Discover Awesome MCP Servers

MCP Server Starter

A production-ready starter template for building Model Context Protocol (MCP) servers with TypeScript. Includes automated tooling for creating new MCP tools, testing, and deployment to Claude Desktop.

pubmed-mcp-server

Okay, I understand. Please provide me with the query you would like me to use to search PubMed. For example, you could say: "Search PubMed for articles matching the query: 'lung cancer treatment immunotherapy'" Once you give me the query, I will translate it into Chinese. Then, I will explain that I cannot directly search PubMed for you, but I will provide you with the Chinese translation of your query so you can use it to search PubMed yourself. **What is the query you would like me to translate?**

MCP Server

一个基于 Flask 的服务器，实现了模型上下文协议（Model Context Protocol），通过自然语言增强大型语言模型（LLM）的外部工具能力，从而允许像天气查询和计算等工具直接在模型的文本输出中被调用。

Mobile Next MCP Server

一个模型上下文协议服务器，通过与平台无关的接口，为 iOS 和 Android 设备实现可扩展的移动自动化。它允许代理和大型语言模型 (LLM) 使用辅助功能快照或基于坐标的交互与移动应用程序进行交互。

Stripe MCP Server

A remote MCP server implementation that integrates with Stripe, enabling AI assistants to interact with the Stripe API for payment processing functionality.

PostgreSQL MCP Server

提供对 PostgreSQL 数据库的只读访问权限，使 LLM 能够检查数据库模式并执行只读 SQL 查询。

Spotify Model Context Protocol

Enables creating Spotify playlists based on text descriptions by connecting Cursor editor to Spotify's API through OAuth authentication.

Model Context Protocol (MCP) Implementation in Go

Golang MCP 服务器 (Golang MCP fúwùqì) This is a direct translation. "MCP" is often left untranslated as it's an acronym. However, if you need to explain what MCP stands for, you would add that explanation. For example: Golang MCP 服务器 (Golang MCP, 即 Model Configuration Protocol, 模型配置协议服务器) - Golang MCP Server (Golang MCP, which stands for Model Configuration Protocol, Model Configuration Protocol Server) The best translation depends on the context. If the audience is familiar with the acronym, the first option is sufficient. If not, the second option is better.

Fast Mermaid Validator MCP

Validates Mermaid diagrams with comprehensive grammar parsing supporting 28+ diagram types. Processes markdown files, ZIP archives, and direct input with detailed error reporting and enterprise-grade performance capabilities.

Last.fm MCP Server

Enables interaction with Last.fm music data including searching for artists, albums, and tracks, accessing user listening history, and managing music preferences. Supports both read-only operations and authenticated write operations like scrobbling and loving tracks.

Persona 4 Golden MCP Hack 🦀💰

《女神异闻录 4 黄金版》的基于 Rust 的 MCP 内存修改工具。

Perplexity MCP Server

Enables web search functionality through Perplexity AI's API with time-based filtering options. Allows users to search the web for recent information within specified time periods (day, week, month, or year).

memory-bank-loader-mcp

这是一个 MCP 服务器，用于一次性检索内存库目录中的所有文件。其目的是减少加载内存库时 AI 工具的调用频率，从而节省时间和金钱。

MCP Invoice

一个用于发票和收据处理的 Python MCP 服务器，它使用 OCR 技术从 PDF 和图像中提取数据，并为 AI 助手提供处理、从发票文档中提取文本以及合并发票文档的能力。 (Alternatively, a slightly more formal translation:) 一个基于 Python 的 MCP 服务器，用于发票和收据处理。该服务器利用 OCR 技术从 PDF 和图像中提取数据，并为 AI 助手提供处理发票文档、提取文本以及合并文档的功能。

Adyen Checkout Utility Service MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with Adyen's Checkout Utility Service API through natural language, auto-generated using AG2's MCP builder.

Confluence MCP Server

一个 MCP 服务器，能够搜索和检索 Confluence 文档系统中的内容，并提供文档搜索和完整页面内容检索功能。

Railway MCP Server

Enables management of Railway.app infrastructure through natural language, allowing users to deploy services, manage environment variables, monitor deployments, and configure projects directly from MCP clients like Claude.

Baseline MCP Server

使用 Web Platform API 检查基线状态的 MCP 服务器。

mcp-pprof-anaylzer

This is a Model Context Protocol (MCP) server implemented in Go, providing a tool to analyze Go pprof performance profiles.

N8N MCP Server for Railway

好的，这是将 N8N MCP 服务器部署到 Railway 的翻译： **中文翻译：** 在 Railway 上部署 N8N MCP 服务器

JMeter MCP Server

A Model Context Protocol server that enables executing and interacting with JMeter tests through MCP-compatible clients like Claude Desktop, Cursor, and Windsurf.

ArxivSearcher MCP Server

An MCP server that enables intelligent searching, filtering, and exporting of Software Engineering papers on arXiv with tools for querying by keywords, authors, analyzing trends, and finding related research.

Qdrant MCP Server

好的，这是将 "A Model Context Protocol (MCP) server implementation for RAG" 翻译成中文的几种选择，根据不同的侧重点，可以选择最合适的： * **最直接的翻译：** 用于 RAG 的模型上下文协议 (MCP) 服务器实现 * **更强调功能的翻译：** RAG 的模型上下文协议 (MCP) 服务器实现方案 * **更技术性的翻译：** RAG 的模型上下文协议 (MCP) 服务器端实现 * **更口语化的翻译：** 一个为 RAG 打造的模型上下文协议 (MCP) 服务器 **解释：** * **RAG (Retrieval-Augmented Generation):** 检索增强生成，通常直接使用英文缩写。 * **Model Context Protocol (MCP):** 模型上下文协议，通常直接使用英文缩写。 * **Server Implementation:** 服务器实现，可以翻译成服务器端实现、服务器实现方案等。 **推荐：** 我个人推荐 **用于 RAG 的模型上下文协议 (MCP) 服务器实现**，因为它简洁明了，并且保留了技术术语的英文缩写，方便专业人士理解。 最终选择哪个翻译取决于你的具体语境和目标受众。

Google Maps MCP Server

Provides access to Google Maps API functionality including geocoding, place search, direction routing, and distance calculations through a structured MCP interface.

Calculator MCP Server

Provides basic mathematical calculation functionality through MCP tools including arithmetic operations, exponentiation, and square root calculations. Features proper error handling for edge cases like division by zero and negative square roots.

ChainGPT MCP

A Model Context Protocol server that integrates ChainGPT capabilities into AI agents, allowing users to access crypto news, prices, and market trends.

mmnt-mcp-server

Mamont 搜索引擎的 MCP 服务器