发现优秀的 MCP 服务器

openapi-mcp

Automatically generates MCP server tools from OpenAPI specifications, enabling LLMs to interact with any API defined by an OpenAPI spec through natural language.

Claude MCP Server Ecosystem

A production-ready MCP server ecosystem providing Claude AI with 150+ specialized tools across enhanced memory, data analytics, security, design, and infrastructure domains with PostgreSQL, Redis, Qdrant, and Docker orchestration.

Project Content Server

一个 MCP 服务器，提供对项目文件及其内容的访问，允许用户从指定的项目目录检索文件数据，并提供错误处理和配置选项。

local-git-mcp

A lightweight MCP server that handles git operations on behalf of AI coding assistants, running as a local HTTP service without external network exposure by default.

Umami Analytics MCP Server

镜子 (jìng zi)

fred-mcp

Enables users to search, retrieve, and explore economic data series from the Federal Reserve Economic Data (FRED) API using natural language.

Circuitry MCP Server

Connects AI coding agents to Circuitry's visual workflow platform, enabling them to create and sync code nodes from project files, understand user-drawn flowcharts and diagrams, generate visual flowcharts, and create data visualizations like spreadsheets and charts.

Azure DevOps MCP Server

Enables AI assistants to interact with Azure DevOps Server 2022 through natural language, enabling queries and operations on pipelines, pull requests, builds, and repositories.

Visuals MCP Server

An MCP server that provides interactive visualizations including tables, charts, image previews, master-detail views, tree views, and customizable lists for AI agents.

weather-mcp

Okay, I understand. You want me to translate the following request into Chinese: "Returns the current and recent weather data using city name or pincode(india). Using tomorrow.io api" Here's the translation: **使用城市名称或邮政编码（印度）返回当前和最近的天气数据。使用 tomorrow.io API。** Here's a breakdown of the translation: * **使用 (shǐyòng):** Using * **城市名称 (chéngshì míngchēng):** City name * **或 (huò):** Or * **邮政编码 (yóuzhèng biānmǎ):** Pincode / Postal code * **（印度）(yìndù):** (India) * **返回 (fǎnhuí):** Returns * **当前 (dāngqián):** Current * **和 (hé):** And * **最近 (zuìjìn):** Recent * **的 (de):** (Possessive particle) * **天气数据 (tiānqì shùjù):** Weather data * **。 (。):** Period * **使用 (shǐyòng):** Using * **tomorrow.io API (tomorrow.io API):** tomorrow.io API (This is often kept in English as it's a proper noun and widely understood) Therefore, the complete translation is: **使用城市名称或邮政编码（印度）返回当前和最近的天气数据。使用 tomorrow.io API。**

OpenWebGAL Assistant

MCP server that automates WebGAL game development tasks such as resource management, script editing, documentation lookup, and AI-powered voice generation using LLMs.

Canvas LMS MCP Server

MCP server for Canvas LMS, providing 115+ tools to read courses, assignments, submissions, rubrics, quizzes; grade, comment, manage course content, and handle Canvas admin workflows from any AI agent.

Redmine MCP Server

Model Context Protocol (MCP) server for Redmine that provides comprehensive access to the Redmine REST API. It allows you to operate Redmine from MCP clients such as Claude Desktop.

Stream MCP

Enables deployment of MCP servers over HTTP, providing ready-to-use tools for text processing, math calculations, and social media content generation, accessible to AI assistants like GitHub Copilot and Claude.

kintone MCP Server

Official MCP server for kintone, enabling AI assistants to manage kintone apps, records, and settings through natural language.

Memsolus MCP Server

Provides persistent long-term memory for AI agents through semantic search and automated knowledge graph extraction. It enables agents to store, recall, and reason over facts, preferences, and relationships across multiple conversations and sessions.

Mother MCP Skills

Automatically discovers and installs AI skills for your project's tech stack, supporting Claude, Copilot, Codex, and other MCP-compatible agents.

MCP Server Template for Cloudflare Workers

A production-ready template for building MCP servers on Cloudflare Workers with social login (Google, Microsoft, GitHub), D1 database, admin dashboard, and built-in AI chat testing across multiple providers.

ai-model-selector-mcp

Provides AI assistants with structured access to metadata for 76+ AI models across Ollama, Claude, and OpenRouter, enabling capability queries, compatibility checks, model comparisons, and task-based recommendations.

PokéBattle AI Strategist

An intelligent Pokémon battle strategy assistant that provides strategic recommendations, type effectiveness analysis, and competitive insights through conversational AI powered by Algolia search.

DaVinci MCP Professional

A professional implementation of a Model Context Protocol server that enables integration between DaVinci Resolve video editing software and AI assistants like Claude Desktop or Cursor.

mcp-subconscios

Run conjoint experiments and causal research through AI powered behavioral simulations

HCDP MCP Server

A Model Context Protocol server providing seamless access to the Hawaii Climate Data Portal API for querying climate and weather data for Hawaii and American Samoa.

Bias Detection MCP

Bias Detection - MCP server providing AI-powered tools and automation by MEOK AI Labs

InboxAPI CLI

Provides an AI agent with its own email address to send, receive, and manage emails via MCP. No email server setup required.

BloodHound-MCP

BloodHound-MCP-AI 是一个集成工具，它通过模型上下文协议 (Model Context Protocol) 将 BloodHound 与人工智能 (AI) 连接起来，使安全专业人员能够使用自然语言而不是复杂的 Cypher 查询来分析 Active Directory 的攻击路径。

Perspective MCP Server

一个模型上下文协议 (MCP) 服务器，它提供与 Perspective API 交互的工具。

cointelegraph-mcp

关于 一个MCP服务器，提供来自Cointelegraph的最新新闻的实时访问。

tessera

Provides persistent codebase memory for Claude Code, enabling semantic understanding of the project structure and action history across sessions to reduce redundant file reads.