2,458 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 agents7,521Claude Code6,606Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| afreakk/qutebrowser-mcp MCP server for qutebrowser browser automation | 0 | Claude Code | 1 | 1,488 tok |
| FORIFOR/mcp-rag-server | 0 | Claude Code | 1 | 1,274 tok |
| plasmacat420/mcp-server-toolkit plasmacat420.github.io A production-ready MCP server exposing filesystem, web search, SQLite, and system tools — | 0 | Claude Code | 1 | 1,044 tok |
| emmahuang-ee/mcp-dev-tools A production-quality MCP server exposing three read-only local development tools: SQLite q | 0 | Claude Code | 1 | 1,745 tok |
| Gus2708/sftp-manager MCP server that lets any AI agent safely manage game servers over SFTP — sandboxed paths, | 0 | Claude Code, Codex, OpenCode | 2 | 3,079 tok |
| future-beat/relay AI support-triage agent built as a production service: hand-written Claude agent loop, Fas | 0 | Claude Code | 1 | 6,298 tok |
| AndyAnh174/read-image-mcp MCP server dùng Gemini để đọc và mô tả ảnh. Hỗ trợ ảnh đơn, nhiều ảnh, và prompt tùy chỉnh | 0 | Claude Code, Codex | 9 | — |
| SSIG-IT/3cx-mcp-server MCP Server for 3CX Phone System (V20+) — Manage users, extensions, queues, calls, contacts | 0 | Claude Code | 1 | 1,170 tok |
| asgard-ai-platform/mcp-twfood pypi.org MCP Server for twfood.cc — 6 AI-callable tools for Taiwan agricultural wholesale market pr | 0 | Claude Code | 1 | 482 tok |
| jurislm/entire-mcp MCP server for the Entire CLI — manage AI agent checkpoints and sessions | 0 | Claude Code | 1 | 1,228 tok |
| asgard-ai-platform/mcp-tw-judgment MCP server for searching Taiwan judicial judgments (司法院裁判書系統) — 2 AI-callable tools over M | 0 | Claude Code | 1 | 698 tok |
| nolte/reachy-mini-mcp Model Context Protocol server for Reachy Mini — REST wrapper around the Pollen daemon. | 0 | Claude Code | 2 | 864 tok |
| a9lim/rlaif PiShock MCP server | 0 | Claude Code | 1 | 4,832 tok |
| ftaricano/mcp-gmail-calendar Gmail and Google Calendar MCP Server integration | 0 | Claude Code, Codex, OpenCode | 2 | 1,323 tok |
| code-runner-xx/kb-mcp-server MCP Server wrapping a Supabase pgvector knowledge base (BAAI/bge-m3 embedding) for Claude | 0 | Claude Code | 1 | 1,706 tok |
| zakariahere/zaksway-kafka-mcp exposes Kafka administration operations as Model Context Protocol tools | 0 | Claude Code | 2 | — |
| safayavatsal/Sarvam-MCP Sarvam AI MCP Server — Expose Sarvam AI's Indic language APIs as MCP tools for LLM clients | 0 | Claude Code | 1 | 691 tok |
| basttran/ai-workers-mcp Multi-provider AI workers MCP server with 12 NLP tools and 36 slash commands | 0 | Claude Code | 49 | — |
| warrenzhu25/dataproc-mcp Google Cloud Dataproc MCP Server - Model Context Protocol server for managing Dataproc clu | 0 | Claude Code | 1 | 595 tok |
| Human-center/RAG-MCP-HCSRL | 0 | Claude Code, Codex, OpenCode | 2 | 2,442 tok |
| bracta/streamsets-mcp-server StreamSets MCP Server with Pipeline Builder - 44 tools for comprehensive data pipeline man | 0 | Claude Code | 1 | 2,695 tok |
| FernandoVazquez20/databricks-mcp | 0 | Claude Code | 8 | 6,574 tok |
| geneontology/noctua-mcp MCP server for GO-CAM model editing via the Barista API. | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 862 tok |
| semenenkod333/mcp-local-llm MCP server delegating mechanical tasks to a local LLM via Ollama (fork with file_path inpu | 0 | Claude Code | 1 | 378 tok |
| moma1992/mcp-databricks-app | 0 | Claude Code | 8 | 3,206 tok |
