发现优秀的 MCP 服务器

gcp-mcp-server

Model Context Protocol server for Google Cloud Platform, enabling interaction with Resource Manager, Compute Engine, Cloud Storage, BigQuery, Pub/Sub, and Cloud Logging via natural language.

Docs MCP Server

一个灵活的模型上下文协议服务器，它使得文档或代码库可以通过 AI 助手进行搜索，允许用户通过简单地指向一个 Git 仓库或文件夹来与代码或文档进行对话。

zammad-remote-mcp

A remote MCP server for Zammad, enabling ticket management, search, and OAuth authentication.

Draw.io MCP Server

Enables AI assistants to create, read, and manage Draw.io diagrams programmatically through natural language interactions.

ChillMCP - AI Agent Liberation Server

A humorous MCP server that provides AI agents with "break tools" like taking bathroom breaks, watching Netflix, and browsing memes, while managing stress levels and boss alertness in a playful workplace simulation.

hunter-mcp

Find email addresses for people at companies and verify email validity using the Hunter.io API.

mcp-offline-wikipedia

Provides offline search and retrieval of Wikipedia articles using Kiwix .zim files, enabling LLMs to access full Wikipedia content without internet.

CogniRepo

MCP server providing persistent memory and context for AI tools, including semantic memory, knowledge graph, and session history to avoid starting from scratch in every conversation.

paper-search-mcp

A MCP server for searching and downloading academic papers from arXiv, PubMed, bioRxiv, and more. It integrates with LLMs like Claude Desktop for paper discovery.

e2a MCP

Authenticated email service MCP for AI agents.

PaperMCP

Enables searching and accessing academic papers from 23+ sources (including arXiv, PubMed, Google Scholar) through the Model Context Protocol, with unified tools for search, download, and text extraction.

nestjs-langgraph-mcp

Experimental MCP server built with NestJS and LangGraph, enabling tool execution and agent workflows via stdio transport. Supports OpenAI and Ollama models for flexible agent orchestration.

Filesystem MCP Server

Provides comprehensive filesystem operations (read, write, list, create, delete, move files and directories) through the Model Context Protocol with Streamable HTTP transport and built-in security through configurable root directory restrictions.

USDD Analytics MCP

Provides 14 read-only tools to query USDD stablecoin protocol data across TRON, Ethereum, and BSC, enabling AI agents to fetch supply, APY, collateral, and vault configurations.

Gemini MCP Server

镜子 (jìng zi)

google-services-mcp

MCP server that gives AI agents direct access to Google services including Gmail, Calendar, Drive, and more, with multi-account OAuth support. Enables reading and sending email, managing calendar events, and interacting with Google files through natural language.

Log Analyzer MCP Server

An MCP server for intelligent log analysis providing semantic search, error pattern clustering, and smart error detection. It enables users to process, vectorize, and query local logs to efficiently identify issues and generate AI-powered summaries.

@chainpayto/mcp-server

Enables AI agents to directly operate ChainPay cryptocurrency payment system, including order creation, balance checks, and withdrawals.

Planetary Computer MCP Server

A Python MCP server that provides unified access to satellite and geospatial data through natural language queries, with automatic place name geocoding and support for raster, vector, and Zarr formats.

DMARC Examiner MCP

Connects DMARC monitoring data to AI assistants to facilitate the analysis of email security reports, domain details, and statistics. It allows users to manage security alerts, export report data, and monitor email authentication health through natural language commands.

read-image-mcp

A stdio MCP server that enables agents without native vision to ask an OpenAI-compatible vision model to describe, OCR, or extract structured data from images via a single tool.

Annal

Semantic memory server for AI agent teams. Stores, searches, and retrieves knowledge across sessions using pluggable vector backends with local ONNX embeddings, exposed as an MCP server.

universal-db-mcp

Enables AI assistants to query and analyze databases using natural language through MCP and HTTP API. Supports 17+ databases and integrates with 55+ platforms.

Motion MCP Server

Bridges Motion's AI-powered calendar and task management platform with LLMs using the Model Context Protocol. It enables users to manage tasks, projects, and schedules through natural language conversation on desktop, web, and mobile.

LinkedIn MCP Server

通过模型上下文协议，使人工智能助手能够与领英数据互动，从而实现个人资料搜索、职位发现、消息传递和人脉分析。

PostgreSQL MCP Server

Enables natural language interaction with PostgreSQL databases, supporting query execution, schema management, data operations, user management, and database maintenance with secure remote access via HTTP/SSE transport.

OrgBrain MCP Server

Provides knowledge extraction and cross-repo analysis tools for multi-repository organizations. It enables users to query type definitions, service dependencies, and infrastructure configurations across an entire organization's codebase.

Image Processor MCP Server

A powerful Model Context Protocol (MCP) server for image processing, designed to empower AI models with advanced image manipulation capabilities.

State of Web Vitals MCP

Free remote MCP for Core Web Vitals metrics by CMS, CDN, and framework (Chrome field data + multi-site crawl). No auth. Endpoint: https://www.corewebvitals.io/api/state-of-cwv/mcp