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 |
|---|---|---|---|---|
| selamy-labs/reddit-mcp selamy.dev reddit-mcp — a small, terms-aware MCP server exposing read-only Reddit research as typed t | 0 | Claude Code | 1 | — |
| selamy-labs/dispatch-mcp selamy.dev Security-constrained MCP server: dispatch a unit of work to an allowlisted org-user/repo l | 0 | Claude Code | 1 | — |
| surajpanwar/advanced-calc-engine Secure, auditable Excel analytics and agentic workflow engine built with Python, MCP, and | 0 | Claude Code, Codex, OpenCode | 5 | 410 tok |
| ShushannaKarapetyan/MCPImageGenerator | 0 | Claude Code | 4 | 1,924 tok |
| zyf0717/repo-context Local MCP server that exposes configurable context retrieval from a context-model endpoint | 0 | Codex, OpenCode | 1 | 1,442 tok |
| blessthis/llm-council Blind multi-model councils + direct seat chat as a local MCP server | 0 | Codex, OpenCode | 1 | 2,597 tok |
| Crino-999/ollama-mcp-workers A local hybrid layered MCP Worker suite based on Ollama: **Vision Worker** (qwen2.5vl:7b) | 0 | Codex, OpenCode | 1 | 182 tok |
| Palanx/grimoire-beholder-mcp Turn your bookshelf into something Claude can read. A fully-local RAG grimoire: contextual | 0 | Codex, OpenCode | 1 | 1,528 tok |
| Knuckles-Team/freshrss-agent knuckles-team.github.io FreshRSS API + MCP Server + A2A Server — curated, relevance-gated RSS world-model intake f | 0 | Claude Code, Codex, OpenCode | 2 | 3,778 tok |
| digimetalab/dml-bps-mcp MCP (Model Context Protocol) server for BPS (Badan Pusat Statistik) Indonesia statistical | 0 | Codex, OpenCode | 1 | 251 tok |
| okrealai/kb-gateway HTTP MCP gateway: Pinecone + Neo4j + agentic router for Keyflo learning KB | 0 | Claude Code, Codex, OpenCode | 2 | 437 tok |
| wilf974/MultiServices-AI A sovereign memory layer for LLMs: provenance, bi-temporal corrections, replay, recall and | 0 | Claude Code | 2 | — |
| tatemz/habitica-mcp Habitica Model Context Protocol server | 0 | Codex, OpenCode | 1 | 1,612 tok |
| workfromrome/HotelAI Pipeline RAG modulare per estrarre, indicizzare e ricercare hotel da cataloghi PDF tramite | 0 | Codex, OpenCode | 1 | 3,421 tok |
| Omarbadran37/ai-image-analysis-mcp | 0 | Claude Code, Gemini CLI | 2 | 7,586 tok |
| Haipothetical/gss-mcp-server GSS Model Context Protocol server — market stress intelligence for AI agents | 0 | Claude Code | 1 | 844 tok |
| Desmond-Labs/ai-image-analysis-mcp | 0 | Claude Code, Gemini CLI | 2 | 7,586 tok |
| 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 |
| g0g5/jupyter-notebook-mcp A FastMCP server for loading, reading, editing, searching, and saving Jupyter notebooks (. | 0 | Codex, OpenCode | 1 | 246 tok |
| BradyDouthit/screenshot-mcp Visual context for LLMs | 0 | Claude Code | 1 | 332 tok |
| Ma-fee/RAG_MCP | 0 | Codex, OpenCode | 1 | 662 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 |
| simarust/phrase-mcp-server A Model Context Protocol (MCP) server that provides seamless integration with Phrase Strin | 0 | GitHub Copilot | 1 | 268 tok |
| theepicsaxguy/qdrant-codebase-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,607 tok |
| eunseopsong/nrs_llm LLM repository (a.k.a. ros-mcp-server) | 0 | Gemini CLI | 1 | 1,095 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 |
| premhiru/agentcloud agentcloud-control-plane.premhiru.chatgpt.site Governed persistent AI workers with default-deny authority, human approvals, dry-runs, and | 0 | Codex, OpenCode | 1 | 317 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 |
| michelfritzschjoin/join-ms-365-mcp-server A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office servic | 0 | Cursor | 1 | 817 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 |
| HaoNgo232/nestjs-devtools-mcp Bridge AI coding agents to your NestJS application's runtime state via the Model Context P | 0 | Codex, OpenCode | 1 | 684 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 | — |
| revanshine/my-design-platform A professional-grade, containerized Model Context Protocol (MCP) server platform designed | 0 | Codex, OpenCode | 1 | 4,078 tok |
| 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 |