1,821 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 |
|---|---|---|---|---|
| Killian-Filippov/CodeGB MCP server that provides structured repository context for AI coding agents. | 1 | Codex, OpenCode | 1 | 1,841 tok |
| zhyx12/projtool Python package + Claude Code MCP server for running ML experiments across a local dev mach | 1 | Claude Code, Codex, OpenCode | 2 | 5,991 tok |
| Joncallim/pdf-inline-image-rag-mcp MCP server for searchable PDF text databases with inline image extraction and exact image | 1 | Codex, OpenCode | 1 | 551 tok |
| datarian/mcp-coco A context engine implemented through cocoindex with a minimal MCP server in front. | 1 | Claude Code, Codex, OpenCode | 6 | 169 tok |
| thejavapirate/model-context-stream thejavapirate.github.io Living, event-driven MCP server: durable context streams, task queue with exactly-once cla | 1 | Claude Code, Codex, OpenCode | 2 | 1,987 tok |
| dduartee/mcp-searxng-local MCP server for local web search via SearXNG with optimized GitHub fetching | 1 | Codex, OpenCode | 1 | 1,218 tok |
| damienbenveniste/substack-mcp damienbenveniste.github.io Draft-only MCP server for validating and managing Substack newsletter drafts. | 1 | Codex, OpenCode | 1 | 1,203 tok |
| matdev83/patch-file-mcp-fork Agent‑ready MCP server for precise, cross‑model file edits. Improves context management an | 1 | Codex, OpenCode | 1 | 664 tok |
| marcmodin/mcp-prompt-server A demo of a universal prompt mcp that serves custom prompts that can be used in multiple A | 1 | Claude Code, Codex, OpenCode | 5 | 374 tok |
| Miraculix2050/LoxBerry-Plugin-MCP-Server MCP-Server für Loxone und LoxBerry – lokal, berechtigungsbasiert und ohne eigenen Cloud-Di | 1 | Codex, OpenCode | 1 | 688 tok |
| John-CEO-HQ/cockroachdb-x-aws-hackathon john.ceo The memory layer behind John CEO - durable agent memory with CockroachDB VECTOR + AWS Lamb | 1 | Codex, OpenCode | 1 | 530 tok |
| Valdivia94x/tizon-mcp tizon-mcp.vercel.app Servidor Model Context Protocol para operar un restaurante ficticio, con un playground que | 1 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| benkipnis/virtual_engineer AI-assisted chiller troubleshooting demo powered by MongoDB Atlas, MCP tools, and an LLM a | 1 | Codex, OpenCode | 1 | 493 tok |
| BitDG/TableRAG Project-agnostic semantic table indexing and read-only MCP logic | 1 | Codex, OpenCode | 1 | 529 tok |
| Finn-Aigc/ai-ops-mcp Local SSH credential broker and MCP server | 1 | Codex, OpenCode | 1 | 594 tok |
| simonives/reed simonives.github.io A self-hosted, open-source RSS reader with a graph-native data model, public REST API, and | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 8,792 tok |
| tuweihuasheng/host-console HostConsole — let AI operate SSH while keeping your keys in your own hands. A fully Chines | 1 | Codex, OpenCode | 1 | 787 tok |
| doctormacky/okf-mcp | 1 | Claude Code, Codex | 5 | — |
| npcworkspace-cmyk/eric-task-master npctech.site Durable Playwright + Chrome task runner for AI agents: one-file jobs, persistent Profiles, | 1 | Codex, OpenCode | 1 | 309 tok |
| KG-NINJA/HyperXosist-Agent | 1 | Codex, OpenCode | 1 | 4,231 tok |
| asattelmaier/gnome-ui-mcp A small Model Context Protocol server for GNOME Wayland desktop automation | 1 | Codex, OpenCode | 1 | 486 tok |
| cyanheads/ourairports-mcp-server npmjs.com Resolve airport codes (IATA/ICAO/GPS/local), search airports, find the nearest by coordina | 1 | Claude Code, Codex, OpenCode | 2 | 15,774 tok |
| cyanheads/reference-data-mcp-server npmjs.com Look up countries, timezones, periodic table elements, physical constants, units, HTTP sta | 1 | Claude Code, Codex, OpenCode | 2 | 15,750 tok |
| cyanheads/pokeapi-mcp-server npmjs.com Look up Pokémon, moves, abilities, items, natures, and type matchups from PokéAPI v2 via M | 1 | Claude Code, Codex, OpenCode | 2 | 14,732 tok |
| cyanheads/transitland-mcp-server npmjs.com Global transit data from the Transitland v2 registry — operators, GTFS/GTFS-RT/GBFS feeds | 1 | Claude Code, Codex, OpenCode | 2 | 16,186 tok |