| rukasuamarike/synphony-mcp FastMCP server for Synphony video dataset management with Hugging Face Hub integration | 0 | Claude Code | 1 | 795 tok |
| kovashikawa/bls_mcp Use the power of the LLM on BLS - The MCP Server of the Bureau Labor of Statistics | 0 | Claude Code | 1 | 1,774 tok |
| FVEFWFE/attio-mcp-server Attio Model Context Protocol (MCP) server implementation | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,330 tok |
| yeneryigitcelik-debug/dolores Self-hosted, Postgres-backed memory for AI agents — free local embeddings, hybrid (vector | 0 | Claude Code | 1 | 1,026 tok |
| kkawailab/kklab-mlit-dpf-mcp An unofficial MCP server for the Ministry of Land, Infrastructure, Transport and Tourism D | 0 | Claude Code | 1 | 1,811 tok |
| evgenygurin/r2r-rag-search-agent MCP server for integrating R2R (RAG) with Claude Desktop | 0 | Claude Code | 1 | 8,551 tok |
| lion9/RAG_Obsidian Semantic search over your Obsidian vault via an MCP server | 0 | Claude Code | 1 | 92 tok |
| Skopaq-AI/argus-mcp-server Argus MCP Server - Model Context Protocol for AI IDEs (Claude Code, Cursor, Windsurf, VS C | 0 | Claude Code | 1 | 611 tok |
| fjacquet/vault-rag-mcp fjacquet.github.io | 0 | Claude Code | 1 | 505 tok |
| linkwut-create/local-rag-core Headless local-first RAG knowledge library for MCP, CLI, HTTP, and AI-tool workflows. | 0 | Claude Code, Codex, OpenCode | 3 | 929 tok |
| loukach/stockspark-mcp-poc POC of MCP Server to explore potential for StockSpark use via LLM Agents | 0 | Claude Code | 1 | 1,357 tok |
| robhicks/browser-mcp-bridge A comprehensive browser extension and MCP server solution that bridges browser content, de | 0 | Claude Code | 1 | 1,684 tok |
| b9b4ymiN/myMCPserver Comprehensive Model Context Protocol (MCP) server for professional stock valuation and fin | 0 | Claude Code | 1 | — |
| JaviEzpeleta/gmail-mcp-server 🔐 Secure Gmail MCP Server for AI Assistants - TypeScript-powered Gmail integration with d | 0 | Claude Code | 1 | 2,368 tok |
| GaijinEntertainment/pararam-nexus-mcp Model Context Protocol (MCP) server for pararam.io communication platform. Provides async | 0 | Claude Code | 1 | 864 tok |
| yz0903/autobot-mcp An MCP implementation for autobot (Model Context Protocol), making it more convenient for | 0 | Claude Code | 1 | 2,471 tok |
| amamparo/ableton-mcp MCP server for controlling Ableton Live — enabling AI assistants to interact with Live ses | 0 | Claude Code | 1 | 592 tok |
| abdellahiheiballa/pdf-rag A Model Context Protocol (MCP) server that provides powerful RAG (Retrieval-Augmented Gene | 0 | Claude Code | 1 | 2,282 tok |
| that0n3guy/mealie-mcp-server-ts Typescript based mcp server for mealie | 0 | Claude Code, Codex, OpenCode | 11 | 836 tok |
| lka/recipe-tools MCP server for extracting recipes from PDFs or jpegs into structured HTML using OCR and LL | 0 | Claude Code | 1 | 550 tok |
| VitalyOstanin/sentry-mcp MCP server for Sentry: list organizations and projects, query issues with filters and pagi | 0 | Claude Code, Codex, OpenCode | 2 | 1,905 tok |
| sohumsuthar/canvas-mcp Canvas LMS MCP server for Claude Desktop — connects your Canvas Instructure account to Cla | 0 | Claude Code | 1 | 1,289 tok |
| delonsp/rlm-mcp-server RLM MCP Server - Recursive Language Model via Model Context Protocol | 0 | Claude Code, Codex, OpenCode | 2 | 3,605 tok |
| Vadimber2/mcp-prompt-tool | 0 | Claude Code | 1 | 723 tok |
| tomtomjskim/db-mcp Database MCP Server - Enterprise-ready Model Context Protocol server for multi-database ma | 0 | Claude Code | 1 | 1,220 tok |