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 |
|---|---|---|---|---|
| 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 |
| Eunseo27/kpop-wiki K-POP knowledge base with LLM Wiki + MCP server | 0 | Codex, OpenCode | 1 | 879 tok |
| basttran/ai-workers-mcp Multi-provider AI workers MCP server with 12 NLP tools and 36 slash commands | 0 | Claude Code | 49 | — |
| sethdavis512/my-first-mcp A minimal Model Context Protocol (MCP) starter project with Vite, TypeScript, and Hono. In | 0 | GitHub Copilot | 1 | 811 tok |
| echatzief/database-mcp-server MCP server for exposing SQL & NoSQL databases to AI tools via Model Context Protocol | 0 | Codex, OpenCode | 1 | 1,670 tok |
| warrenzhu25/dataproc-mcp Google Cloud Dataproc MCP Server - Model Context Protocol server for managing Dataproc clu | 0 | Claude Code | 1 | 595 tok |
| MAKaminski/depot-mcp Model Context Protocol server exposing Home Depot (HD) investment research and market-inte | 0 | Cursor | 1 | 271 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 |
| tsviz/arc-config-mcp Model Context Protocol server for GitHub Action Runner Controller deployment | 0 | GitHub Copilot | 1 | 464 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 |
| shxiaj/everything-mcp MCP (Model Context Protocol) server for Everything — the lightning-fast Windows file searc | 0 | Codex, OpenCode | 1 | 847 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 |
| j0hanz/prompt-tuner-mcp-server | 0 | Codex, OpenCode | 1 | 1,049 tok |
| mm-repos/langgraph-claude-azure-mcp An intelligent Model Context Protocol (MCP) server for Azure AI Search integration with Cl | 0 | GitHub Copilot | 1 | 2,663 tok |
| whaleen/cntx npmjs.com File context management tool with web UI and MCP server for AI development workflows - bun | 0 | Cursor | 1 | 1,058 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 |
| 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 |
| borjanebbal/genomics-mcp MCP server for genomics SNP trait lookup | 0 | Codex, OpenCode | 1 | 2,846 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 |
| apito-io/apito-mcp Apito MCP Server to Build API from LLM | 0 | Codex, OpenCode | 1 | 121 tok |
| almahdi/mcp-terminal PTY MCP Server - Manage pseudo-terminal sessions via Model Context Protocol | 0 | Codex, OpenCode | 1 | 686 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 |
| mic-havock/model-context-protocol MCP Demo Workspace | 0 | Codex, OpenCode | 1 | 396 tok |
| elliottatran/mcp_db | 0 | Claude Code | 8 | 6,574 tok |
| oleksiitrembach/gigaspec The first MCP-native specification framework for AI coding agents. | 0 | Claude Code, Cursor | 2 | 129 tok |
| camilojourney/holusight codesight-nine.vercel.app MCP server for semantic code search — hybrid BM25 + vector retrieval with RRF | 0 | Claude Code, Codex, OpenCode | 15 | 1,954 tok |
| Enockkipkoech/project-planner-ai-MCP project-planner.nodeg.workers.dev A Model Context Protocol (MCP) server for AI-powered project and task management — create | 0 | Codex, OpenCode | 1 | 293 tok |
| JMRussas/ollama-mcp MCP server exposing local Ollama instances as tools for AI coding assistants. Multi-host r | 0 | Claude Code | 1 | 656 tok |