发现优秀的 MCP 服务器

Gmail MCP Agent

Enables automated Gmail lead nurturing campaigns with intelligent follow-ups, response tracking, and 24/7 operation. Supports CSV-based contact management, template personalization, and real-time monitoring for enterprise-scale email outreach.

Postgres Scout MCP

Enables AI assistants to safely explore, analyze, and maintain PostgreSQL databases with read-only mode by default, SQL injection prevention, query performance analysis, and optional write operations.

Tester Client for Model Context Protocol (MCP)

Apify Actor 的模型上下文协议 (MCP) 客户端

mcp-qdrant-docs MCP Server

一个 MCP 服务器，它抓取网站，将内容索引到 Qdrant 中，并提供查询工具。

MCP-Censys

一个模型上下文协议服务器，它支持使用自然语言查询 Censys Search API，以进行域名、IP 和 FQDN 侦察，并提供关于主机、DNS、证书和服务方面的实时信息。

Public-Promo

A lightweight, database-free, configuration-free HTTP proxy server with built-in data sources, suitable for rapid development and testing.

MariaDB / MySQL Database Access MCP Server

一个提供对 MariaDB 或 MySQL 数据库访问的 MCP 服务器。

MCP MySQL Server

使大型语言模型能够与 MySQL 数据库交互，通过检查模式并在事务中执行安全的只读查询。

azure-mcp-server

一个模型上下文协议 (MCP) 服务器，它提供工具、提示和资源来交互和管理 Azure 资源。

mcp-pandoc-ts: A Document Conversion MCP Server (TypeScript/Host Service Version)

使用本地 Pandoc 主机服务，从 Docker 环境控制主机上的 Pandoc 的 MCP-Server

MCP LLM Bridge

实现MCP，以支持MCP服务器和兼容OpenAI的LLM之间的通信。

MCP BatchIt

一个简单的聚合服务器，允许将多个 MCP 工具调用批量处理成单个请求，从而减少 AI 代理的 token 使用量和网络开销。

Wikidata MCP Server

一个服务器实现，用于使用模型上下文协议与维基数据 API 交互，提供搜索标识符、提取元数据和执行 SPARQL 查询的工具。

Prometheus MCP Server

一个 MCP 服务器，它使大型语言模型能够通过预定义的路由从 Prometheus 数据库检索、分析和查询指标数据。

Piper TTS MCP Server

Integrates Piper TTS into the Model Context Protocol, allowing AI assistants to convert text to speech and play it through speakers with customizable voice settings and volume control.

MCP Server POC

A proof-of-concept MCP server demonstrating various capabilities including mathematical calculations, URL fetching, system information retrieval, data processing, and file operations.

jcrawl4ai-mcp-server

jcrawl4ai-mcp-server

agloop-mcp

An MCP server providing 14 introspection tools for AgLoop, a custom agent framework for VS Code Copilot. It enables users to monitor and manage agent states, tasks, execution logs, and plans through a set of specialized read and write tools.

Tushare MCP Server

一个基于模型上下文协议的服务器，它使 AI 助手能够使用 Tushare API 查询和搜索股票信息。

OpenSumi

一个框架可以帮助您快速构建 AI 原生 IDE 产品。MCP Client 通过 MCP 服务器支持模型上下文协议 (MCP) 工具。

iFlytek SparkAgent MCP Server

Enables integration with iFlytek's SparkAgent Platform to invoke task chains and upload files. Provides tools for interacting with iFlytek's AI agent services through the Model Context Protocol.

Elasticsearch 7.x MCP Server

提供一个 MCP 协议接口，用于与 Elasticsearch 7.x 数据库交互，支持全面的搜索功能，包括聚合、高亮和排序。

MySSL MCP Server

MySSL MCP 服务器 (MySSL MCP Fúwùqì)

Run Command MCP Server

Provides tools for executing shell commands both synchronously and asynchronously with real-time output streaming and process management capabilities. It enables users to start background tasks, monitor progress, and manage long-running processes via Stdio or HTTP transports.

WSLSnapit-MCP

Enables AI assistants to capture screenshots and read clipboard content from Windows applications while operating within a WSL environment. It supports monitor or window-specific targeting and features intelligent image optimization for efficient data transfer.

JigsawStack MCP Server

允许 AI 模型与 JigsawStack 模型交互的模型上下文协议服务器！

protocols-io-mcp-server

A Model Context Protocol (MCP) server that enables MCP clients like Claude Desktop to interact with protocols.io, a popular platform for sharing scientific protocols and methods.

MCP Server Demo

A WebSocket-based Model Control Protocol (MCP) server that processes model requests and provides responses. Supports chat and text completion actions with a standardized JSON protocol for AI model communication.