Discover Awesome MCP Servers

Google Drive MCP Server

这个 MCP 服务器集成了 Google Drive，可以列出、读取和搜索文件，并且能够读取和写入 Google Sheets。

Docker MCP Server

允许 Claude 和其他 AI 助手通过 MCP 协议与 Docker 交互，从而实现容器和镜像管理，包括列出、运行、停止和拉取 Docker 资源。

ConceptNet MCP Server

Provides seamless access to the ConceptNet semantic knowledge graph, enabling concept lookup, search, relationship discovery, and semantic similarity calculations across multiple languages.

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。

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。

deBridge MCP Server

Enables cross-chain cryptocurrency swap quotes and operations using the deBridge DLN protocol. Provides read-only access to swap estimates, supported chains, token information, and order status tracking across multiple blockchain networks.

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。

Java Decompiler MCP Server

An MCP server that uses the CFR decompiler to convert Java .class and .jar files back into readable source code. It supports single-file, batch, and recursive directory decompilation with automated CFR tool management.

Lumen Resto MCP

Enables restaurant reservation management and schedule checking through Supabase with multi-tenant support. Designed for WhatsApp and phone agents to verify opening hours, create reservations with automatic table assignment, and handle multiple restaurants from a single server.

BCI-MCP Server

一个将脑机接口技术与模型上下文协议集成的框架，旨在实现实时神经信号处理和人工智能驱动的交互，应用于医疗保健、辅助功能和研究领域。

xiaozhi-mcp

A versatile MCP server framework that enables AI capabilities like remote control, calculations, and email operations via multiple transport types. It supports stdio, SSE, and HTTP protocols for seamless integration between language models and external systems.

GitLab MCP Server

Connects AI assistants to GitLab, allowing users to manage merge requests, view reviews, and interact with discussions through natural language queries.

TwilioManager MCP

一个服务器，通过模型上下文协议将 Claude AI 连接到 Twilio，从而实现对 Twilio 账户、电话号码和法规遵从性的提示辅助管理。

Playwright MCP Docker Environment

这个项目提供了一个 Docker Compose 环境来运行 '@playwright/mcp' 服务器。

Kotlin MCP Server

Kotlin MCP Server for Android app development using OpenAI, Gemini, or OpenRouter. Enables AI-assisted coding via Aider, Gradle build/test integration, Kotlin LSP, and Docker-based portability.

test-mcp-server

Repository for test MCP server

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。

Jokes MCP Server

Enables users to fetch jokes from various categories including Chuck Norris and dad jokes through a standardized MCP interface. Demonstrates integration between Microsoft Copilot Studio and MCP servers for humor-based interactions.

Spotify Model Context Protocol

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

PAL MCP Server

A Provider Abstraction Layer that orchestrates multiple AI models (GPT-5, Gemini, O3, local models) within a single conversation, enabling multi-model code reviews, debugging, planning, and CLI-to-CLI bridging with full context preservation.

Gemini Watermark Remover

Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, and WEBP formats. The server provides tools to process local files with configurable output quality and compression settings.

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.

MCP Server with SSE and Bearer Authentication

A TypeScript implementation of a Model Context Protocol server that enables real-time communication with LLM clients using Server-Sent Events (SSE) for transport and Bearer Token authentication for security.

mcp-playwright

🚀 Active Fork of executeautomation/mcp-playwright This repository is an actively maintained continuation of the original MCP Playwright server: >👉 https://github.com/executeautomation/mcp-playwright A Model Context Protocol server that provides browser automation capabilities using Playwright.

Synesthetic MCP

Enables validation, diff generation, and backend population for Synesthetic assets using schema-compliant resources and tools. Serves as an MCP adapter that enforces schema compliance and integrates with the Synesthetic asset generation pipeline.

MCP Atlassian + Bitbucket

A comprehensive MCP server for Jira, Confluence, and Bitbucket that supports both Cloud and Data Center deployments. It provides 136 tools for managing issues, searching documentation, and handling Git workflows like pull requests and pipelines.