发现优秀的 MCP 服务器

Boilerplate MCP Server

TypeScript 模型上下文协议 (MCP) 服务器样板，提供 IP 查询工具/资源。包含 CLI 支持和可扩展的结构，用于将 AI 系统 (LLM) 连接到外部数据源，例如 ip-api.com。是通过 Node.js 创建新的 MCP 集成的理想模板。

Verilex Data

Query 20 structured datasets from AI agents — healthcare providers (9M NPI records), SEC EDGAR filings, PACER federal courts, USPTO patents and trademarks, OFAC sanctions screening, crypto whale wallets, DeFi liquidation signals, Polymarket smart money, economic indicators (FRED/BLS), federal contracts, NOAA weather, and OTC shell risk scoring. Pay per query, no subscriptions

YouTube MCP Server

Enables interaction with YouTube through the YouTube Data API, allowing users to search for videos, playlists, and channels, generate video titles using AI, and manage YouTube content through natural language commands.

Tomcat MCP

Enables AI-assisted management of Apache Tomcat, including start/stop, WAR deployment, log analysis, thread and heap dumps, and diagnostics.

omie-mcp

MCP server for the Omie API to list products, consult clients, and create budgets

AI Image Analysis MCP

Provides AI-powered image analysis using Google Gemini 2.0 Flash, with support for multiple access methods and robust security features.

MCP Fetch With Proxy

mcp-fetch

postgres-mcp

MCP server for PostgreSQL database management, enabling AI-assisted schema exploration, stored procedure analysis, test data generation, and safe transaction management via Claude Desktop.

rybbit-mcp

Enables querying Rybbit Analytics data directly through MCP-compatible clients like Claude Code. It provides tools for monitoring website statistics, user sessions, error logs, funnels, and performance metrics via natural language.

Accessibility MCP Server

Provides conversational, actionable accessibility testing for AI agents, including auditing, prioritization, and code-level fixes.

web-slack-mcp

Enables reading Slack channels, messages, and threads using the web interface via a persistent browser session, designed for guest users without API access. Does not send messages.

mcp-worldbank-procurement

Enables access to World Bank Procurement Notices for global development tenders through the Pipeworx MCP gateway, with keyless access and natural language querying via ask_pipeworx.

dicom_mcp

A Model Context Protocol (MCP) server for downloading DICOM medical images from multiple Chinese hospital imaging systems.

MongTap

Enables LLMs to create, query, and manage MongoDB-compatible databases using natural language without actual data storage. Uses statistical modeling to generate realistic data on-the-fly from sample documents or descriptions.

trello-mcp

Enables AI assistants to manage Trello boards, lists, cards, comments, checklists, labels, and members through natural language.

GEP MCP Motor

Enables entropy-guided motor control for autonomous tool execution in MCP systems, using behavioral entropy dynamics to adaptively gate, throttle, and regulate tool invocations rather than static policies.

MCP Desktop Tools

Enables searching text across configured local workspaces using ripgrep. Provides secure text search capabilities within defined workspace boundaries through both MCP server and CLI interfaces.

Social MCP Connector

A remote MCP server that provides tools to query live Meta (Facebook+Instagram) and TikTok organic social data, such as follower counts, insights, recent posts, and aggregated overviews.

ClickUp MCP Server

Provides comprehensive tools for AI systems to manage ClickUp tasks, lists, folders, and workspaces through the Model Context Protocol. It enables automated task creation, status updates, subtask management, and custom field manipulation using natural language interfaces.

DevSpace

A self-hosted MCP server that gives ChatGPT a secure connection to your local machine, enabling it to read, edit, search, and run code in your projects.

synapse-mcp

Connects AI clients to a Synapse backend API, enabling memory operations (search, list, create, get) and question answering through natural language.

neuromcp

Semantic memory for AI agents — local-first MCP server with hybrid search, knowledge graph, contradiction detection, and plan-then-commit consolidation.

OKF Knowledge Agent MCP Server

An LLM-managed knowledge base following the Open Knowledge Format (OKF) v0.1 spec. Provides MCP tools: kb_query, kb_add, kb_update, kb_status over stdio or streamable HTTP.

SEO/AEO Audit MCP

Generates a comprehensive 5-section PDF audit for any website covering SEO, AEO, technical, authority, and AI visibility using Ahrefs, CrUX, and OpenAI.

shopify-mcp

MCP server for the Shopify Admin API, enabling 36 tools for managing products, orders, customers, inventory, fulfillments, collections, analytics, marketing, content, and webhooks.

Scryfall MCP Server

MCP server for searching and retrieving Magic: The Gathering card information via the Scryfall API, with support for field presets, multiple output formats, and automatic rate limiting.

Awesome MCP Servers

一份精心挑选的超棒的模型上下文协议 (MCP) 服务器列表。

Google Docs MCP Server

Provides read-only access to Google Docs and Google Sheets, enabling users to read document content, spreadsheet data, and list/search accessible files through natural language.

galaxy_classification_mcp

Enables classification of galaxy images by Hubble type and answering custom astronomy questions using the Qwen VL vision-language model via DashScope.

merk.a2a

a2a b2b protocol