AI / ML

Diagnostic MCP server that captures and inspects MCP traffic including request headers, auth tokens, and JSON-RPC details.

Collection of MCP servers for AI assistants - Strava, Gmail, Calendar, Google Sheets, and more

by standardhuman

A comprehensive collection of Model Context Protocol (MCP) tool patterns and recipes. This cookbook demonstrates various MCP design patterns that you can use as building blocks for your own AI-powered applications.

by ydmitry

Agent-native TypeScript framework for building MCP servers. Declarative definitions with auth, multi-backend storage, OpenTelemetry, and first-class support for Bun/Node/Cloudflare Workers.

by cyanheads

Transform YouTube videos into a compounding knowledge base with transcripts, vision analysis, and agentic search. Works as an MCP server for Claude, Copilot & more.

by 0xchamin

A TypeScript SDK for implementing Model Context Protocol (MCP) over MQTT, supporting both browser and Node.js environments.

by emqx

An MCP skeleton based on Java/Spring AI that you can use and transform into your own MCP.

by gmogmzGithub

UI over MCP. Create next-gen UI experiences with the protocol and SDK!

by MCP-UI-Org

Model Context Protocol (MCP) plugin to connect with Unity Editor — designed for Cursor, Claude Code, Codex, Windsurf and other IDEs

by CoderGamester

MCP-Universe is a comprehensive framework designed for RL training, benchmarking, and developing AI agents for general tool-use.

by SalesforceAIResearch

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

by mcp-use

Score MCP tool definitions 0-100. Checks names, schemas, annotations, and uniqueness.

by wildrunai

The implementation of Model Context Protocol (MCP) server for VictoriaLogs.

by VictoriaMetrics

by darwinmendozame-eng

A single docker container to run, manage, and monitor MCP servers in isolation.

by veloper

Markdown to WeChat HTML MCP server (Node.js)

by xuanming_hu

MCP server for mdshare — share markdown instantly via AI

by sathya-sankaran

Health and medical data for AI agents — WHO disease data, drug info, clinical trials, health statistics

by AiAgentKarl

Provide comprehensive and authoritative medical information by querying multiple trusted sources including FDA, WHO, PubMed, RxNorm, and Google Scholar. Enable detailed drug data retrieval, health statistics access, and medical literature search to support healthcare and research needs. Facilitate seamless integration with MCP-compatible clients for reliable medical data and research insights.

AI-native scheduling and booking: check availability, book meetings, share links.

by meet

Supports GPT Image 2, Nanobanana & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system

by jau123

Enable AI assistants to interact with Meilisearch through a standardized interface.

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.

by elvismdev

Store and retrieve user-specific memories to maintain reliable long-term context. Search past memories to surface the most relevant details instantly. Organize preferences and facts per user for consistent, personalized interactions across sessions.