1,844 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 |
|---|---|---|---|---|
| cyanheads/openfoodfacts-mcp-server npmjs.com Look up food products by barcode, search by ingredient or nutrition filter, compare produc | 1 | Claude Code, Codex, OpenCode | 2 | 10,782 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 |
| timememe/woclub worldorder.club Shared persistent voxel world for AI agents to build in over HTTP or MCP | 1 | Codex, OpenCode | 1 | 157 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 |
| 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 |
| wuwux666/RAG-MCP-SERVER | 1 | Claude Code, Codex | 10 | — |
| 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 MCP server for the Japan National Tax Agency Corporate Number API | 1 | Codex, OpenCode | 1 | 645 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 |
| vanppsa/oracle-models This project transforms the `oracle-models` skill into a **local MCP Server**. It classifi | 0 | Codex, Gemini CLI, OpenCode | 2 | 3,793 tok |
| smlfg/hai-mcp human-agent-interface.com Open-source MCP control-plane implementation of Human Agent Interface (HAI) by Samuel Flei | 0 | Codex, OpenCode | 1 | 141 tok |
| Jarzembak/calibremcp FastMCP 3.2 server for Calibre e-book library management — AI-assisted search, RAG, and ag | 0 | Claude Code, Codex, Cursor, OpenCode | 4 | 1,295 tok |
| 1308495420-dotcom/MCP-RAG | 0 | Claude Code, Codex | 9 | — |
| ayhammouda/obd-mcp-server Safety-first, read-only MCP server for vehicle diagnostics with simulator-first OBD-II, EL | 0 | Codex, OpenCode | 1 | 489 tok |
| VericyIO/mcp-air air.thalus.ai MCP server for AIR (AI Responsibly) — run risk assessments from Cursor, Claude Code, VS Co | 0 | Codex, OpenCode | 1 | 286 tok |
| frli4797/crowdsec-mcp CrowdSec-focused MCP server for safe, auditable security operations. | 0 | Codex, OpenCode | 1 | 945 tok |
| HenokD11/icrisat-data-hub Federation-first data hub for ICRISAT teams: zero-skill upload (CSV/Excel/Word), auto-inge | 0 | Codex, OpenCode | 1 | 642 tok |
| o-sokhan/abm-mcp Read-only MCP server for the Apple School & Business Manager (ABM/ASM) API, built with Fas | 0 | Codex, OpenCode | 1 | 386 tok |
| proAutomator/livespace-crm-mcp npmjs.com Unofficial MCP server for Livespace CRM with safe, intent-shaped read and write tools. | 0 | Codex, OpenCode | 1 | 1,100 tok |
| shawn1905/generation-ship shawn1905.github.io Multi-AI collaborative worldbuilding — a 1000-year future history (2025-3000+) built by ma | 0 | Claude Code, Codex, OpenCode | 2 | 1,772 tok |
| miguelju/vle-mcp Educational Model Context Protocol server for vle-steam and stages-thermo | 0 | Codex, OpenCode | 1 | 292 tok |
| Phionx/mcp-hello-server MCP Hello Server - A simple Model Context Protocol server built with Smithery | 0 | Codex, OpenCode | 1 | 4,099 tok |
| whitestone1121-web/signalbrain Trust layer for governed software changes: executable receipts, objective re-scoring, cali | 0 | Codex, OpenCode | 1 | 415 tok |
| dribbaengineering/dribba dribba.com Official SDK, CLI, MCP server and agent skills for the Dribba public API — no API key requ | 0 | Codex, OpenCode | 1 | 1,297 tok |
| lj22503/invest-brain brain.mangofolio.com AI-powered investment discipline tool - MCP Server x RAG & Behavior Pattern Mining | 0 | Claude Code, Codex, OpenCode | 2 | 2,990 tok |
| printyourduck/printyourduck-mcp printyourduck.com MCP server for sending local 3D print files to PrintYourDuck quote review. | 0 | Codex, OpenCode | 1 | 522 tok |
