发现优秀的 MCP 服务器

Ensembl MCP Server

A Model Context Protocol server providing LLMs with access to the Ensembl genomics database, enabling AI assistants to query gene information, sequences, variants, and other genomic data across multiple species.

MSSQL MCP Server

一个模型上下文协议服务器，可以执行 SQL 查询并管理与 Microsoft SQL Server 数据库的连接。

Atlassian MCP

用于 Cursor IDE 的托管代码插件，提供与 Atlassian 产品（JIRA、Confluence、BitBucket）的集成，使开发人员能够直接从 IDE 搜索任务、创建新问题、查看文档和管理代码仓库。

Virtual Number MCP Server

MCP server for accessing Virtual Number API to manage virtual numbers, view SMS history, and retrieve available countries and numbers.

Node9-Proxy

The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.

claude-garmin

MCP server that connects Garmin Connect data to Claude, enabling training analysis, recovery checks, and personalized plans based on real metrics like HRV, training load, and activities.

yop-mcp

yop-mcp 是一个专为易宝支付开放平台(YOP)设计的 MCP (Model Context Protocol) Server，提供了一套完整的工具函数，帮助开发者通过AI助手（如Claude、Cursor等）更便捷地获取YOP平台的相关信息、生成密钥对、下载证书等操作。

Garmin MCP

Local-first MCP server that connects AI agents to your Garmin sleep, HRV, Body Battery, stress, training readiness and activities, keeping tokens on your machine.

GoPluto MCP

Enables AI assistants to access fresh service provider knowledge, routing rules, and code snippets from GoPluto for expert matching and onboarding flows. Provides tools to search providers, create service requests, and fetch up-to-date documentation directly in prompts.

MCP Notes

一个简单的笔记记录 MCP 服务器，用于记录和管理带有 AI 模型的笔记。 (Or, a slightly more formal option:) 一个简易的笔记记录 MCP 服务器，旨在利用 AI 模型记录和管理笔记。

MCP Server Playground

一个基于 TypeScript 的 MCP 服务器，专为实验以及与 Claude Desktop 和 Cursor IDE 集成而设计，提供了一个模块化的试验场，用于扩展服务器功能。

BoligWatch MCP Server

Monitors boligportal.dk for new rental listings in Denmark. Provides tools to search, filter, and track apartment listings via natural language.

Lightning Tools MCP Server

通过你的LLM实现与闪电地址和常用闪电工具的交互，从而通过自然语言提供闪电网络功能。

MCP Server

一个服务器，旨在帮助人工智能模型更好地理解 Vite/Nuxt 应用程序，从而为开发支持提供更强的上下文感知能力。

Claude File Management Server

Enables Claude AI to perform comprehensive file operations including reading, writing, notes management, PDF processing, and image handling with thread-safe operations. Provides a complete file management system with enhanced features like document processing and automatic directory creation.

dev-mcp

Turns AI assistants into active Technical Project Managers by providing a persistent project brain and workflow tools for onboarding, session management, and code verification.

MCP Web Tools Server

一个模型上下文协议服务器，允许大型语言模型通过标准化工具与网络内容交互，目前支持网页抓取功能。

mcp-mistral-ocr

使用 Mistral OCR API (付费) 可以对本地或 URL 中的 OCR 图像或 PDF 进行处理。 (Yǐ shǐyòng Mistral OCR API (fùfèi) kěyǐ duì běndì huò URL zhōng de OCR túxiàng huò PDF jìnxíng chǔlǐ.)

teadata-mcp

MCP server for exploring Texas public school data through conversational interfaces, enabling campus search, district details, geospatial lookup, comparisons, and transfer insights using TEA data.

Langfuse Trace Fetcher

Fetches Langfuse observability traces directly into a VS Code coding agent's context, enabling querying and viewing trace data through natural language.

Ask MCP

Provides access to multiple AI models (Grok, Gemini 2.5 Pro, Kimi, Qwen3 Coder, GLM-4.5) through OpenRouter, enabling users to query different specialized models for reasoning, coding, translation, and general tasks with automatic fallback to free variants.

File System MCP Server

Provides secure file read and write operations within a sandboxed directory, allowing AI assistants to safely create, modify, and access files without risk of accessing the broader file system.

Mermaid Chart MCP

A powerful Model Context Protocol server that automatically generates Mermaid diagrams from code and provides SVG beautification features.

Browser Bridge MCP

MCP server that gives AI coding assistants direct access to the browser — navigate, click, fill forms, run JavaScript, take screenshots, and read page content.

MCP Veracode

An MCP server that enables users to interact with Veracode security services through Claude Code. It allows for listing applications, retrieving vulnerability findings, checking scan statuses, and monitoring policy compliance.

Gemini TTS MCP Server

Provides text-to-speech capabilities using Google's Gemini TTS API with support for multiple voices, automatic chunking of long text, multi-speaker dialogue, and audio playback via Windows Media Player.

Filesystem MCP Server

增强型文件系统 MCP 服务器

ranger-mcp-server

Enables management of Apache Ranger access policies, masking, tag-based policies, roles, users, and groups via agentic workflows with Knox authentication.

Fetch MCP Server

提供以各种格式（包括 HTML、JSON、纯文本和 Markdown）获取 Web 内容的功能。

MCP Parking Server

A read-only MCP server for querying parking management systems using natural language and secure SQL. It enables searching for parking locations, retrieving billing configurations, and understanding database schemas through business context tools.