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 |
|---|---|---|---|---|
| proxziima/mcp-databricks-server MCP for Databricks LLM Connection | 0 | Claude Code | 1 | 965 tok |
| henrysouchien/drive-mcp MCP server for Google Drive and OneDrive | 0 | Claude Code | 1 | 97 tok |
| gatesplan/taskforce Multi-LLM roundtable library for AI agents -- parallel query, structured opinion pool via | 0 | Claude Code | 1 | 124 tok |
| BradyDouthit/screenshot-mcp Visual context for LLMs | 0 | Claude Code | 1 | 332 tok |
| cstillick/civicgraph-mcp A money-in-politics knowledge graph as an MCP server — links FEC donations, Senate LDA lob | 0 | Claude Code | 1 | 787 tok |
| Desz01ate/math-mcp A secure Model Context Protocol (MCP) server for mathematical expression evaluation with s | 0 | Claude Code | 1 | 897 tok |
| theepicsaxguy/qdrant-codebase-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,607 tok |
| fr0ster/mcp-abap-adt-proxy MCP proxy server for SAP ABAP ADT - proxies local requests to cloud-llm-hub with JWT authe | 0 | Claude Code | 1 | 2,934 tok |
| saselvan/graph-rag-mcp-server-fixed Fixed fork of graph-rag-mcp-server with ChromaDB embed_query fix | 0 | Claude Code, Codex, OpenCode | 2 | 2,966 tok |
| RanneG/linkup_mcp Custom MCP server for Cursor IDE with web search and RAG | 0 | Claude Code, Codex, Cursor, OpenCode | 3 | 6,918 tok |
| engineering-with-ai/python-mcp-server Domain-powered MCP server — RAG/Graph | 0 | Claude Code | 1 | 2,126 tok |
| starter-series/mcp-server-starter starter-series.github.io MCP server starter — TypeScript + npm OIDC publishing + CI/CD. Part of Starter Series. | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,719 tok |
| monthop-gmail/thudong-mcp-claude MCP Server for Post-Thudong Survey RAG — Wat Pa Roi Pi, Luang Pho Wiriyang (December 12–15 | 0 | Claude Code | 1 | 1,504 tok |
| railyard-sh/railyard-mcp railyard.sh Model Context Protocol server for Railyard — read and write data-centre estates from Claud | 0 | Claude Code | 1 | 521 tok |
| ftaricano/mcp-notion Notion MCP Server for knowledge management and content organization | 0 | Claude Code | 1 | 4,145 tok |
| Kijun0708/llm-router-mcp | 0 | Claude Code | 1 | 6,262 tok |
| bwarzecha/knowledge-server A specialized MCP (Model Context Protocol) server that makes large technical documentation | 0 | Claude Code | 1 | 375 tok |
| rimmade/syncly-dataset-mcp Local MCP server for querying social datasets via DuckDB — 8 purpose-specific analytics to | 0 | Claude Code | 3 | 94 tok |
| dj-oyu/elysiajs-gsi-gov GSI Vector Tile MCP App — displays Geospatial Information Authority of Japan Geospatial Ma | 0 | Claude Code | 4 | 536 tok |
| delta-and-beta/mcp-braze MCP server for Braze customer engagement platform. 92 tools for users, messaging, campaign | 0 | Claude Code | 1 | 907 tok |
| VMRam95/mcp-video MCP server for video analysis - extract frames and transcribe audio for LLM processing | 0 | Claude Code | 1 | 98 tok |
| 0xNadr/mcp_databridge Production-ready MCP server enabling AI agents to query, aggregate, and analyze databases | 0 | Claude Code | 1 | — |
| jurislm/langfuse-mcp MCP server for Langfuse — 13 tools for prompt management and observability | 0 | Claude Code, GitHub Copilot | 2 | 3,084 tok |
| benniblau/strava-mcp A local Strava data pipeline and MCP server. Syncs your Strava activities to a SQLite data | 0 | Claude Code | 1 | 1,959 tok |
| Z-M-Huang/git-doc-mcp Define your MCP server in YAML, write actions in JavaScript, host the files anywhere. No | 0 | Claude Code | 1 | 2,267 tok |
