发现优秀的 MCP 服务器

Alibaba Cloud Yaochi DB MCP Server

Enables AI coding assistants to manage Alibaba Cloud databases by creating instances, executing SQL, and more directly from the IDE.

NYC Property Data MCP Server

Provides Claude with access to NYC public property data including property details, sales history, comparable sales, tax benefits, and rent stabilization analysis using natural language.

Open Brewery DB MCP Server

Provides access to the Open Brewery DB API, allowing AI assistants to search for breweries and retrieve detailed information like location, type, and contact details. It enables interactive exploration of a global database containing over 40,000 breweries.

pfc-mcp

MCP server that gives AI agents full access to ITASCA PFC - browse documentation, run simulations, capture plots, all through natural conversation. Built on the Model Context Protocol, pfc-mcp turns any MCP-compatible AI client (Claude Code, Codex CLI, Gemini CLI, OpenCode, toyoura-nagisa, etc.) into a PFC co-pilot that can look up commands, execute scripts, monitor long-running simulations.

Agent Construct

An MCP server implementation that standardizes how AI applications access tools and context, providing a central hub that manages tool discovery, execution, and context management with a simplified configuration system.

coding-agent-mcp

Containerized MCP server for coding agents with tools for file editing, shell commands, process management, Git, browser automation, and project snapshots.

siftingio-mcp

Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, fundamental data, and market information retrieval.

FlexSim MCP Server

Controls FlexSim simulation engine via Model Context Protocol, enabling natural language-driven simulation modeling and automation.

mcp-frontiermath

Enables solving FrontierMath problems and performing advanced mathematical computations such as representation theory, algebraic geometry, number theory, and finite field analysis through natural language.

MCP Character Counter

A lightweight server that provides detailed text analysis, counting total characters, characters without spaces, letters, numbers, and symbols for AI assistants like Claude Desktop and GitHub Copilot.

Unity AI MCP Server

一个MCP服务器，为Unity游戏开发提供人工智能驱动的工具和辅助功能。

MKMChat

AI assistant and MCP server for Mortal Kombat Mobile that provides intelligent team suggestions, mechanic explanations, and context-aware chat via local LLMs and RAG.

mcp-meteo

Provides real-time weather and forecasts via Open-Meteo, supporting queries by coordinates or city name.

picgo-uploader

Enables uploading images to a running PicGo application through its built-in server.

Perplexity MCP Server

镜子 (jìng zi)

mcp-server-google-forms

An MCP server that lets Claude Code create, edit, and publish Google Forms, including quizzes and response management, using OAuth with a verified Google app. It provides 15 tools for form building, publishing, and analyzing responses.

mcp_calculator

A stdio MCP server that gives LLMs a safe scientific calculator with infix math, complex numbers, matrices, statistics, unit conversions, and more via tools that return JSON.

Remote YouTube MCP Server

A remote Model Context Protocol server that extracts YouTube video transcripts and provides content creation templates using OAuth 2.0 authentication. It enables secure interaction with YouTube content for AI clients like ChatGPT and Claude.

@processon/mcp-server-processon-node

Generates ProcessOn mind maps from Markdown content. Provides tools to check API key validity and create mind maps.

TeacherAssist-MCP

AI-powered Teacher Assistance MCP Server for managing student records with PostgreSQL, enabling create and read operations via MCP tools.

InfraPilot

Enables infrastructure operations including provisioning, configuration, monitoring, compliance auditing, and auto-remediation through natural language, using Terraform and Ansible tools exposed over MCP.

agent-gateway

Converts any website into an MCP server, enabling AI assistants to search and interact with the site beyond just reading.

Storyblok MCP Server

The Storyblok MCP server enables your AI assistants to directly access and manage your Storyblok spaces, stories, components, assets, workflows, and more.

stock-mcp

MCP server that syncs and queries comprehensive stock data (quotes, financials, dividends, analyst forecasts, options, news) from Yahoo Finance and Investing.com into an external MySQL database.

ira-universe

Public-safe visitor MCP for Claude Code and Cursor that explains what Ira is, how it is built, and how to adopt a factory-specific fork without sensitive data.

mcp-gateway-pro

A zero-dependency universal MCP gateway that multiplexes multiple MCP servers across stdio, HTTP, and SSE, providing unified tool access, circuit breaking, and an interactive inspector studio.

Enterprise Threads MCP Server

Enables professional Threads management with advanced analytics, AI-powered content optimization, and automation features.

App Store Connect MCP Server

A Model Context Protocol (MCP) server for Apple's App Store Connect API. Manage your iOS, macOS, tvOS, and visionOS apps directly from Claude, Cursor, or any MCP-compatible client.

Jira MCP Server

Enables AI assistants to interact with self-hosted Jira instances for issue management, search, comments, and workflow transitions.