发现优秀的 MCP 服务器

Gmail MCP Server

Enables interaction with Gmail through the Gmail API with OAuth2 authentication. Supports reading, sending, searching emails, and managing read status through natural language.

mcpcap

Enables LLMs to analyze network packet captures (PCAP files) from local or remote sources through a modular architecture. Supports DNS traffic analysis with structured JSON responses for network security and troubleshooting tasks.

PubChem MCP Server

Provides access to over 110 million chemical compounds with tools for chemical search, structure analysis, property calculation, bioassay data retrieval, and safety information through the PubChem database.

Indian Railways MCP Server

印度铁路 MCP 服务器使用模型上下文协议 (MCP) 提供实时车站状态和列车信息。该服务器旨在处理来自印度铁路的实时数据请求。

Cloudflare Playwright MCP

A server that leverages Playwright for automated browser testing and integrates with Cloudflare Workers, enabling AI assistants to control web browsers for navigation, interaction, and screenshots.

AI MCP Gateway

Intelligent multi-model orchestrator with dynamic routing that optimizes AI costs by prioritizing free models and escalating to paid tiers only when needed, with stateless architecture using Redis and PostgreSQL.

OSV

这个服务器可以被用于安全开发，通过列出所有软件包的 CVE（通用漏洞披露）、受影响的版本以及修复版本来实现。

SearchAPI MCP Server

Model Context Protocol server that enables AI assistants like Claude to access searchapi.io API for searching Google Maps, flights, hotels, and other web information.

MCP Indexer

Enables semantic code search across multiple repositories using natural language queries. Provides intelligent code discovery, symbol lookups, and cross-repo dependency analysis for AI coding agents.

SSH MCP Server

Enables managing Ubuntu/Linux servers through natural language by establishing SSH connections and executing remote commands. Supports real-time command execution and output through Claude Desktop or Cursor IDE.

Knowledge Base MCP Server

Enables AI assistants to manage a personal markdown-based knowledge base with natural language interactions. Supports creating, searching, updating, and organizing notes across categories like people, recipes, meetings, and procedures.

@madisonbullard/mcp-servers

一个包含用于各种用例的模型上下文协议服务器的单体仓库。

OpenAPI to MCP Server

Converts OpenAPI specifications into MCP services with HTTP header passthrough support. Enables interaction with any OpenAPI-compliant service through natural language by dynamically transforming API documentation into MCP tools.

spring-ai-mcp-client

使用 Spring AI 和 Anthropic Claude 模型的 MCP 客户端应用程序。它与支持 MCP 协议的服务器集成，以实现 AI 驱动的聊天互动。

Claude Imagine

A visual UI builder that enables Claude to create and update web interfaces in real-time by sending HTML updates to a browser through an MCP server with WebSocket communication.

Perplexity Ask MCP Server

Integrates the Sonar API to provide Claude with real-time web-wide research capabilities. Enables conversational web searches through Perplexity's AI-powered search engine for up-to-date information retrieval.

File System Utility MCP Server

Enables interaction with the local file system and retrieval of system information. Provides tools for listing directories, reading files, getting current time, and basic greeting functionality.

Model Context Protocol for Unreal Engine

使像 Cursor、Windsurf 和 Claude Desktop 这样的 AI 助手客户端能够使用模型上下文协议 (MCP) 通过自然语言控制 Unreal Engine。

Interactive Voice MCP Server

Enables voice-based interactions with Claude by converting text to speech using Kokoro TTS and transcribing user responses using NVIDIA NeMo ASR, creating interactive voice dialogues.

WindTools MCP Server

Okay, I understand. You want me to translate the following English text into Chinese: "Your own codebase tools like code semantic search" Here are a few possible translations, depending on the nuance you want to convey: **Option 1 (Most literal and general):** * **你自己的代码库工具，例如代码语义搜索 (Nǐ zìjǐ de dàimǎ kù gōngjù, lìrú dàimǎ yǔyì sōusuǒ)** * This is a direct translation. "你自己的代码库" means "your own codebase," "工具" means "tools," "例如" means "for example," and "代码语义搜索" means "code semantic search." **Option 2 (Slightly more natural flow):** * **像代码语义搜索这样的，你自己的代码库工具 (Xiàng dàimǎ yǔyì sōusuǒ zhèyàng de, nǐ zìjǐ de dàimǎ kù gōngjù)** * This emphasizes the "like" part a bit more. "像...这样的" means "like... such as." **Option 3 (Focus on the benefit/purpose):** * **用于你自己的代码库的工具，比如代码语义搜索 (Yòng yú nǐ zìjǐ de dàimǎ kù de gōngjù, bǐrú dàimǎ yǔyì sōusuǒ)** * This emphasizes that these tools are *for* your codebase. "用于...的" means "used for..." and "比如" means "for example." **Which option is best depends on the context.** If you're simply listing examples, Option 1 or 2 is fine. If you're emphasizing the purpose of the tools, Option 3 might be better. Therefore, I recommend **Option 1 (你自己的代码库工具，例如代码语义搜索)** as a good general translation.

MCP Server for macOS

A modern, extensible server that provides a unified interface to control and interact with various macOS applications through plugins.

OpenManager Vibe V4 MCP Server

A natural language-based server analysis and monitoring system that automatically processes user queries about server status and provides detailed responses with visualizations.

NanoBanana MCP

Generates AI images using Google Imagen directly in Claude Desktop, with automatic saving and support for multiple images and custom aspect ratios.

Pipedream MCP Server

Enables interaction with over 2,800 APIs and applications through Pipedream's Connect platform. Provides managed OAuth authentication and API request capabilities for integrating multiple services through natural language.

Gravity MCP

Enables interaction with WordPress Gravity Forms through natural language, allowing users to manage forms, entries, submissions, and add-on integrations. Provides comprehensive form management capabilities including field operations, entry search/filtering, and secure form submissions with validation.