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 |
|---|---|---|---|---|
| cyanheads/crossref-mcp-server npmjs.com Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossref REST API | 3 | Claude Code, Codex, OpenCode | 2 | 11,618 tok |
| cyanheads/brapi-mcp-server npmjs.com A collaborative BrAPI v2.1 workspace for multi-agent research via MCP. Search studies, ger | 3 | Claude Code, Codex, OpenCode | 2 | 16,236 tok |
| lu-zhengda/mcp-virtual-fs npmjs.com PostgreSQL-backed virtual filesystem exposed via MCP tools. Persistent, session-isolated f | 3 | Claude Code | 1 | 1,167 tok |
| agent-blueprint/mcp-server agentblueprint.ai MCP server for Agent Blueprint — connect AI agents to your blueprints, business cases, and | 3 | Claude Code | 1 | 572 tok |
| getmcpm/cli npmjs.com MCP security guard + package manager. Block prompt injection, tool poisoning and rug-pulls | 3 | Claude Code | 1 | 48,326 tok |
| cunicopia-dev/gmail-mcp Multi-account Gmail MCP server — unified search/read/draft/labels across N Google accounts | 3 | Claude Code | 1 | 3,556 tok |
| kozmos-tech/inhalt inhalt.tech MCP-native headless CMS with typed schemas, drafts, and a clean read API. | 3 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| tracegazer/invgate-service-desk-mcp pypi.org MCP server for the InvGate Service Desk API — exposes InvGate Service Desk operations as M | 3 | Claude Code | 1 | 536 tok |
| int2t05/engineering-skills 48 engineering skills for Claude Code across the SDLC — shared principles injected at sess | 3 | Claude Code, Codex, OpenCode | 2 | 2,867 tok |
| fa-ina-tic/memvid-rag local, multimodal rag agent for claude code | 3 | Claude Code | 1 | 424 tok |
| dasein108/slope-studio youtube.com "Automated AI short-video studio: idea → published YouTube Short, $0.06/video" | 3 | Claude Code, Codex, OpenCode | 2 | 304 tok |
| CrossRead/scholion Your genome, labs, prescriptions and wearables sit in silos that never compare notes, so c | 3 | Claude Code | 1 | 3,844 tok |
| punt-labs/quarry Locally hosted semantic search for AI agents. 20+ document formats, hybrid search, agent m | 3 | Claude Code, Codex, GitHub Copilot, OpenCode | 5 | 11,144 tok |
| Codeblockz/langchain-community-plugin Claude Code plugin for LangChain and LangGraph development. Skills, commands, and reviewer | 3 | Claude Code | 1 | 697 tok |
| Chris31372/better-chat 🤖 Build an AI chat app with multi-model support, secure user data isolation, and advanced | 3 | Claude Code | 1 | 3,944 tok |
| Hotion13/cx-prompts A tool to manage custom prompts hard-linking for codex-cli | 3 | Claude Code | 1 | 601 tok |
| NovadaLabs/Novada-mcp novada.com One MCP server for all web data — search, scrape, crawl, proxy, and AI research in a singl | 3 | Claude Code | 1 | 667 tok |
| AIMLPM/markcrawl Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site fo | 3 | Claude Code | 1 | 86 tok |
| medelman17/case-chronology-mcp A Model Context Protocol (MCP) server for building and managing chronological timelines of | 3 | Claude Code | 1 | 558 tok |
| jsnanigans/mcpm Model Context Protocol MCP manager | 3 | Claude Code | 1 | 598 tok |
| HasanJahidul/localhost-mcp MCP server: inspect, manage, kill local dev servers. Stop guessing what's on :3000. | 3 | Claude Code | 1 | 1,045 tok |
| Aryanacoder/superragskills The #1 skill you need before building any production grade RAG | 3 | Claude Code, Codex, OpenCode | 2 | 280 tok |
| houshuang/limbic Embedding, search, novelty detection, and clustering for knowledge-dense text corpora. Opt | 3 | Claude Code | 1 | 1,933 tok |
| tecton-ai/tecton-mcp This MCP (Model Context Protocol) server provides tools to interact with tecton. | 3 | Claude Code, Codex, OpenCode | 2 | 3,949 tok |
| tommyvo/useful-prompts A collection of useful prompts to use for coding. | 3 | Claude Code, Codex, GitHub Copilot, OpenCode | 2 | 4,898 tok |
