发现优秀的 MCP 服务器

Apifox MCP Server

这个服务器作为一个消息通信协议（MCP）服务，用于集成 Apifox 和 Cursor，从而实现通过 AI 驱动的交互进行 OpenAPI 接口的实现。

Cal Server

一个数学表达式计算器，可以处理用户输入的表达式并返回计算结果，支持基本运算和内置常量，如 PI 和 E。

heor-agent-mcp

AI-powered HEOR (Health Economics and Outcomes Research) MCP server with 7 tools for literature search across 41 medical data sources, cost-effectiveness modeling (Markov/PartSA/PSA), and HTA dossier preparation for NICE, EMA, FDA, IQWiG, HAS, and EU JCA submissions.

MCP ECharts

Generates Apache ECharts diagrams and charts with AI dynamically, supporting all ECharts features and exporting to png, svg, and option formats.

FastMCP Training Course Server

An educational MCP server example built with FastMCP that demonstrates how to expose tools, resources, and prompts to AI clients. Provides a learning foundation for building MCP servers with Python and integrating them with AI applications like IDEs and chatbots.

Redis MCP Server

使用户能够使用模型上下文协议 (MCP) 工具执行 Redis 数据库操作，从而可以通过设置、获取和扫描哈希字段等命令实现高效的数据管理。

TaxJar MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for TaxJar (beta): https://www.cdata.com/download/download.aspx?sku=JTZK-V&type=beta

MCP Google Workspace Server

使用 MCP 协议与 Gmail 和 Google 日历进行交互，支持多个 Google 帐户、电子邮件管理以及通过自然语言进行日历操作。

mpc-legifrance

MCP server covering French law via the PISTE platform: 62 tools wrapping the full Légifrance API (legislation, codes, Journal Officiel, jurisprudence…)

MD-DOCX Converter

Bidirectional Markdown ↔ Word (.docx) converter. Read Word documents directly into Claude as Markdown, or save Claude's output as a properly formatted .docx with heading styles (Title, Heading 1–9), bold, italic, tables, lists, code blocks, and images. No cloud upload — runs entirely on your machine using python.

ROS MCP Server

Facilitates robotic movement control by providing functions that enable precise manipulation of linear and angular velocities through natural language commands, compatible with both ROS and ROS2.

Native MCP Client Server

MCP（模型上下文协议）客户端-服务器架构的原生实现，采用 HTTP 服务器发送事件（SSE）进行实时通信。

MCP Taiwan Judgment Search

Enables searching and retrieving Taiwan judicial judgments, including full-text search, document details, PDF download, and legal term lookup via MCP tools.

Scansca - MCP Database Connector (under-development)

主要数据库的 MCP 服务器

MCP VTEX Server

Enables complete VTEX e-commerce platform integration through natural language, allowing management of catalog, inventory, pricing, promotions, orders, marketplace operations, checkout, customer data, and payment configurations via AI conversations.

Aiyogg_tinypng Mcp Server

镜子 (jìng zi)

Rabobank MCP Training Demo

A training MCP server that demonstrates how GitHub Copilot can securely access internal banking APIs, documentation, and architecture review prompts.

HeroUI MCP Server

A high-quality, open-source Model Context Protocol (MCP) server that bridges AI systems and HeroUI, enabling intelligent assistance for developers working with HeroUI components.

MCP Server Learning

Enables educational and learning tasks including flashcard generation with Anki integration, Zotero library management, Obsidian vault interaction, and mathematical expression verification with LaTeX support.

Anomaly Detection MCP Server

A server that enables LLMs to detect anomalies in sensor data by providing tools for data retrieval, analysis, visualization, and corrective action execution.

sumo-mcp

Integrates SUMO traffic simulation with the Model Context Protocol for autonomous driving applications, enabling simulation environment interaction and model context management.

AgenticProductSearching

自主产品搜索，包含 MCP 服务器/数据库/Fast API/OpenAI 代理 SDK

MQTT MCP Server

Enables interacting with MQTT brokers to publish, subscribe, and manage connections, with a real-time web UI for visual feedback.

Paper Scout MCP Server

Enables reviewing and managing AI research paper candidates from arXiv, Semantic Scholar, and Hugging Face Daily Papers, scored against personal interests, via MCP tools in Claude Desktop or Cowork.

ssh-mcp

An MCP server enabling Claude to execute commands on multiple remote servers via SSH and transfer large files (40GB+) with resume support via SFTP.

General MCP Server

A comprehensive Model Context Protocol server that enables AI assistants to search and retrieve content from Reddit, YouTube, and Twitter through simple API calls.

blinkit-mcp

Enables Claude to automate grocery shopping on Blinkit, including product search, cart management, location setup, and payment via UPI.