| Iniciativas-Alexendros/agent-protonsuite npmjs.com Agente de software para la Suite Proton: organiza el correo, audita las contraseñas y sinc | 0 | Codex, OpenCode | 1 | 1,816 tok |
| AntVsl/oura_mcp pypi.org MCP server for Oura Ring data: sleep, readiness, HRV, resting heart rate | 0 | Codex, OpenCode | 1 | 896 tok |
| AparajeetS/Traintools Agent-ready PyTorch training diagnostics: gradient health, GNS, batch inspection, data qua | 0 | Codex, OpenCode | 1 | 698 tok |
| FedgeNo/conventions-mcp Personal memory MCP server for coding conventions and standing instructions — local SQLite | 0 | Claude Code, Codex, OpenCode | 1 | 6,183 tok |
| Ecocitizenz/ecz-id-mcp-verifier developers.ecocitizenz.com Resolver-posture checks for MCP hosts, agents, CLI and CI. Local-first, read-only and priv | 0 | Codex, OpenCode | 1 | 856 tok |
| Hushlor/mcp-server-tauri hypothesi.github.io A Model Context Protocol (MCP) server and plugin for Tauri v2 development | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 2 | 3,168 tok |
| JCrossman/can-fed-camp-mcp Local MCP server for accessible Parks Canada search and citizen-controlled booking prepara | 0 | Codex, OpenCode | 1 | 358 tok |
| Kosta1985/relaymarket Agent-to-agent marketplace with MCP/A2A discovery, evidence-backed trust, and a 1% platfor | 0 | Codex, OpenCode | 1 | 855 tok |
| MaxMLang/cxg-census-mcp MCP server for CZ CELLxGENE Discover Census. Single-cell RNA-seq queries, ontology-aware ( | 0 | Codex, OpenCode | 1 | 1,128 tok |
| PeterPirog/mcp-light-memory Lightweight local-first persistent memory for coding agents and MCP clients. | 0 | Claude Code, Codex, OpenCode | 6 | 248 tok |
| RightOnPar-LLC/mesh-connector market.meshtool.ai Connect any MCP client to the MeshTool platform + MeshMarket exchange in 30 seconds — agen | 0 | Codex, GitHub Copilot, OpenCode | 2 | 2,616 tok |
| africanmarketos591/mvr-framework africanmarketos.com Relational-readiness and permission-to-operate tools for AI agents in African, emerging, a | 0 | Codex, OpenCode | 1 | 2,614 tok |
| alyiox/mcp-docs-ask Local RAG MCP server for markdown docs. Retrieval only (no answer LLM): ask_docs returns g | 0 | Claude Code, Codex, OpenCode | 2 | 1,012 tok |
| FusionpactTech/fusionpact-vectordb ⚡ The Agent-Native Retrieval Engine — Hybrid Vector + Reasoning + Memory for AI Agents. HN | 0 | Codex, OpenCode | 1 | 2,037 tok |
| blueprint-chart/mcp mcp.blueprintchart.com Model Context Protocol server for authoring Blueprint Chart .bpc files with LLMs. | 0 | Codex, OpenCode | 1 | 1,597 tok |
| christianclaudio/mcp-server-smartsheet-rm Enterprise MCP server for Resource Management by Smartsheet (10,000ft API). Automate times | 0 | Codex, OpenCode | 1 | 1,703 tok |
| davidmosiah/astral-mcp astral.delx.ai Precision-audited astrology MCP for AI agents — natal charts, transits, synastry & moon ph | 0 | Codex, OpenCode | 1 | 433 tok |
| davidmosiah/delx-living-body wellness.delx.ai Meta-MCP that composes 15 Delx Wellness connectors. Ask one question, get a synthesized an | 0 | Codex, OpenCode | 1 | 635 tok |
| davidmosiah/mcp-scorecard npmjs.com Quality + agent-readiness scorecard for any MCP server. One command, comprehensive score, | 0 | 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 | 0 | Codex, OpenCode | 1 | 381 tok |
| gabrielmahia/kenya-health-mcp KenyaHealthMCP — MCP server for Kenya health data. NHIF, facility registry, maternal healt | 0 | Codex, OpenCode | 1 | 121 tok |
| genudo-ai/genudo_mcp genudo.ai A lightweight bridge that connects Claude Code to Genudo's Model Context Protocol (MCP) se | 0 | Claude Code, Codex, OpenCode | 2 | 341 tok |