Discover Awesome MCP Servers

IAM Policy Autopilot

Analyzes application code locally to automatically generate baseline AWS IAM identity-based policies by detecting AWS SDK calls in Python, Go, and TypeScript applications. Helps AI coding assistants quickly create IAM permissions that can be refined as applications evolve.

Docker MCP Server

Enables AI assistants like Claude to manage Docker containers, images, and Docker Compose deployments through the Model Context Protocol. Provides secure container lifecycle management, image operations, and multi-host Docker server connections.

THU Agent by CyberCraze

An interactive coding agent and MCP server that provides access to various AI models via the Tsinghua University lab proxy API. It enables users to inspect files and execute shell commands within their local directory using models like DeepSeek, GLM, and Qwen.

Scrapezy MCP Server

A Model Context Protocol server that enables AI models to extract structured data from websites through the extract\_structured\_data tool.

qBittorrent MCP Server

Enables interaction with qBittorrent through its Web API to search for torrents using search plugins and manage downloads. Supports torrent searching, downloading via URLs/magnet links, and torrent management operations like pause, resume, and delete.

JMeter MCP Server

Enables the execution and analysis of JMeter performance tests through MCP-compatible clients. It provides tools for running tests in non-GUI mode, identifying performance bottlenecks, and generating comprehensive insights and visualizations from result files.

Google Calendar MCP Server

Enables interaction with Google Calendar services through the Model Context Protocol using a Service Account. It allows MCP-compatible clients to manage calendar events and integrate calendar data via the Google Calendar API.

BRAINS OS - version MCP

一个使用 SST、React 和 AWS 构建的 Serverless MCP 实现。

Luma Events MCP Server

Enables users to search and discover upcoming tech events, conferences, and meetups from Luma (lu.ma) through natural language queries. Built on Cloudflare Workers for fast, global access to tech event data.

MCPizza

An MCP server that allows AI assistants to order Domino's Pizza through an unofficial API, with features for store location, menu browsing, and order management.

Gemini Imagen 3.0 MCP Server

Generates high-quality images using Google's Imagen 3.0 model via the Gemini API with support for up to four images per request. It provides automated file management and creates HTML previews for seamless image viewing within MCP-compatible hosts.

README

Here are a few ways to interpret "Example MCP Server implements by Go" and their corresponding Chinese translations, along with some context: **1. Most Literal Translation (Focus on the words):** * **Chinese:** 使用 Go 实现的 MCP 服务器示例 * **Pinyin:** Shǐyòng Go shíxiàn de MCP fúwùqì shìlì * **Explanation:** This is a direct translation. It emphasizes that the example server is *implemented* using Go. **2. More Natural Translation (Focus on the meaning):** * **Chinese:** 一个用 Go 语言编写的 MCP 服务器示例 * **Pinyin:** Yī gè yòng Go yǔyán biānxiě de MCP fúwùqì shìlì * **Explanation:** This is a more common and natural way to say it in Chinese. It emphasizes that the server is *written* in Go. **3. If you want to emphasize the *purpose* of the example:** * **Chinese:** Go 语言实现的 MCP 服务器示例，用于演示... (add what it demonstrates) * **Pinyin:** Go yǔyán shíxiàn de MCP fúwùqì shìlì, yòng yú yǎnshì... * **Explanation:** This translates to "A Go language implemented MCP server example, used to demonstrate..." You would then fill in what the example is meant to demonstrate (e.g., basic functionality, specific features, etc.). **4. If you're looking for code examples (which is likely):** * **Chinese:** Go 语言 MCP 服务器示例代码 * **Pinyin:** Go yǔyán MCP fúwùqì shìlì dàimǎ * **Explanation:** This translates to "Go language MCP server example code." This is what you'd use if you're specifically looking for code snippets. **Key Vocabulary:** * **MCP:** MCP (usually left as is, as it's an acronym) * **Server:** 服务器 (fúwùqì) * **Example:** 示例 (shìlì) * **Implements/Implemented:** 实现 (shíxiàn) * **Go (programming language):** Go 语言 (Go yǔyán) * **Written (in a language):** 编写 (biānxiě) * **Code:** 代码 (dàimǎ) * **Used for demonstrating:** 用于演示 (yòng yú yǎnshì) **Which translation is best depends on the context.** If you're just stating a fact, option 2 is probably the most natural. If you're looking for code, option 4 is best. If you want to explain the purpose of the example, use option 3 and fill in the details.

