3,688 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 |
|---|---|---|---|---|
| stevemurr/windex Self-hosted web index for search agents: news, GitHub projects, Wikipedia, arXiv, small-we | 3 | Claude Code | 1 | 811 tok |
| grahama1970/extractor Advanced multi-format document processing with AI accuracy improvements - Enhanced marker- | 3 | Claude Code, Codex, OpenCode | 54 | 8,882 tok |
| prosperkartik/hostaway-mcp Open-source Model Context Protocol (MCP) server for the Hostaway PMS - connect Claude to | 2 | Claude Code | 1 | 2,668 tok |
| CSOAI-ORG/music-production-ai-mcp meok.ai MEOK AI Labs MCP Server | 2 | Cursor | 1 | 76 tok |
| Agenxy/dibs agenxy.org Keeps your agents in the loop about each other. See what the fleet is doing, then message, | 2 | Claude Code, Codex, OpenCode | 2 | 3,616 tok |
| SecondLifes/code-intel Hybrid semantic+keyword code search, RAG chat, and a 17-tool MCP server for Delphi/Pascal | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 50 | 8,454 tok |
| Noctilucenty/ATLAS Short-horizon FX binary-option prediction on IQ Option: calibrated LightGBM + expected-val | 2 | Claude Code | 1 | 1,032 tok |
| BuyWhere/buywhere BuyWhere agent-native product catalog API | 2 | Codex, OpenCode | 1 | 1,103 tok |
| azerv1/thimiko Chat history search for your llm | 2 | Claude Code | 1 | 945 tok |
| minds-ai-co/minds-mcp getminds.ai Docs for the Minds MCP server: run AI market research with synthetic customer panels from | 2 | Gemini CLI | 1 | 161 tok |
| neurarelay/relay-action-card neurarelay.com Run a Neura Relay Action Card and receive a governed Decision Receipt before execution. | 2 | Codex, OpenCode | 1 | 384 tok |
| issmirnov/ynab-mcp-server Model Context Protocol for YNAB (you need a budget) | 2 | Claude Code | 1 | 2,343 tok |
| Tempguru-co/tempguru-mcp tempguru.co MCP server for W-2 event staffing across 345 US/CA markets: plan_staffing planner, live ra | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 5,545 tok |
| AceDataCloud/ProducerMCP platform.acedata.cloud MCP server for Producer/Riffusion AI music generation via AceDataCloud API | 2 | Claude Code, GitHub Copilot | 2 | 852 tok |
| BenyD/haypile haypile.sh Private search and Q&A for your documents. One binary that watches your folders and answer | 2 | Claude Code | 1 | 100 tok |
| BourbonDog/amicus bourbondog.github.io Amicus — a multi-model AI council and ad-hoc sidecar, with Claude as orchestrator. | 2 | Claude Code | 1 | 3,579 tok |
| NeoAIResearch/neo-mcp MCP server for Neo AI Engineer Agent | 2 | Claude Code | 1 | 5,993 tok |
| cyanheads/eia-energy-mcp-server npmjs.com Browse and query the U.S. Energy Information Administration API v2 — electricity, petroleu | 2 | Claude Code | 1 | 6,891 tok |
| ameyxd/petromcp Local-first MCP server for petroleum data. Read LAS well logs from Claude, behind a defaul | 2 | Claude Code | 1 | 2,308 tok |
| Vbj1808/retrieval-lens glama.ai MCP server that audits RAG retrieval - logs what chunks the model saw before any answer wa | 2 | Codex, OpenCode | 1 | 737 tok |
| andylbrummer/math-mcp GPU-accelerated MCP servers for computational mathematics, physics simulations, and machin | 2 | Claude Code | 2 | 974 tok |
| andrii-su/datoon andrii-su.github.io Smart JSON-to-TOON conversion with pragmatic auto-gating for LLM prompts | 2 | Claude Code | 1 | 1,617 tok |
| astrogilda/waitbus thepragmaticquant.com A workstation-local event bus: your AI coding agents wait on events instead of polling — a | 2 | Codex, OpenCode | 1 | 567 tok |
| davidmosiah/oura-mcp wellness.delx.ai Local-first MCP server for Oura Ring readiness, sleep, HRV — Claude/Cursor/ChatGPT ready | 2 | Codex, OpenCode | 1 | 145 tok |
| koki-develop/esa-mcp-server A Model Context Protocol (MCP) server for esa.io | 2 | Claude Code | 2 | 705 tok |
