2,464 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 agents7,450Claude Code6,586Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| ryanrawlingswang/llm-rules A collection of battle-tested Cursor AI rules that enable rapid, high-quality development | 17 | Claude Code | 1 | 1,810 tok |
| freelancer/phabricator-mcp freelancer.github.io MCP server for Phabricator | 17 | Claude Code | 1 | 443 tok |
| enkhbold470/bci-mcp enkhbold470.github.io Stream live EEG brain state (focus, calm, attention) from any EEG device into Claude and a | 17 | Claude Code | 1 | 46 tok |
| flagify-com/UniMCPSim UniMCPSim is a general-purpose MCP (Model Context Protocol) simulator that dynamically sim | 17 | Claude Code, Codex, OpenCode | 2 | 8,026 tok |
| mayflower/contextmine Documentation & Code Indexing with MCP - Open-source Context7 alternative | 17 | Claude Code, Codex, OpenCode | 3 | 3,649 tok |
| ozmium7/Ozmium-MCP-Server-for-Sbox Connect AI coding assistants to the S&box editor using the Model Context Protocol (MCP). W | 17 | Claude Code | 1 | 1,273 tok |
| WebMCP-org/webmcp-sh webmcp.sh A modern web-based Model Context Protocol (MCP) playground for testing and developing MCP | 17 | Claude Code, Codex, OpenCode | 2 | 701 tok |
| n24q02m/wet-mcp mcp.n24q02m.com Open-source MCP server for AI agents: web search, content extraction, and library docs -- | 17 | Claude Code, Codex, OpenCode | 2 | 7,026 tok |
| jrollin/cartog cartog.dev Pre-indexed code knowledge graph via treesitter, enchanced query with RAG, MCP server, pri | 17 | Claude Code, Codex, OpenCode | 2 | 13,308 tok |
| zvec-ai/zvec-agent-skills zvec.org Official AI Agent skills for building with Zvec vector database | 17 | Claude Code | 1 | 804 tok |
| InDate/devharness MCP server that connects AI assistants to Chrome DevTools Protocol for runtime debugging - | 16 | Claude Code | 3 | — |
| SonAIengine/graph-tool-call pypi.org Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Ze | 16 | Claude Code, Codex, OpenCode | 2 | 188 tok |
| otaviocc/ObsidianMCPServer A Model Context Protocol (MCP) server that enables AI assistants to interact with your Obs | 16 | Claude Code | 1 | 1,532 tok |
| prassanna-ravishankar/clearml-mcp lightweight MCP server for ClearML | 16 | Claude Code | 1 | 780 tok |
| BauplanLabs/bauplan-skills Hosting Bauplan skills to be used with coding assistants and autonomous AI agents. | 16 | Claude Code | 1 | 1,661 tok |
| fstamatelopoulos/cerefox Personal knowledge base with hybrid search and read/write access for AI agents | 16 | Claude Code, Codex | 1 | 11,946 tok |
| kylesnowschwartz/prompt-tower.nvim ⚡ Turn your codebase into AI-ready context in seconds – the Neovim plugin that bridges the | 16 | Claude Code | 1 | 1,069 tok |
| dshakes/distil dshakes.github.io Compression with a quality contract — cache-aware, causally-pruned LLM context compression | 16 | Claude Code | 1 | — |
| tanker327/prompts-mcp-server MCP server for managing and providing prompts with TypeScript, caching, and comprehensive | 16 | Claude Code | 1 | 1,500 tok |
| samwang0723/mcp-booking Booking model context protocol server | 16 | Claude Code | 1 | 973 tok |
| SuperdeMan/cockpit-agent A cloud-edge collaborative AI Agent for intelligent vehicle cockpits: millisecond-level ve | 16 | Claude Code, Codex, OpenCode | 2 | 7,243 tok |
| dhq-boiler/Unofficial-VS-MCP Model Context Protocol (MCP) server for Visual Studio | 16 | Claude Code | 1 | 1,067 tok |
| datarobot-oss/datarobot-genai genai.datarobot.com Repository for datarobot-genai library | 16 | Claude Code, Codex, Cursor, OpenCode | 3 | 260 tok |
| NUGURI-7/CoCoWork cocowork.nuguri.org Multi-Agent collaboration platform — supervisor scheduling, direct member connections via | 15 | Claude Code | 1 | 2,789 tok |
| bluewings1211/codebase-RAG A Retrieval-Augmented Generation (RAG) Model-Controller-Provider (MCP) server designed to | 15 | Claude Code | 3 | 1,675 tok |
