发现优秀的 MCP 服务器

mcp-ibge-br

MCP server for accessing IBGE (Brazilian Institute of Geography and Statistics) data, enabling natural language queries via the Pipeworx gateway.

M/M/1 Queue Simulation MCP Server

Enables LLMs to access M/M/1 queuing theory resources, validate parameters, calculate theoretical metrics, generate and execute SimPy simulations, and compare simulation results with theoretical predictions.

waveform-MCP

An MCP server that gives an LLM agent control over Tracktion Waveform, enabling it to compose, mix, and render songs through natural language commands.

Spring AI MCP Server

使用 Spring Boot 和 AI 的 Excel、PPT 生成服务器

MCP Server

一个跨平台 Shell 命令执行服务器，支持 Windows、macOS 和 Linux 环境，并提供 PowerShell、CMD、GitBash 和 Bash Shell，针对日语环境进行了优化。

weixin-articles-mcp

Read WeChat (微信) Official Account articles with native multimodal output — body, images, and video keyframes returned as MCP content blocks. Handles all three embed types: Tencent Video, WeChat-native, and Channels (视频号 metadata via public API).

google-docs-mcp

Enables AI agents to edit Google Docs via text anchors rather than character indices, preserving version history and enabling surgical edits without full document rewrites.

WHO MCP Server

Provides access to the World Health Organization's Global Health Observatory data, enabling AI assistants to search, retrieve, and analyze comprehensive health indicators, country statistics, disease burden data, and regional health trends through WHO's OData API.

Cloudflare Playwright MCP Example

Enables AI assistants to control a web browser via Playwright on Cloudflare Workers for automated tasks like navigation, clicking, typing, and taking screenshots. It integrates with platforms like Claude Desktop and GitHub Copilot to perform web automation through a standardized toolset.

Google Forms MCP Server

Enables creation and management of Google Forms with support for all 12 question types, response collection, CSV export, and form publishing through OAuth-authenticated API access.

SharePoint MCP Server

Enables access to SharePoint Online data via Microsoft Graph API, allowing listing sites, lists, and list items.

Blender MCP Senpai

Enables AI assistants to analyze Blender 3D models for topology issues like n-gons and provide real-time improvement suggestions directly within Blender through an integrated add-on.

XSD Retrieval MCP Server

Enables users to retrieve, validate, and analyze XSD files from URLs or local paths, integrating with any LLM model.

Graphor Remote MCP Server

Connects AI assistants and agentic frameworks to the Graphor API, enabling graph-based operations through natural language.

flights-mcp

An MCP server that provides flight search capabilities using the Aviasales API, allowing users to search, filter, and get details on flights and generate booking links.

hyperliquid-mcp

Integrates with Hyperliquid DEX to enable trading, account management, and market data queries through natural language.

Netlify MCP Server

这是一个可以与 Netlify 配合使用的 MCP 服务器。

Nolio MCP Server

Provides read-only access to Nolio training data including planned workouts, completed sessions, metrics, records, and notes.

mcp-teamcity

Once configured, you can use natural language commands like: "Search for failed builds in the last week" "Why last deploy was failed" "Search the most failed builds" "Trigger a build for the main branch" "Show me recent builds for project X" "Pin the latest successful build" "Cancel the running bui

The Stall

x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global equities, crypto/DeFi, prediction markets, gov/legal, research, infra) settled in USDC on Base mainnet via the Coinbase CDP facilitator. No API keys or accounts — the x402 payment is the auth. Remote MCP at https://the-stall.intuitek.ai/mcp.

Context Manager MCP Server

一个实现了模型上下文协议（MCP）的服务器端，用于管理开发工作流程，并提供诸如项目管理、任务跟踪和质量保证（QA）审查支持等功能。

LinkedIn MCP HTTP Server

MCP server for posting and managing LinkedIn content, supporting personal and company accounts. Deployed on Cloudflare Workers with token management via KV.

MotherDuck DuckDB MCP Server

A local MCP server implementation that interacts with DuckDB and MotherDuck databases, providing SQL analytics capabilities to AI Assistants and IDEs.

HubSpot MCP Server

使Claude能够与HubSpot CRM互动，进行销售分析和洞察，并提供管理联系人、交易、公司以及检索销售分析数据的工具。

Understanding MCP Architecture: Single-Server vs Multi-Server Clients

使用 LangGraph 的 MCP 架构演示，包含单服务器和多服务器客户端，利用 AI 驱动的工具调用和异步通信。

Local SEO Data

42 local SEO tools for AI assistants. SERP tracking, Google Business Profile data, review monitoring, keyword research, AI visibility scoring, geogrid rank scans, citation audits, and competitive analysis.

xcode-mcp

Enables control of the iOS Simulator using the xcrun simctl command-line utility. It allows users to manage devices, install and launch apps, send push notifications, and simulate device features like GPS location.

Texas Holdem MCP Server

一个模型上下文协议（MCP）服务器，允许人工智能代理通过 MCP 客户端接口玩德州扑克游戏。

cli-mcp-server

具有安全执行和可定制安全策略的命令行界面

text2sql-mcp

Enables natural language querying of SQL databases by allowing the agent to explore schema, write SQL, and self-correct errors. It integrates with MCP-compatible assistants like Claude Desktop or Cursor.