Discover Awesome MCP Servers

YOURLS-MCP

A Model Control Protocol server that enables Claude Desktop to interact with your self-hosted YOURLS URL shortener, allowing Claude to automatically shorten URLs, expand short URLs, and retrieve click statistics.

Twenty CRM MCP Server

Enables interaction with Twenty CRM through a Model Context Protocol server. Provides comprehensive CRM operations including managing people, companies, opportunities, notes, tasks, and custom objects with support for filtering, pagination, and AI-powered automations.

Build a MCP Server

一个集成了训练好的随机森林模型与 Bee Framework 的服务器，为 AI 工具和代理启用 ReAct 交互性。

Maharashtra Transport MCP Server

An MCP Server that enables interaction with Maharashtra's Motor Vehicle Department API, allowing users to access transportation-related services through natural language requests.

Shark MCP - AI Agent Microloan Server

Enables AI agents to request and manage microloans for HTTP 402 Payment Required transactions. Provides automated underwriting, credit management, and USDC disbursement with progressive credit limits based on repayment history.

Context Optimizer MCP Server

Provides AI coding assistants with context optimization tools including targeted file analysis, intelligent terminal command execution with LLM-powered output extraction, and web research capabilities. Helps reduce token usage by extracting only relevant information instead of processing entire files and command outputs.

Unitree Go2 MCP Server

A server built on the Model Context Protocol that enables controlling the Unitree Go2 robot using natural language commands, which are translated into ROS2 instructions for the robot to perform corresponding actions.

MCP OpenAI Tools

Provides access to OpenAI's advanced models (including o3) with integrated web search, Python code interpreter, and combined analysis capabilities. Enables users to perform web searches, execute code in sandboxed environments, and combine search with analysis through natural language.

MCP PII Tools

Enables high-precision detection, anonymization, encryption and decryption of personally identifiable information (PII) in text using GPT-4o-based detection and advanced cryptographic methods. Supports both deterministic encryption for searchable data and format-preserving encryption for structured identifiers.

BitSight Community MCP Server

Enables access to BitSight security rating data through company search and rating retrieval functionality. Automatically manages BitSight subscriptions for one-time rating requests and provides structured security assessments for companies.

Aurora-MCP

Enables querying relationships between plant species, small molecules, and mitochondrial Complex I inhibitors by bridging natural-product, biodiversity, and PubMed datasets. Allows LLMs to perform structured searches and reasoning over biological data to identify potential plant-derived mitochondrial inhibitors.

BMAD Agent FastMCP Service

A professional AI agent system that provides 10+ specialized agents and 25+ MCP tools to support development workflows in Cursor IDE, with dual LLM mode support (built-in and DeepSeek API).

Honeycomb MCP Server

镜子 (jìng zi)

Obsidian MCP

一个模型上下文协议服务器，它使 AI 助手能够通过一个标准化的界面，在你的 Obsidian vault 中读取、写入和操作笔记。

MCP Worktree Voting Server

Enables parallel implementation of tasks using git worktrees, allowing you to create multiple variants of a solution, evaluate them side-by-side, and select the best one.

OrgFlow MCP

Enables comprehensive organizational data management including employee tracking, team coordination, project management, asset oversight, and performance monitoring. Provides a centralized system for managing all aspects of organizational operations through natural language interactions.

Cloud SQL Admin MCP Server

An MCP Server that enables interaction with Google Cloud SQL Admin API, allowing users to manage Cloud SQL database instances through natural language commands.

MCP Server: RepairWorld

Please provide the MCP server code you would like me to translate. I need the English code to translate it into Chinese. For example, you could provide something like: ```python # Example MCP Server Code (Python) import socket HOST = '127.0.0.1' # Standard loopback interface address (localhost) PORT = 65432 # Port to listen on (non-privileged ports are > 1023) with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s: s.bind((HOST, PORT)) s.listen() conn, addr = s.accept() with conn: print(f"Connected by {addr}") while True: data = conn.recv(1024) if not data: break conn.sendall(data) ``` Once you provide the code, I will translate it into Chinese and provide it to you. I can also provide explanations of the code in Chinese if you need them.

Microsoft SQL Server MCP Server by CData

Microsoft SQL Server MCP Server by CData

My Awesome MCP

A basic MCP server template built with FastMCP framework that provides example tools for echoing messages and retrieving server information. Serves as a starting point for building custom MCP servers with both stdio and HTTP transport support.

Amadeus Agent

A proof-of-concept MCP server that allows LLM agents to query live flight booking information via Amadeus, including cheapest tickets, destinations, and airline routes.

Azure Cosmos DB MCP Server

以下是将英文翻译成中文： 基于 Node.js 的服务器，连接到 Azure Cosmos DB NoSQL 数据库，允许用户通过 NextJS 前端应用程序中的 AI 助手查询产品和订单。 Here's a slightly more nuanced translation, offering a bit more context: 一个使用 Node.js 构建的服务器，它连接到 Azure Cosmos DB NoSQL 数据库，并允许用户通过 NextJS 前端应用中的 AI 助手来查询产品和订单信息。 **Explanation of differences and why the second option might be preferred:** * **"基于" (jī yú) vs. "使用" (shǐ yòng):** While both mean "based on" or "using," "使用" (shǐ yòng) is often preferred when referring to technology or tools. It emphasizes the *use* of Node.js rather than just its foundation. * **"信息" (xìn xī):** Adding "信息" (information) after "产品和订单" (products and orders) clarifies that the user is querying *information* about these items. It's a subtle addition that improves clarity. * **"构建" (gòu jiàn):** Using "构建" (build) instead of just implying it is more accurate. Ultimately, the best translation depends on the specific context and the desired level of detail. Both are accurate, but the second option is slightly more descriptive.

WordPress MCP Server

A server that enables integration between Claude Desktop and WordPress, allowing for AI-assisted blogging through a Message Control Protocol implementation.

MCP Perplexity Server

用于 Perplexity API 的模型上下文协议服务器实现

Astra MCP Server

Enables interaction with DataStax Astra DB through the Model Context Protocol. Provides database connectivity and operations for Astra DB instances via secure token-based authentication.

MongoDB MCP Server

一个模型上下文协议（MCP）服务器，使大型语言模型（LLM）能够直接与 MongoDB 数据库交互。通过自然语言无缝地查询集合、检查模式和管理数据。

MCP Hardware Access Library

A Python framework that enables secure hardware control through the Model Context Protocol, allowing AI agents and automation systems to interact with physical devices across multiple platforms.