implementation for Obsidian . Allows multi-vault usage, optimized for tok | 1 | Codex, OpenCode | 1 | 5,118 tok |
| Blekline/blekline-oss app.blekline.com Non-Human Identity & Runtime Enforcement for AI Agents — open-core MCP/SDK to mask, enforc | 1 | Codex, OpenCode | 1 | 553 tok |
| qxbao/qldt-hanu-mcp Model Context Protocol (MCP) server for QLDT HANU — the student management system of Hanoi | 1 | Claude Code | 1 | — |
| adpena/teadata-mcp Model Context Protocol server and assistant UI for Texas public school data. | 1 | Codex, Gemini CLI, OpenCode | 2 | 1,541 tok |
| 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 |