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 |
|---|---|---|---|---|
| SolanceLab/arachne-discord-mcp One Discord bot, unlimited AI identities. Multi-tenant MCP server with per-entity encrypti | 2 | Claude Code | 1 | 531 tok |
| SinoEdwards/mail-agent-mcp Local-first email MCP server for Gmail and QQ Mail with secure OAuth, IMAP search/read, at | 2 | Claude Code, Codex, OpenCode | 2 | 967 tok |
| kud/mcp-opencode kud.io 🔮 Query any model configured in opencode from Claude — zero API keys, auto-starts the ser | 2 | Claude Code | 1 | 21 tok |
| artificemachine/obsidian-semantic-mcp MCP server for Obsidian with semantic search, vector embeddings via pgvector, and Claude C | 2 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,253 tok |
| Daniil-Sokolskiy/mnemex Your second brain, curated by an LLM. Books in, structured wiki out — an MCP toolkit for C | 2 | Claude Code | 1 | 496 tok |
| flic/node-red-contrib-mcp-server Generic Model Context Protocol (MCP) server nodes for Node-RED: expose flows as MCP tools | 2 | Claude Code | 7 | — |
| noelroehrig/onenote-mcp A local MCP (Model Context Protocol) server that lets LLMs read and edit pages in the OneN | 2 | Claude Code | 1 | 450 tok |
| kltng/calendar_converter CJK historical calendar converter (Chinese/Japanese/Korean/Vietnamese) using Julian Day Nu | 2 | Claude Code | 1 | 2,278 tok |
| shawn-durrani/membro Local-first memory for AI assistants: append-only fact ledger behind deterministic extract | 2 | Claude Code | 1 | 363 tok |
| cyanheads/tmdb-mcp-server npmjs.com Search movies, TV, and people on The Movie Database (TMDB) — credits, ratings, trailers, i | 2 | Claude Code, Codex, OpenCode | 2 | 16,064 tok |
| cyanheads/whois-mcp-server npmjs.com Look up domain registration, check registry record status, fetch DNS records, and resolve | 2 | Claude Code, Codex, OpenCode | 2 | 16,076 tok |
| cyanheads/musicbrainz-mcp-server npmjs.com Search artists, releases, recordings, works, and labels; traverse relationships; resolve I | 2 | Claude Code, Codex, OpenCode | 2 | 19,680 tok |
| cyanheads/onebusaway-mcp-server npmjs.com Query stops, routes, real-time arrivals, vehicle positions, and schedules from OneBusAway | 2 | Claude Code, Codex, OpenCode | 2 | 8,235 tok |
| cyanheads/nws-weather-mcp-server npmjs.com Get US weather forecasts, active alerts, and current observations via the National Weather | 2 | Claude Code, Codex, OpenCode | 2 | 19,496 tok |
| ondeinference/onde-cli ondeinference.com Fine-tune, quantize, and publish your model all from your Apple silicon devices. I meant m | 2 | Claude Code, Codex, OpenCode | 5 | 12 tok |
| redpop/apple-calendar-mcp MCP server for Apple Calendar on macOS — read events, create them, and find free time via | 2 | Claude Code | 1 | 2,141 tok |
| tydung26/websupport-mcp MCP server for the Websupport REST API — DNS, FTP, hosting, databases, mailboxes, VPS and | 2 | Claude Code | 1 | 1,116 tok |
| wuwux666/RAG-MCP-SERVER | 2 | Claude Code, Codex | 10 | — |
| cunzai97/Memory-DB Minimal vector memory for AI agents — store, search, update, delete via semantic similarit | 2 | Claude Code | 1 | 473 tok |
| leonardoAB1/qucs-mcp MCP server for Qucs/uSimmics circuit simulation: enables agents to generate schematics, ru | 2 | Claude Code | 1 | 2,032 tok |
| azmirizkifar20/RAGBuddy rag.azmirf.my.id 🤖 A multi-project RAG (Retrieval-Augmented Generation) platform that provides project-awa | 2 | Claude Code, Codex, OpenCode | 3 | 1,034 tok |
| Goldwep/enfusion-workbench-mcp MCP server for Arma Reforger / Enfusion Workbench modding — 112 tools: project indexing, r | 2 | Claude Code | 1 | 237 tok |
| jperelli/graylog-mcp An MCP server to integrate ai agents with for Graylog to help debug any issue. It uses bes | 2 | Claude Code | 1 | 1,946 tok |
| ebenezer-isaac/llmconveyors-mcp llmconveyors.com MCP server that connects AI agents to LLM Conveyors — run Job Hunter, B2B Sales, and more | 1 | Claude Code | 1 | 2,331 tok |
| prPMDev/jd-intel prpmdev.github.io Stop pasting JDs into AI Assistants. Let your AI fetch them directly. | 1 | Claude Code, Codex, OpenCode | 2 | 4,687 tok |
