发现优秀的 MCP 服务器

computer-use

Exposes Anthropic's computer-use action surface (screenshot, click, move, keyboard, clipboard, batch) against a persistent desktop display via MCP stdio protocol. Enables AI agents to control a virtual desktop environment through natural language instructions.

Swift MCP GUI Server

可以执行诸如键盘输入和鼠标移动等命令的 macOS 上的 MCP 服务器

YOLO-FFMPEG-MCP

An AI-powered MCP server for intelligent video processing, enabling automated analysis, transition effects, and quality assurance with multi-agent orchestration.

mcp-zotero

Enables interaction with Zotero libraries for searching, managing collections, items, tags, and attachments, plus optional semantic search across PDFs via local embeddings.

DB CLI MCP Server

Provides a unified, read-only interface for executing SQL queries across multiple database engines including SQL Server, MySQL, and PostgreSQL via CLI tools. It features automatic project configuration detection and strict query validation to ensure safe AI-driven data interactions.

MCP Registry

A central registry MCP server that routes requests to specialized AI services including embeddings, PDF extraction, reranking, vector search (Qdrant), PostgreSQL, LLM completions, markup, and transcription. Includes a proxy server with RAG pipeline for document processing and retrieval.

Atlassian Bitbucket MCP Server

Atlassian Bitbucket MCP 服务器，用于自托管 Bitbucket 服务器。

NIST CSF 2.0 Assessment Platform

Enables comprehensive NIST Cybersecurity Framework 2.0 assessments with 40+ MCP tools for maturity scoring, gap analysis, implementation planning, risk assessment, and executive reporting across 740 security questions.

AgentCore MCP Server

A basic MCP server for deployment to Amazon Bedrock AgentCore Runtime, enabling tool integration via FastMCP with streamable HTTP transport.

linkedin-mcp-server

Enables posting content, sharing articles, and managing LinkedIn profile through natural language using the official LinkedIn REST API with OAuth 2.0.

TickTick MCP Server

Enables interaction with TickTick task management system through MCP, allowing users to view, create, update, complete, and delete tasks and projects via natural language.

Zerodha MCP Integration

使用多云插件框架将 Zerodha 的交易平台与 Claude AI 集成，允许用户直接通过 Claude 与他们的 Zerodha 交易账户进行交互，进行股票交易和共同基金操作。

Garmin MCP Server

This Model Context Protocol (MCP) server connects to Garmin Connect and exposes your fitness and health data to Claude and other MCP-compatible clients.

OpenFDA

A Model Context Protocol (MCP) server for querying drug information from the OpenFDA API. Features Retrieve drug label information by brand name Retrieve drug information by generic (active ingredient) name Get all brand versions of a generic drug Get adverse event (side effect) reports for a drug

Lunch Money MCP Server

An MCP server providing full integration with the Lunch Money API to manage financial data including transactions, budgets, assets, and categories. It enables AI assistants to perform CRUD operations on financial records through a standardized HTTP interface.

Solana Model Context Protocol (MCP) Demo

一个简单的 MCP 服务器实现，为 AI 模型提供基本的 Solana RPC 方法和有用的开发提示。

🦙 ollama-mcpo-adapter

将 MCPO (MCP 到 OpenAPI 的代理服务器) 工具适配为 Ollama 兼容的格式

mcp-db-explorer

A Model Context Protocol (MCP) server that exposes tools for exploring and querying SQLite and PostgreSQL databases. It allows Large Language Models (LLMs) to inspect table structures, perform statistical profiling, generate entity-relationship diagrams, and execute queries safely.

Trae-OpenSpec MCP

An MCP server for Trae AI that enables automated creation and management of OpenSpec-compliant projects through natural language descriptions. It features tools for generating specification files, optimizing existing code based on specs, and deploying project templates without command-line intervention.

Patent_mcp_server

用于美国专利商标局 (USPTO) 数据的 FastMCP 服务器

AgentReacher

Connect your AI to social media. Open-source platform for AI agents.

Neo4j Agent Memory MCP Server

Enables AI agents to store, retrieve, and connect information in a Neo4j graph database as persistent memory, with semantic relationships, natural language search, and temporal tracking across conversations.

ShippingRates

Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rates, vessel schedules, port congestion, inland haulage across 6 major carriers. 24 MCP tools.

Weather MCP Server for Intercom

Integrates weather tools with Intercom, providing real-time weather alerts, forecasts, and personalized customer greetings using National Weather Service API data.

Systematic Reasoning AI MCP Server

Enforces a structured reasoning cycle with mandatory reflection and searchable memory, transforming AI agents into deliberate, learning-based thinkers.

Semantic Scholar MCP Server

A comprehensive Model Context Protocol server that provides AI assistants with direct access to Semantic Scholar's academic database, enabling advanced paper discovery, citation analysis, author research, and AI-powered recommendations.

a2db

Most database MCP servers make you run one query at a time, repeat connection details on every call, and return results double-encoded inside JSON strings. a2db fixes all of that: Pre-configured connections — define databases in .mcp.json with --register, agent queries immediately Batch queries — run multiple named queries in a single tool call

vision-reader

Enables reading images (diagrams, screenshots) directly via the model's own vision, with no external API key needed, and can extract embedded images from .doc/MHTML documents.

confluence-mcp-server

An MCP server that connects AI assistants to Confluence, enabling search and fetch of pages in real time.