| cyanheads/usda-mcp-server npmjs.com Search foods, compare nutrients, and look up the full USDA FoodData Central database via M | 1 | Claude Code, Codex, OpenCode | 2 | 17,134 tok |
| cyanheads/openfoodfacts-mcp-server npmjs.com Look up food products by barcode, search by keyword, tag, allergen, or nutrition filter, c | 1 | Claude Code, Codex, OpenCode | 2 | 16,016 tok |
| divyanshu-iitian/ContextFlux Task-adaptive repository context engine for coding agents: local MCP, exact token budgets, | 1 | Codex, OpenCode | 1 | 129 tok |
| Gnidreve/Genesis-World-MCP MCP-Server für CAS genesisWorld – bringt das CRM als Tools, Flows und Ressourcen direkt in | 1 | Codex, OpenCode | 1 | 9,106 tok |
| Kayforkind/book-guide-mcp Book Guide MCP — Ship improvements with books your agents can run. Playbooks, citations, S | 1 | Codex, OpenCode | 1 | 585 tok |
| smlfg/hai-mcp human-agent-interface.com Open-source MCP control-plane implementation of Human Agent Interface (HAI) by Samuel Flei | 1 | Codex, OpenCode | 1 | 141 tok |
| davidmosiah/mcp-scorecard npmjs.com Quality + agent-readiness scorecard for any MCP server. One command, comprehensive score, | 1 | Codex, OpenCode | 1 | 279 tok |
| davidmosiah/wellness-cycle-coach npmjs.com Local-first menstrual cycle coach MCP — orchestrates Apple Health Cycle, Garmin women's he | 1 | Codex, OpenCode | 1 | 381 tok |
| partymola/bosch-flow-mcp modelcontextprotocol.io MCP server for the Bosch eBike Flow API with OAuth, local cache, and battery trend analysi | 1 | Claude Code, Codex, OpenCode | 2 | 10,277 tok |
| xiaojiou176-open/notebackup xiaojiou176-open.github.io Apple Notes backup control room for macOS with AI diagnostics, a token-gated Local Web API | 1 | Codex, OpenCode | 1 | 1,209 tok |
| stackpwnies/bible-mcp MCP server that gives AI assistants access to 100+ Bible translations in 38+ languages. Lo | 1 | Codex, OpenCode | 1 | 1,108 tok |
| zamushwani/biomedical-ai-skills AI agent skills for cancer biology and multi-omics research | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,531 tok |
| obrien-matthew/mcp-spotify pypi.org MCP server for Spotify -- playlist building, playback control, and music discovery for Cla | 1 | Claude Code, Codex, OpenCode | 2 | 295 tok |
| rexlManu/lol-mcp-server MCP server for League of Legends player analysis, match review, and training plans via Rio | 1 | Codex, OpenCode | 1 | 1,824 tok |
| galimar/veridge The always-fresh, low-token map of a whole project — docs, code (to the symbol, multi-lang | 1 | Codex, OpenCode | 1 | 511 tok |
| yamayued/houjin-bangou-api-mcp cocorobi.co.jp MCP server for the Japan National Tax Agency Corporate Number API | 1 | Codex, OpenCode | 1 | 645 tok |
| Kruceo/process-mcp A local MCP (Model Context Protocol) server for managing background processes. | 1 | Codex, OpenCode | 1 | 586 tok |
| TMHSDigital/tailscale-mcp tmhsdigital.github.io MCP server for safe programmatic access to the local Tailscale daemon: tailnet discovery, | 1 | Codex, Cursor, OpenCode | 2 | 1,532 tok |
| Alpha-W0lf/ai-knowledge-base-public Production-grade local hybrid search for coding agents: vector + keyword search merged wit | 1 | Claude Code, Codex, OpenCode | 2 | 755 tok |
| surendranb/macos-mcp macos-mcp.builditwithai.xyz 40-tool macOS MCP server for AI agents — calendar, mail, notes, music, podcasts, camera, s | 1 | Codex, OpenCode | 1 | 788 tok |
| YoshitakaArakawa/tableau-mcp-apps-lab Experimental fork of tableau/tableau-mcp strengthening MCP Apps: EAS (OAuth 2.0 Trust) aut | 1 | Claude Code, Codex, OpenCode | 4 | 4,582 tok |
| HitamLegit6777/blender-mcp-ultra MCP server lengkap untuk Blender — 138+ tool, demo LLM end-to-end, teruji di Blender 4.2 L | 1 | Codex, OpenCode | 1 | 356 tok |
| arr-mcps/lidarr-mcp Model Context Protocol for Lidarr/Lidarr | 1 | Codex, OpenCode | 1 | 1,633 tok |
| PipperL/nycu-library-mcp-wrapper Cloudflare Workers wrapper for NYCU Library's official MCP server. Normalizes catalog sear | 1 | Codex, OpenCode | 1 | 360 tok |
| engoetz/sap-adt-mcp MCP server and Python client for the SAP ADT REST API — search, read, write, activate and | 1 | Claude Code, Codex, OpenCode | 2 | 3,871 tok |