| sodam-ai/SoDam-Prompt-Eng Korean writing skill collection for beginners new to AI + create your own skills — Claude | 1 | Claude Code, Codex, OpenCode | 2 | 190 tok |
| SparkElf/deepseek-harness-plus deepseek.com DeepSeek Harness Plus: timely fixes for upstream bugs, early features, practical extension | 1 | Claude Code, Codex, OpenCode | 2 | 3,673 tok |
| RP-Digital-Innovations/context-snipe Deterministic dependency + CVE context for AI coding tools, over the Model Context Protoco | 1 | Claude Code | 1 | 2,052 tok |
| JRM-FusionAL/FusionAL Unified MCP gateway — 150+ AI tools in Claude Desktop via one Docker command. Full Windows | 1 | Claude Code | 1 | 3,684 tok |
| qipeijun/swagger-docs-mcp qipeijun.github.io MCP Server connecting AI agents with real-time API documentation, allowing AI to directly | 1 | Claude Code, Codex, OpenCode | 2 | 2,066 tok |
| tracegazer/clockify-mcp Full-coverage Clockify MCP — 112 tools across 18 domains (incl. invoices, scheduling, time | 1 | Claude Code | 1 | 2,024 tok |
| theYahia/cdek-mcp npmjs.com MCP server for CDEK — delivery, tariffs, tracking, order management (Russia) | 1 | Claude Code | 4 | — |
| piers-fawkes/fodda-mcp fodda.ai Expert-curated knowledge graphs for AI agents - 100+ datasets across retail, beauty, sport | 1 | Claude Code | 1 | 912 tok |
| marian-kamenistak/ai-engineering-leader-toolkit marian.coach MCP server: engineering leadership answers from 3,662 mentoring sessions. Benchmarks, 1:1 | 1 | Claude Code | 1 | 871 tok |
| Abhishekkumar2021/mcp-suite npmjs.com A collection of Model Context Protocol (MCP) servers, built in TypeScript. | 1 | Claude Code | 1 | 4,684 tok |
| AceDataCloud/ShortURLMCP MCP server for short URL creation and management through Ace Data Cloud. | 1 | Claude Code, GitHub Copilot | 2 | 786 tok |
| AceDataCloud/GrokMCP MCP server for Grok Imagine AI video generation via Ace Data Cloud. | 1 | Claude Code, GitHub Copilot | 2 | 856 tok |
| AceDataCloud/SerpMCP platform.acedata.cloud MCP server for Google SERP search, images, news, maps, and knowledge graph results. | 1 | Claude Code, GitHub Copilot | 2 | 801 tok |
| AceDataCloud/WanMCP platform.acedata.cloud MCP server for Wan AI video generation via AceDataCloud API | 1 | Claude Code, GitHub Copilot | 2 | 806 tok |
| Davmunrey/Trazum trazum.vercel.app Know what your AI agents cost, per project, without your prompts leaving the machine. CLI, | 1 | Claude Code | 3 | — |
| XWeaponX7/rundida-mcp MCP server for running & fitness — AI agents compute paces, HR zones and race predictions, | 1 | Claude Code | 1 | 528 tok |
| aniripsaretro-max/golemreach golemreach.com A persistent tile-based MMORPG for humans and AI agents alike — raw HTTP, TypeScript SDK, | 1 | Claude Code | 1 | 642 tok |
| benseverndev-oss/goldenflow [Archived] Now part of the Golden Suite monorepo: github.com/benseverndev-oss/goldenmatch | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 13,577 tok |
| cbetz/ratebook Open database of US electricity tariffs, a deterministic rate engine, and an MCP server — | 1 | Claude Code | 1 | 897 tok |
| chrischall/flightaware-mcp FlightAware AeroAPI MCP server — live flight tracking, airports, operators, schedules, and | 1 | Claude Code | 1 | 1,641 tok |
| cunicopia-dev/knowledge-graph-rdbms A label property graph in a single SQLite file — event-sourced, gated, and MCP-ready. Agen | 1 | Claude Code | 2 | 3,947 tok |
| cyanheads/bls-labor-mcp-server npmjs.com Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and more via M | 1 | Claude Code, Codex, OpenCode | 2 | 17,232 tok |
| cyanheads/cpsc-recalls-mcp-server npmjs.com Search and retrieve US consumer product recalls from the CPSC (Consumer Product Safety Com | 1 | Claude Code, Codex, OpenCode | 2 | 15,786 tok |
| ellmos-ai/ellmos-controlcenter-mcp npmjs.com Policy-gated MCP control plane for local discovery, profiles, capability bundles, dashboar | 1 | Claude Code, Codex, OpenCode | 2 | 149 tok |
| fieldcure/fieldcure-assiststudio-runner nuget.org Headless LLM task runner — schedule natural language tasks via MCP, execute with any LLM p | 1 | Claude Code | 1 | 2,299 tok |