| cyanheads/docwriter-mcp-server A Model Context Protocol (MCP) server for programmatic creation, modification, and compila | 3 | Claude Code | 1 | 1,933 tok |
| nagelflorian/trainingpeaks-mcp-server An MCP (Model Context Protocol) server that connects Claude (or any MCP-compatible AI) to | 3 | Claude Code | 1 | 5,961 tok |
| harnyk/mcp-telegram-notifier A Model Context Protocol (MCP) server that enables AI agents to send messages, photos, doc | 3 | Claude Code | 1 | 480 tok |
| ThreeFish-AI/negentropy-perceives The Perception Engine for AI Agents. Distilling web pages and PDFs into clean Markdown nec | 3 | Claude Code, Codex, OpenCode | 2 | 2,299 tok |
| jarmentor/codebase-contextifier-9000 MCP server for semantic code search with AST-aware chunking, incremental indexing, and rea | 3 | Claude Code | 1 | 3,799 tok |
| jerrelblankenship/jb-kibana-mcp Model Context Protocol (MCP) server for Kibana integration - enables AI assistants to inte | 3 | Claude Code | 1 | 1,138 tok |
| albertrim/aladin-mcp An MCP (Model Context Protocol) server for the Aladin OpenAPI, built with Node.js and Type | 3 | Claude Code | 1 | 885 tok |
| Prgebish/mcp-telegram MCP server for Telegram — connect Claude to your real Telegram account via User API (MTPro | 3 | Claude Code | 1 | 245 tok |
| coeusyk/personal-notes-assistant A RAG server for your Obsidian vault. | 3 | Claude Code | 1 | 900 tok |
| MCPmed/allenbrain-mcp A comprehensive Model Context Protocol (MCP) server for querying the Allen Institute for B | 3 | Claude Code | 1 | 594 tok |
| williamzujkowski/mcp-standards-server williamzujkowski.github.io A comprehensive Model Context Protocol (MCP) server that provides intelligent NIST 800-53r | 3 | Claude Code | 1 | 2,985 tok |
| mattmre/EVOKORE-MCP-PUBLIC EVOKORE-MCP — a multi-server Model Context Protocol aggregator with skill discovery, HITL | 3 | Claude Code | 7 | — |
| AiAgentKarl/aviation-mcp-server MCP server for aviation data — Live flight tracking, airport weather, airline info | 3 | Claude Code | 1 | 273 tok |
| jvanmelckebeke/mcp-synaptic Memory-enhanced MCP server with local RAG database and expiring memory capabilities | 3 | Claude Code | 1 | 5,659 tok |
| Juanmidev1/synapse-code-mcp Model Context Protocol server for code intelligence. Lets AI assistants explore your codeb | 3 | Claude Code | 1 | 1,213 tok |
| longevitycoach/bloodtest-mcp-server A comprehensive health coaching system that combines blood test analysis with evidence-bas | 3 | Claude Code | 1 | 1,056 tok |
| harmonicabot/harmonica-mcp MCP server for Harmonica deliberation sessions — create, query, and analyze sessions from | 3 | Claude Code | 1 | 2,795 tok |
| tternquist/marklogic-mcp | 3 | Claude Code | 14 | 3,875 tok |
| labjp-mcp/cncf-tech-advisor-mcp MCP Server for CNCF Technology Advisor - AI-powered cloud native guidance | 3 | Claude Code | 1 | 1,227 tok |
| mohamedelamraoui1/mcp-shell-server-example A beginner-friendly example MCP server built with the official Python SDK. Demonstrates ex | 3 | Claude Code | 1 | — |
| skyphusion-labs/search-mcp Cloudflare AI Search toolkit: MCP server, streaming /ask Worker, docs widget, and git-to-R | 3 | Claude Code | 1 | 1,297 tok |
| franciscpd/mcp-server-gmail MCP server for Gmail — read, search, send, reply, forward emails and manage labels using j | 3 | Claude Code | 1 | 800 tok |
| 1235ggb/deepseek-eyes Give DeepSeek eyes — use MCP to enable visionless DeepSeek to recognize images, compatible | 3 | Claude Code | 1 | 740 tok |
| cyanheads/worldbank-mcp-server npmjs.com Query 29,500+ World Bank development indicators for 200+ countries across 60+ years via MC | 3 | Claude Code, Codex, OpenCode | 2 | 11,926 tok |
| cyanheads/wikidata-mcp-server npmjs.com Search and fetch Wikidata entities, execute SPARQL queries, and resolve external identifie | 3 | Claude Code | 1 | 5,463 tok |