2,460 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 agents7,510Claude Code6,601Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| jordanburke/ssh-client-mcp-server MCP server exposing SSH control for Linux servers via Model Context Protocol. | 3 | Claude Code | 1 | 1,373 tok |
| craigjmidwinter/mail-muncher craigjmidwinter.github.io An email client for AI agents. Filtered, read-only Gmail delivered to disk as .eml + markd | 3 | Claude Code, Codex, OpenCode | 2 | 1,325 tok |
| catalyst-cooperative/agent-skills Coding agent skills designed to help users work with PUDL data and the PUDL data processin | 3 | Claude Code, Codex, OpenCode | 2 | 3,628 tok |
| dhannusch/smart-web-crawler-mcp A Model Context Protocol (MCP) server built on Cloudflare Workers that provides intelligen | 3 | Claude Code | 1 | 961 tok |
| Quinncuatro/jane-mcp-server Jane is a Model Context Protocol (MCP) server that provides a knowledge management system | 3 | Claude Code | 1 | 1,202 tok |
| yanlingLabs/video-extract-mcp Local-first MCP server for video: download any video from almost any URL, or get a transcr | 3 | Claude Code | 1 | 3,803 tok |
| HarperZ9/forum harperz9.github.io Coordinate agent fleets: routing, quality checks, prose contracts, and a replayable hash-c | 3 | Claude Code, Codex, OpenCode | 2 | 458 tok |
| karbassi/slack-mcp MCP server exposing 193 Slack Web API methods as tools for AI agents | 3 | Claude Code | 2 | 726 tok |
| Sagargupta16/bedrock-multi-model-mcp MCP server for AWS Bedrock - text, image, video, and embeddings across Claude, Llama, Mist | 3 | Claude Code | 1 | 1,161 tok |
| JohannesHoppe/x-autonomous-mcp MCP server for the X (Twitter) API — with built-in safety rails for autonomous operation. | 3 | Claude Code | 1 | 2,139 tok |
| StuMason/m365-mcp stumason.dev MCP server for Microsoft 365. Manage mail, calendar, OneDrive, Teams and more through AI a | 3 | Claude Code | 1 | 1,965 tok |
| everclear077/dsh-progressive-tools Progressive tool discovery for DeepSeek Harness — tiny stable surface, searchable catalog, | 3 | Claude Code, Codex, OpenCode | 2 | 854 tok |
| franciscorizzo/GxObjGen-install | 3 | Claude Code | 2 | 1,361 tok |
| xwiki/xwiki-dev-llm Shared LLM resources for developers | 3 | Claude Code | 1 | 2,219 tok |
| rmosleydb/databricks-agentic-app-workshop Workshop: From Prompt to Production - Hardening an AI Customer Support Agent on Databricks | 3 | Claude Code | 1 | 1,390 tok |
| Bokai-Zhao/Pathology-Wiki | 3 | Claude Code | 6 | 8,365 tok |
| armchairdeity/mcp-server-scpi The Python-powered SCPI/VISA hardware instrument interface for the Model Context Protocol. | 3 | Claude Code | 2 | — |
| idfkit/idfkit-mcp mcp.idfkit.com 🤖 Model Context Protocol (MCP) server for EnergyPlus building energy simulation | 3 | Claude Code | 1 | 756 tok |
| cyanheads/internet-archive-mcp-server npmjs.com Search the Wayback Machine and IA library (40M+ items), fetch archived snapshots, retrieve | 3 | Claude Code, Codex, OpenCode | 2 | 11,224 tok |
| cyanheads/socrata-mcp-server npmjs.com Search and query government open-data portals (Socrata SODA API) via MCP. STDIO or Streama | 3 | Claude Code | 1 | 5,418 tok |
| salimfadhley/agent-inbox A SQLite mailbox for local LLM agents — one HTTP API, an ActivityStreams messaging model, | 3 | Claude Code, Codex, OpenCode | 2 | 3,720 tok |
| Sarks0/mcp-ShellGateway A secure Model Context Protocol (MCP) server that provides Linux shell command execution c | 3 | Claude Code, GitHub Copilot | 2 | 1,413 tok |
| lyndonkl/graphragmcp A comprehensive Model Context Protocol (MCP) server providing structured access to knowled | 3 | Claude Code | 3 | — |
| labjp-mcp/mcp-sessionize MCP server for Sessionize event data | 3 | Claude Code | 1 | 1,517 tok |
| 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 |
| 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 |
| azerv1/thimiko Chat history search for your llm | 2 | Claude Code | 1 | 945 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 |
| 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 |
| 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 |
| 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 |