Local FAISS MCP Server

Provides local vector database functionality using FAISS for document ingestion, semantic search, and Retrieval-Augmented Generation (RAG) applications with persistent storage and customizable embedding models.

MCP Server for Apache Airflow

Provides integration with Apache Airflow's REST API, allowing AI assistants to programmatically interact with Airflow workflows, monitor DAG runs, and manage tasks.

Blender MCP for Antigravity

Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ tools for scene management, object manipulation, and asset downloads from PolyHaven, Sketchfab, Hyper3D, and Hunyuan3D.

Meraki Magic MCP

A Python-based MCP server that enables querying Cisco's Meraki Dashboard API to discover, monitor, and manage Meraki environments.

Base MCP Server

Enables AI applications to interact with the Base Network and Coinbase API for blockchain operations including wallet management, token transfers, smart contract deployment, NFT operations, and onchain lending through Morpho vaults.

DFlow MCP Server

Provides access to Kalshi prediction market data with 23 tools for querying events, markets, trades, forecasts, candlesticks, and live data from the CFTC-regulated exchange for trading on real-world events.

Berry MCP Server

A universal framework for creating and deploying custom Model Context Protocol (MCP) tool servers with decorator-based tool registration, supporting multiple transports and automatic JSON schema generation for AI assistants.

Documentation MCP Server

Scrapes and indexes documentation websites to provide AI assistants with searchable access to documentation content, API references, and code examples through configurable URL crawling.

MotaWord MCP Server

This MCP gives you full control over your translation projects from start to finish. You can log in anytime to see what stage your project is in — whether it’s being translated, reviewed, or completed. You don’t have to guess or follow up via email.

Riddles By Api Ninjas MCP Server

Enables access to the API Ninjas Riddles API to retrieve random riddles. Users can request between 1-20 riddles at a time through a simple interface.

Weather MCP Server

Enables LLMs to retrieve 24-hour weather forecasts and city information through natural language queries using city names or coordinates.

arXiv MCP Server

Enables searching and retrieving arXiv papers by topic, fetching abstracts by paper ID, and saving markdown content to files. Includes examples of integrating MCP tools with Google Gemini for AI-powered paper research.

MCP Todo List Manager

Enables natural language todo list management through Claude Desktop with YAML-based persistence. Supports creating, completing, deleting, and listing todo items with automatic timestamp tracking and secure file permissions.

K8s MCP Server

K8s-mcp-server 是一个模型上下文协议 (MCP) 服务器，它使像 Claude 这样的 AI 助手能够安全地执行 Kubernetes 命令。它在语言模型和必要的 Kubernetes CLI 工具（包括 kubectl、helm、istioctl 和 argocd）之间提供了一座桥梁，允许 AI 系统协助集群管理、故障排除和部署。

qmcp

An MCP server that enables AI assistants to interact with q/kdb+ databases for development and debugging workflows. It supports executing queries, persistent connection management, and includes a Qython translator for converting Python-like syntax to q.

Sloot MCP Server

A TypeScript MCP server implementation using Express.js that provides basic tools like echo, time retrieval, and calculator functionality. Features session management, RESTful API endpoints, and Server-Sent Events for streamable communication.

XMCP

A comprehensive MCP server for X/Twitter featuring over 70 tools for research, engagement, and publishing with granular permission-based access control. It includes specialized Playwright-powered tools for fetching X articles and supports extensive account management and thread operations.