| deese/gameLLM Game guide scraper + structured data pipeline with MCP server and Claude Code skills — tur | 0 | Claude Code | 4 | — |
| arclabs-studio/ARCLinearGitHub-MCP MCP Server that integrates Linear (issues) and GitHub (repos) for Claude Desktop/Code, enf | 0 | Claude Code | 1 | 1,790 tok |
| artemartemov/docs-mcp Secure Model Context Protocol (MCP) server providing intelligent documentation search for | 0 | Claude Code | 1 | 2,650 tok |
| pouriamrt/svgwriter-mcp An MCP server that wraps the svgwrite Python library, enabling LLM agents to create, compo | 0 | Claude Code | 1 | 773 tok |
| MacromNex/rosetta_mcp Rosetta MCP server for molecular modeling and protein design | 0 | Claude Code | 1 | 942 tok |
| akramlam/cairnos akram-laamache.me Local-first AI productivity desktop app: brain-dump capture into tasks/notes/ideas/reminde | 0 | Claude Code | 1 | 1,804 tok |
| paeyoungpark-web/lupa-mcp lupa.kr MCP server for Lupa — let your AI agent search your Mac's documents by content (PDF, DOCX, | 0 | Claude Code | 1 | 933 tok |
| EricYuan2007/GPUPlane Agent-native training control plane for personal GPUs — personal GPU training control plan | 0 | Claude Code, Codex, OpenCode | 5 | 3,555 tok |
| Vince-Yi/-vncy-persona @vncy/persona-mcp — MCP server that maintains a shared persona world-state across agents a | 0 | Claude Code | 1 | 106 tok |
| xz0831/openclaw-brain Engineering knowledge-graph + memory served over MCP — ingests semiconductor PDFs into a t | 0 | Claude Code | 1 | 6,067 tok |
| ramvishvas/prompt-enhancement-mcp-server npmjs.com An MCP (Model Context Protocol) server that enhances user prompts using AI. It takes a rou | 0 | Claude Code | 1 | 1,517 tok |
| solidlime/Nous A Model Context Protocol (MCP) server for persistent memory. Provides advanced semantic se | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,127 tok |
| mfarhan0304/MCP-MarketMind Financial research tools over the Model Context Protocol | 0 | Claude Code | 1 | 688 tok |
| binsarjr/svelte5-mcp A specialized Model Context Protocol (MCP) server for Svelte 5 frontend development | 0 | Claude Code | 1 | 1,310 tok |
| boivert/stage-ai-mcp MCP server that replicates creative strategist context gathering through advanced RAG with | 0 | Claude Code | 1 | 1,953 tok |
| Mingwei2/mcp-data-explore Local MCP server with three tools for CSV exploration, data cleaning, and statistical test | 0 | Claude Code | 1 | 860 tok |
| fgouzi/mcp-i14y MCP server for the Swiss I14Y Interoperability Platform | 0 | Claude Code | 1 | 1,373 tok |
| fe-m-bueno/mcp-me Personal MCP server — TypeScript over stdio, exposes CV and projects as LLM tools | 0 | Claude Code | 1 | 814 tok |
| GleidsonFerSanP/mcp-ai-prompts-management | 0 | Claude Code, Codex, OpenCode | 2 | 2,409 tok |
| oddrationale/groupme-mcp-server An MCP server exposing the GroupMe API v3, built with FastMCP and hosted on Prefect Horizo | 0 | Claude Code, Codex, OpenCode | 2 | 2,664 tok |
| kellymears/arcana-cli Tarot CLI — six spread types, 78 authored cards, elemental dignities, animated terminal UI | 0 | Claude Code | 1 | 389 tok |
| MohanTn/hybrid-retrieval-pipeline Local hybrid retrieval pipeline that injects the most relevant repo files into a Claude Co | 0 | Claude Code | 3 | 494 tok |
| twosg/imap-mcp 📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI a | 0 | Claude Code | 1 | 273 tok |
| MacromNex/chai1_mcp Chai-1 MCP server for protein structure prediction | 0 | Claude Code | 1 | 739 tok |
| bbuchsbaum/eco-oracle EcoOracle: MCP server + tools for ecosystem-wide R/Python package knowledge | 0 | Claude Code, Codex, OpenCode | 7 | 1,230 tok |