| a-tokyo/agent-skills skills.sh 🧠 AI Agent skills for LLMs and AI Agents - Claude, Codex, Cursor etc. | 15 | Claude Code, Codex, OpenCode | 2 | 1,128 tok |
| proofsh/obsidian-notes-rag Local vector store for Obsidian notes with semantic search via MCP server | 15 | Claude Code | 1 | 1,233 tok |
| Abhishekrajpurohit/motion-dev-mcp A MCP server providing offline Motion.dev documentation access and intelligent animation | 15 | Claude Code | 1 | 4,735 tok |
| Knuckles-Team/vector-mcp Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVec | 15 | Claude Code, Codex, OpenCode | 2 | 3,037 tok |
| razvanmacovei/k8s-multicluster-mcp An MCP (Model Context Protocol) server application for Kubernetes operations, providing a | 15 | Claude Code | 7 | — |
| zulip/zulipmcp windbornesystems.com Run AI agents in Zulip as @mentionable bots — or wire into any MCP client. | 15 | Claude Code | 1 | 922 tok |
| marianfoo/sap-mcp-servers Monorepo for SAP MCP servers (API Hub, Road Map Explorer, SAP Notes) and their shared SAP | 15 | Claude Code, Codex, OpenCode | 2 | 2,576 tok |
| hoangsonww/DevVerse-SWE-Blog devverse-swe.vercel.app 🪐 DevVerse CS Blog – A modern, high-performance blog app built with Next.js, Vercel, Supa | 15 | Claude Code, Codex, GitHub Copilot, OpenCode | 17 | 3,839 tok |
| istefox/istefox-dt-mcp MCP server for DEVONthink 4 - best-in-class connector with RAG-augmented search | 14 | Claude Code | 1 | 2,309 tok |
| ArchSightLabs/archsight-aios Skills, workflows, and multi-agent toolkit for knowledge workers and AI R&D teams in the c | 14 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 757 tok |
| Sangkwun/sandy Deterministic MCP scenario replay for AI agents — create once, replay without LLM inferenc | 14 | Claude Code | 1 | 1,435 tok |
| dominik1001/imap-mcp 📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI a | 14 | Claude Code | 1 | 273 tok |
| block/model-ledger block.github.io Open-source model inventory & governance. Discovers every model, rule, and pipeline across | 14 | Claude Code | 1 | 1,331 tok |
| Krzysztof318/MailFathom krzysztof318.github.io A brain for your mail: MailFathom turns IMAP mailboxes into a self-hosted, AI-native servi | 14 | Claude Code, Codex, OpenCode | 12 | 7,139 tok |
| andikarachman/data-science-plugin Data science and ML workflow tools for Claude Code. 6 agents, 4 commands, 6 skills for pro | 14 | Claude Code | 1 | 1,378 tok |
| mrgoonie/searchapi-mcp-server TypeScript Model Context Protocol (MCP) server boilerplate providing search API tools/reso | 14 | Claude Code | 1 | 398 tok |
| wyattjoh/media-server-mcp A Model Context Protocol (MCP) server that provides AI assistants with tools to manage Rad | 14 | Claude Code | 1 | 6,496 tok |
| nickjlamb/pubcrawl pharmatools.ai MCP server giving AI assistants verifiable access to PubMed, Europe PMC, US/UK drug labell | 14 | Claude Code | 1 | 1,395 tok |
| theYahia/tilda-mcp npmjs.com MCP server for Tilda — website builder, page management (Russia). Part of WWmcp — 46 MCP s | 14 | Claude Code | 3 | — |
| matematicsolutions/patron matematicsolutions.com Self-hosted, GDPR-safe AI agent for law firms. Zero-cloud, hash-chained audit trail (AI Ac | 14 | Claude Code, Codex, OpenCode | 2 | 5,112 tok |
| totigm/humanjs humanjs.dev Humanize browser automation for AI agents, QA tests, and demos. Playwright-first — record | 14 | Claude Code | 1 | 3,451 tok |
| hltcoe/routir hltcoe.github.io Fast and simple server to host state-of-the-art retrieval models | 14 | Claude Code | 1 | 4,146 tok |
| Dynokostya/just-works Set of instructions for Claude Code base installation that integrates in any project | 14 | Claude Code, Codex, OpenCode | 35 | 5,056 tok |
| Whatsonyourmind/oraclaw web-olive-one-89.vercel.app Deterministic decision-intelligence MCP server for AI agents — 17 tools (bandits/LinUCB, H | 13 | Claude Code | 1 | 1,825 tok |
| dcc-mcp/dcc-mcp-photoshop pypi.org Adobe Photoshop adapter for the DCC Model Context Protocol (MCP) ecosystem — bridges MCP t | 13 | Claude Code, Codex, OpenCode | 2 | 1,447 tok |