发现优秀的 MCP 服务器

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。

MCP Weather Server

Provides weather information using the US National Weather Service API, including active weather alerts for US states and location-specific forecasts based on latitude and longitude coordinates.

Scansca - MCP Database Connector (under-development)

主要数据库的 MCP 服务器

MCP ECharts

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

Weather MCP Server

Retrieves current weather information for any location using the OpenWeatherMap API with configurable temperature units (Celsius or Fahrenheit).

Angular Component Inspector

Enables dynamic exploration of Angular library components by reading and analyzing the public API exports. Provides tools to list available components and retrieve detailed component information.

LPS MCP

一个极简服务器，为 Claude AI 提供安全的文件系统访问和顺序思考能力，使 Claude 能够浏览目录、读取文件，并将复杂问题分解为结构化的思考步骤。

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。

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。

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.

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.

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)

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。

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

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.

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。

AgenticProductSearching

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

spring-ai-playground

Spring AI Playground is a self-hosted web UI platform for building low-code tools and dynamically exposing them via built-in MCP server for AI agents.

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.

CreateOS MCP

Deploy, manage, and scale applications directly from your AI assistant.

Query MCP

启用 IDE 对 Supabase 数据库的访问，包括 SQL 查询执行、模式管理、Auth 管理员操作，以及内置的安全控制，以防止意外的破坏性操作。

kbg-viewer

一个定制的 Vue.js 组件，用于可视化从 MCP 内存服务器生成的知识库图谱。

Indian Stock Exchange API2 MCP Server

Enables access to comprehensive Indian stock market data from the NSE and BSE, including historical statistics, corporate actions, and IPO information. It also provides tools for mutual fund searches, analyst recommendations, and tracking market-active or trending stocks.

MCP-Server

A Flask-based MCP server with web GUI that provides utility tools for mathematical calculations, text analysis, string transformations, timestamps, and Fibonacci sequence generation.