发现优秀的 MCP 服务器

MCP Inspector as MCP Server

Enables LLMs to inspect and test other MCP servers by listing and calling their tools, reading resources, and getting prompts. Supports stdio, SSE, and HTTP transports for both local and remote MCP server inspection.

nipregon-mcp

Look up Polish companies from any AI assistant: registry data (KRS, REGON, CEIDG), VAT white list checks before payments, and financial statements of 4.4M businesses. Read-only tools backed by official public registers.

Bitcoin Price MCP Server

好的，请稍等。我将提供 Claude AI 实时访问比特币价格数据，包括当前美元价格、24 小时涨跌百分比和市值信息。 (Assuming I have the capability to access and format the data, I would then provide the information in Chinese. For example, if the current price was $60,000, the 24-hour change was +5%, and the market cap was $1.2 trillion, I would say something like this:) 当前比特币价格：60,000 美元 24 小时涨跌百分比：+5% 市值：1.2 万亿美元 (Note: Since I am a language model, I cannot actually access real-time data. This is just an example of how I would respond if I could.)

mcp-llm-offload

An MCP server that offloads light LLM work from Claude to a model you control, such as a local LLM or any OpenAI-compatible provider, saving frontier-model quota on non-critical tasks.

clawshow

Instant Backend for SMBs — AI-callable MCP tools for generating business pages, Stripe payments, notifications, and invoice processing. No signup, no dashboard, just results.

YouTube Music MCP Server

Enables AI assistants to search YouTube Music, manage playlists, and create smart recommendations using natural language.

📝 Mozisu MCP Server 📝

用于在指定字符数内让 LLM 编写文本的 Minecraft 服务器。 (This translation focuses on clarity and directness, assuming the context is a Minecraft server designed to interact with an LLM.)

MCP Server Chart

Enables generation of 25+ types of charts and data visualizations using AntV, including bar charts, line charts, maps, mind maps, and specialized diagrams like fishbone and sankey charts. Supports both statistical charts and geographic visualizations for comprehensive data analysis and presentation.

FileScopeMCP

一个 TypeScript 工具，它通过 Cursor 的模型上下文协议，按照重要性对代码库中的文件进行排序、跟踪依赖关系并提供文件摘要，以帮助理解代码结构。

SHEARLINE

A free, MIT-licensed MCP server that provides AI agents with analyst-grade US severe-weather tools, including live warning polygons, SPC outlooks, radar-derived hail and rotation products, and a composite threat brief.

Quantitative Researcher MCP Server

提供用于管理定量研究知识图谱的工具，从而能够对研究项目、数据集、变量、假设、统计检验、模型和结果进行结构化表示。

AIMLPM/markcrawl

Crawl any website into clean Markdown, search through pages, read full content, and extract structured data using OpenAI, Claude, Gemini, or Grok — with auto-citation and resume support.

zettelforge

ZettelForge is an agentic memory system for cyber threat intelligence that extracts CTI entities, resolves aliases, and builds a knowledge graph, serving past investigations to analysts and Claude Code via MCP.

longmem

Hybrid semantic + keyword memory across all your projects. Works with Cursor, Claude Code, and your team.

Veeva MCP Server by CData

Veeva MCP Server by CData

Tuba Workflow MCP Server

This MCP server bridges to the Tuba.ai platform, enabling programmatic control of AI vision workflows through callable tools such as running workflows, checking status, fetching results, and updating workflow blocks.

BSL MCP Server

Enables analysis of BSL/OS files using the BSL Language Server, providing diagnostics and code formatting.

mcp-kubernetics

Enables Kubernetes cluster introspection via MCP tools, such as listing pods, namespaces, nodes, and events.

uuid-mcp

Enables generation of random UUIDs (version 4) through a simple MCP tool.

plane-mcp

An MCP server for the Plane project management platform that enables users to manage workspaces, projects, and work items. It supports full CRUD operations for issues while providing access to cycles, modules, labels, and workflow states.

arXiv Research Assistant MCP Server

An MCP server that allows Claude AI to search, explore, and compare arXiv papers efficiently through a custom-built local server.

Scout MCP Server

Enables web search, scraping, extraction, and crawling through an MCP interface, allowing coding agents to access real-time web data.

mcp-server-docker

Provides a secure MCP interface to execute commands inside Docker Compose service containers, with real-time output capture and configurable timeouts.

Modular RAG MCP Server

A pluggable, observable modular RAG service framework that exposes tool interfaces via the MCP protocol, enabling AI assistants like Copilot and Claude to directly invoke knowledge retrieval and reasoning capabilities.

polymarket-trader-mcp

Trade, analyze, and automate Polymarket prediction markets via AI. 34 tools for direct trading, smart money flow, copy trading, backtest, and portfolio management.

Kolada MCP Server

用于 Kolada 的 MCP 服务器。

drawio-parser-mcp

Validates and parses Draw.io XML syntax, enabling analysis and verification of diagram structures, especially for AI-generated content.

Amazon PA-API MCP Service

Enables interaction with Amazon's Product Advertising API to search for and retrieve product information from Amazon marketplaces. Supports multiple Amazon regions and marketplaces with configurable host, region, and partner credentials.

GitHub MCP Server

镜子 (jìng zi)

COMSOL MCP Server

MCP Server for COMSOL Multiphysics simulation automation via AI agents.