| eralpozcan/vision-squeezer visionsqueezer.com LLM-native image optimization MCP server | 2 | Claude Code | 1 | 2,025 tok |
| ertad-family/liquid AI discovers APIs. Code syncs data. No adapters to write. | 2 | Claude Code | 1 | 334 tok |
| genecell/preprint-fulltext Retrieve full text of bioRxiv, medRxiv & arXiv preprints as structured sections — to groun | 2 | Codex, GitHub Copilot, OpenCode | 2 | 2,962 tok |
| ndjordjevic/pinrag A powerful RAG (Retrieval-Augmented Generation) system built with LangChain, designed as a | 2 | Claude Code, Cursor | 4 | — |
| neturely/okffs okffs.g2mk.dev okffs is a Model Context Protocol server for GitHub. Create and manage GitHub issues and p | 2 | Claude Code, GitHub Copilot | 3 | 11,998 tok |
| malkreide/sbb-opendata-mcp MCP server for Swiss Federal Railways (SBB) open data — passenger frequency, live disrupti | 2 | Claude Code | 3 | 6,758 tok |
| lazyants/transkribus-mcp-server | 2 | Claude Code | 1 | 1,696 tok |
| hanoak/pexels-mcp-server npmjs.com Production-ready Model Context Protocol (MCP) server for the Pexels API — search and brows | 2 | Claude Code | 1 | 2,113 tok |
| rbonestell/ap-mcp-server Model Context Protocol (MCP) server for the Associated Press Media API | 2 | Claude Code | 1 | 1,025 tok |
| divyanshu-iitian/SearchForge divyanshu-iitian.github.io Open-source web search API and MCP server for LLMs, AI agents, and RAG. Free sources, self | 2 | Codex, OpenCode | 1 | 118 tok |
| huseyinstif/klaket Turn any video into LLM-ready data - transcripts, speaker labels, scenes, subtitles and on | 2 | Claude Code | 1 | 1,219 tok |
| shck-dev/notion-mcp MCP server for Notion using internal API — no workspace admin needed | 2 | Claude Code | 1 | 2,310 tok |
| typesensekit/typesensekit typesensekit.vercel.app 95 typed Typesense operations for humans and AI agents—one CLI and MCP server, read-only b | 2 | Claude Code, Codex, OpenCode | 2 | 84 tok |
| prakharagarwal-dev/linkedin-mcp-server A LinkedIn MCP server to find jobs, search people, research companies, manage your network | 2 | Codex, OpenCode | 1 | 687 tok |
| rachadele/biolit LLM-assisted biomedical literature screening and structured extraction. Supports multiple | 2 | Claude Code | 1 | 2,255 tok |
| prPMDev/jd-intel prpmdev.github.io Stop pasting JDs into AI Assistants. Let your AI fetch them directly. | 2 | Claude Code, Codex, OpenCode | 2 | 8,343 tok |
| Sequenzy/mcp sequenzy.com MCP server for AI agents to operate Sequenzy lifecycle, campaign, and transactional email | 2 | Codex, OpenCode | 1 | 532 tok |
| theYahia/voximplant-mcp npmjs.com MCP server for Voximplant — cloud telephony, call history, SMS (Russia). Part of WWmcp — 4 | 2 | Claude Code | 1 | — |
| theYahia/megaplan-mcp npmjs.com MCP server for Megaplan — tasks, deals, project management (Russia). Part of WWmcp — 46 MC | 2 | Claude Code | 1 | — |
| HarperZ9/telos harperz9.github.io Build shared AI workspaces for creation, simulation, verification, MCP tools, and replayab | 2 | Codex, OpenCode | 1 | 231 tok |
| trycoin-ai/agentrisk Risk guardrails for AI trading agents. Your agent proposes a trade; your policy decides. | 2 | Claude Code, Codex, OpenCode | 1 | 710 tok |
| JeongSeongMok/tossinvest-openapi-mcp jeongseongmok.github.io An MCP server (stdio) that helps AI agents easily explore and integrate with the Toss Secu | 2 | Claude Code | 1 | 612 tok |
| stfade/moth npmjs.com A debugging workflow plugin for AI coding agents. Turns terminal failures into source-back | 2 | Codex, OpenCode | 1 | 1,253 tok |
| shibley/mymcptools mymcptools.vercel.app MCP Server Directory - Find and compare Model Context Protocol servers | 2 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| Pantrist-dev/pantrist-mcp Model Context Protocol server wrapping the Pantrist REST API | 2 | Claude Code | 1 | — |