3,584 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 |
|---|---|---|---|---|
| florianbuetow/low-latency-tts-api-server-mcp Local text-to-speech CLI and API server powered by the tiny tts kokoro model via tts.cpp, | 0 | Codex, OpenCode | 1 | 1,027 tok |
| ojimpo/otp-mcp MCP server exposing a self-hosted OpenTripPlanner instance for accurate Kanto rail/subway | 0 | Claude Code | 1 | 2,328 tok |
| lijunjie469/MODULAR-RAG-MCP-SERVER | 0 | Claude Code, Codex | 11 | 434 tok |
| AceDataCloud/WebExtratorMCP MCP server for web extraction and rendering via Ace Data Cloud. | 0 | Claude Code | 1 | 356 tok |
| ard1102/ip-intelligence Self-hosted threat intelligence platform — 10 open-source feeds, OCSF Class 4001, REST API | 0 | Claude Code | 9 | 2,799 tok |
| hzy9981/vertex-ai-mcp-bridge | 0 | Gemini CLI | 1 | 5,631 tok |
| NeveuGregor/mcp-redmineApi MCP server to drive a Redmine instance from Claude (Desktop/CLI) via its REST API: list/se | 0 | Claude Code | 1 | 1,304 tok |
| ArkTechNWA/federated-search Federated memory search MCP server — one query, all knowledge | 0 | Claude Code | 1 | 373 tok |
| pandashhh/rag-mcp-server | 0 | Claude Code | 1 | 232 tok |
| squall321/DigitalTwinSimulation LS-DYNA .k → STL → hand grip pose → phone outline morphing → solid .k. MCP server for LLM | 0 | Claude Code | 1 | — |
| aygp-dr/liquidus-005 liquidus reference MCP server (Python / mcp SDK). F5 governance-tuple provenance wrapping | 0 | Claude Code | 1 | 2,793 tok |
| carrilloapps/docgraph npmjs.com Universal documentation knowledge-graph MCP server with hybrid full-text + vector search. | 0 | Claude Code, Codex, OpenCode | 2 | 831 tok |
| matematicsolutions/mcp-fr-legal MCP server over an offline full-text corpus of French codes and statutes (Legifrance / DIL | 0 | Codex, OpenCode | 1 | 860 tok |
| herrozim-ship-it/yureong Phantom Case Detector — Detect AI-hallucinated Korean legal citations against the official | 0 | Codex, OpenCode | 1 | 708 tok |
| TalBenAmii/llm-d-bench-mcp Standalone MCP server (stdio) exposing the llm-d-benchmarking-agent's tools, knowledge, an | 0 | Claude Code | 1 | 936 tok |
| gmhelmold/HuGR_Tools 630-tool MCP fleet — 37 Cloudflare Workers on one frozen kernel. BYOK, fail-closed auth, t | 0 | Claude Code | 1 | 454 tok |
| maxrotemberg04-spec/rag-vault Local-first RAG over my Obsidian vault — hand-rolled hybrid retrieval (BM25 + embeddings + | 0 | Claude Code, Codex, OpenCode | 2 | 265 tok |
| dyno-nexsoft/zentao_mcp A Model Context Protocol (MCP) server for integrating with the Zentao API. | 0 | Claude Code, Gemini CLI | 2 | 720 tok |
| justomsharma/github-resume-assistant github-resume-assistant.vercel.app MCP server that grounds resume advice in your real GitHub activity — finds the gap between | 0 | Claude Code | 8 | 885 tok |
| da-troll/planhat-mcp Unofficial local MCP server for Planhat CRM: 60 tools for Claude Desktop and any MCP clien | 0 | Claude Code, Codex, OpenCode | 2 | 1,854 tok |
| dhruv-corethink/reasoning-traces Give your coding agent a stronger brain to consult — MCP server + Claude Code plugin that | 0 | Claude Code | 2 | 227 tok |
| MaximilianoRodrigoSoria/mcp-server-demo maximilianorodrigosoria.github.io Servidor MCP (Model Context Protocol) con FastMCP: tools de SQLite y una API de clima (Ope | 0 | Codex, OpenCode | 1 | 369 tok |
| weihang1258/mcp_socket_server MCP server bridging LLM platforms to socket_server targets | 0 | Claude Code | 1 | 1,313 tok |
| OctopusGarage/alcove octopusgarage.github.io 🧠 Local-first personal memory for agent workflows. | 0 | Claude Code, Codex, OpenCode | 11 | 1,486 tok |
