发现优秀的 MCP 服务器

Learning Path Generator

A Streamlit-based web application that generates personalized learning paths by integrating with YouTube, Google Drive, and Notion services through the Model Context Protocol.

ezd-puw-mcp

MCP server for the EZD PUW electronic document management system of Polish public administration, providing 91 tools covering the full API for documents, cases, correspondence, ePUAP, eDelivery, blockchain, and more.

PhoneBooth MCP Server

Enables AI agents to make real-world phone calls with AI voice technology and provides tools to track call status, transcripts, and summaries. It supports automated communication with both live numbers and simulated businesses for testing and demonstration purposes.

PDF RAG MCP Server

A Model Context Protocol (MCP) server that provides powerful RAG (Retrieval-Augmented Generation) capabilities for PDF documents. This server uses ChromaDB for vector storage, sentence-transformers for embeddings, and semantic chunking for intelligent text segmentation.

Gemini MCP Server

A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Gemini's large context window for analyzing large files while saving Claude Code tokens.

woollama

woollama is an MCP and OpenAI-compatible router that orchestrates AI clients with multiple backends (like Ollama, Anthropic) and MCP tools, enabling seamless composition of models, tools, and recipes.

MCP TypeScript NASA Server

Provides seamless integration with NASA's public APIs, enabling AI assistants to access space and astronomy data including APOD, Mars rover photos, Near-Earth Objects, space weather events, and Earth imagery.

Redis Graph MCP Server

Enables LLMs and AI agents to query a biomedical knowledge graph stored in RedisGraph, with tools for concept search, synonym enrichment, and study variable discovery through semantic relationships.

Hooktheory MCP Server

Enables AI agents to interact with the Hooktheory API for chord progression generation, song analysis, and music theory data retrieval.

Vault MCP Server

Enables AI assistants like Claude to browse, search, and read data from an Autodesk Vault server by exposing its REST API operations as tools.

Hunter

AI-driven penetration testing MCP server that equips Claude with 13 tools for automated reconnaissance, analysis, vulnerability validation, and exploitation.

Twilio WhatsApp FastMCP Server

A simple server that enables AI models to send WhatsApp messages via the Twilio API by exposing a send\_whatsapp tool through the FastMCP framework.

mcp-memori

With Memori's MCP server, your agent can retrieve relevant memories before answering and store durable facts after responding, keeping context across sessions without any SDK integration. With MCP, it can: Store stable user facts and preferences after answering using the advanced_augmentation tool Recall relevant memories before answering using the recall tool Maintain context across sessions us

google-calendar-mcp

Enables reading Google Calendar events for a specific date using the getMyCalendarDataByDate tool.

Pinboard MCP Server

Enables users to access and manage their Pinboard bookmarks directly through Claude Desktop. Supports retrieving, adding, and updating bookmarks with date filtering, tagging, and bookmark analysis capabilities.

All-in-MCP

Enables academic research through paper search across multiple databases (IACR, CryptoBib, Crossref, Google Scholar), PDF processing, and GitHub repository browsing. Features modular architecture with FastMCP-based proxy server routing to specialized academic tools.

Capsule Bash Server

Sandboxed Bash for Agents. Full state capture on every command.

JobNimbus MCP Server

Connects Claude to your JobNimbus account via API, enabling management of contacts, jobs, notes, and other CRM entities through natural language.

Advanced MCP Features

A workshop repository teaching advanced Model Context Protocol features for building AI-connected apps with deeper integration capabilities.

Everything MCP Server

一个 MCP 服务器实现，提供系统范围的功能，包括文件操作、HTTP 请求和命令执行。

gget-mcp

An MCP server for the gget bioinformatics library that enables AI assistants to perform complex genomics queries, including gene sequence retrieval, BLAST alignments, and protein structure predictions.

MacroOracle

US Macro Economic Intelligence MCP — 8 tools for Fed rates, inflation, yield curve, labor market, GDP via FRED. Part of ToolOracle.

Search MCP Server

Provides 27 tools for web search, content extraction, and data processing without requiring any API keys.

YouTube Knowledge Base

Enables semantic search across thousands of indexed educational YouTube videos covering topics like engineering, marketing, and strategy. It allows users to query insights from top creators directly through Claude Code using the Model Context Protocol.

Website Screenshot MCP

A server that allows AI agents and clients to programmatically capture screenshots of websites with options for image format and viewport selection.

Athena MCP Server

Exposes a 108-dimensional crystal hologram distributed brain as an MCP server, enabling navigation of a complex nervous system with 81 tools and 4 element-specific lobes for structure, dynamics, observation, and compression.

emem

Cite-able, content-addressed, signed memory of every place on Earth

state-trace

Graph-native bounded working memory for coding agents with typed memories, causal retrieval, current-vs-stale state queries, and compact small-model briefs.

Teradata MCP Server

Connects AI agents to Teradata databases for querying, analysis, administration, and AI pipelines with enterprise security.

MCP Vertica

A Model-Context-Protocol server that provides SQL query execution and database management capabilities for Vertica databases, featuring connection pooling, schema management, and security controls.