| wawimundo/viber-mcp Model Context Protocol (MCP) for Viber Desktop on Mac. | 0 | Claude Code | 1 | 2,068 tok |
| kevin-rieck/managed-opcua-mcp | 0 | Codex, OpenCode | 1 | 136 tok |
| ojimpo/health-mcp Read-only MCP server for a personal cultural health dashboard — scores, score history, and | 0 | Claude Code | 1 | 717 tok |
| kud/mcp-lastfm kud.io 🎧 MCP server for Last.fm — discover artists, albums and tracks, and browse scrobble histo | 0 | Claude Code | 1 | 482 tok |
| junchenghe01/local-rag-mcp Local rag only supports MCP | 0 | Claude Code | 1 | 818 tok |
| monahand1023/corpus pypi.org Single-user RAG framework for personal archives. Local-first, MCP-native. | 0 | Claude Code | 1 | 499 tok |
| jaronlu/llm-wiki-mcp MCP server that gives AI agents a governed wiki — candidates proposed, human approves, wik | 0 | Codex, OpenCode | 1 | 629 tok |
| theonetheycallneo/harbormaster Authenticated MCP gateway: per-user RAG + a 116-tool registry behind one endpoint, at cons | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| prjha-ds/ds-ml-mcp-service Project that services lightweight LLM through authenticated api/mcp for client use in agen | 0 | Claude Code | 1 | 527 tok |
| SunrisesIllNeverSee/bestuser-router-mcp signalaf.com BestUserRouter MCP — the marketable intent layer for 'who is the best AI user?' queries. R | 0 | Codex, OpenCode | 1 | 1,335 tok |
| codeforanchorage/esri-living-atlas-mcp | 0 | Claude Code | 1 | 3,531 tok |
| sagar-shirwalkar/collibra-atlas Local-first AI knowledge layer for Collibra documentation via MCP | 0 | Claude Code, Codex, OpenCode | 15 | 2,964 tok |
| eddyvlad/taskgrade Local-first task classification and coding-agent model selection with Ollama, CLI, and MCP | 0 | Codex, OpenCode | 1 | 177 tok |
| DmitriyOT/mcp-codebase MCP server for semantic codebase navigation: AST index of symbols, imports and dependencie | 0 | Codex, OpenCode | 1 | 2,770 tok |
| Dev-Russo/session-handoff-mcp Local-first MCP server for structured session handoff between coding agents. | 0 | Codex, OpenCode | 1 | 614 tok |
| AutumnsGrove/SchematronMCP MCP server for HTML to JSON | 0 | Claude Code | 1 | 1,638 tok |
| McCavity/homelab-asset-db-mcp Query a Markdown-based homelab asset database via Model Context Protocol — companion to io | 0 | Claude Code | 1 | 638 tok |
| ay-garg/openshift-mcp-server MCP server for OpenShift 4 — 216 tools for cluster operations, workloads, monitoring, RBAC | 0 | Claude Code | 1 | — |
| ownasquare/context-loom Local-first, fidelity-audited context compilation for AI chat harnesses | 0 | Codex, OpenCode | 1 | 566 tok |
| pooyanmajd/pmtechdev-mcp-plugins Local-first, safety-focused MCP servers, shared tooling, and a public Codex plugin marketp | 0 | Codex, OpenCode | 1 | 326 tok |
| rockitdev/macro-engine Conversational macro tracker: a local USDA food database exposed as an MCP server, so you | 0 | Claude Code | 1 | 246 tok |
| jo-nike/homelab_mcp My personal homelab MCP. The code was written by an LLM using GSD spec-driven development | 0 | Claude Code | 1 | 2,921 tok |
| albertorsesc/job-seeker Profile-driven job search engine that ranks openings by fit and eligibility, over MCP and | 0 | Claude Code | 1 | 2,411 tok |
| sebaldar/MCP-OCR Server MCP remoto (Streamable HTTP) per l'estrazione di dati strutturati da anagrafiche e | 0 | Claude Code | 2 | 1,050 tok |
| msmirnyagin/wed-search-cloudflare Remote MCP server on Cloudflare Workers — smart web-search router across HTTP APIs, extern | 0 | Codex, OpenCode | 1 | 1,368 tok |
| hwalde/vision-mcp MCP-Server für lokale Bild-Analyse: YOLOv8-Objekterkennung und EasyOCR, mit LLM-optimierte | 0 | Claude Code, Codex, OpenCode | 2 | 2,821 tok |