Discover Awesome MCP Servers

PostgreSQL API SSH MCP Server

A universal MCP server that enables AI agents to securely manage PostgreSQL databases, make API requests, and execute SSH commands with features for database analysis, schema editing, and data operations.

Cairo Coder

The most powerful open-source Cairo code generator.

wzrdbrain MCP Server

A physics-aware inline skating combo generator that models moves as state transitions to ensure sequences are executable and flow naturally. It allows users to generate custom skating routines and browse a catalog of wizard-style tricks.

Google Sheets MCP Server

Exposes Google Sheets as queryable database tables with operations to list sheets, get schemas, and fetch rows with pagination. Designed to run as a Google Cloud Function with service account authentication.

MCP Collections

MCP 服务器合集

Gmail API MCP Server

This MCP server provides a natural language interface to the Gmail API, allowing users to interact with Gmail functionality (like emails, threads, labels, etc.) through the Model Context Protocol.

Canvas MCP Server

Enables AI assistants like Claude to interact with Canvas LMS through the Canvas API, providing tools for managing courses, announcements, rubrics, assignments, and student data.

MCP Server Boilerplate

A starter template for building custom MCP servers that can integrate with Claude Desktop, Cursor, and other AI assistants. Provides example tools, TypeScript support, and automated publishing workflows to help developers quickly create their own MCP integrations.

MCP System Monitor Server

Enables real-time monitoring of system resources including CPU, GPU (NVIDIA, Apple Silicon, AMD/Intel), memory, disk, network, and processes across Windows, macOS, and Linux platforms through natural language queries.

o3-search MCP

An MCP server that enables web search capabilities using OpenAI's o3 model, allowing AI assistants to perform text-based web searches and return AI-powered results.

Mobile MCP

一个提供移动自动化功能的模型上下文协议（MCP）服务器。

resumejson-mcp

An MCP server for managing career experience data using the JSON Resume schema with custom extensions. It enables AI agents to store, update, and retrieve detailed work history, projects, and achievements to facilitate tailored resume generation.

Surfline MCP Server

Enables access to comprehensive surf forecasts from Surfline including current conditions, swell analysis, forecaster insights, tides, and timing information for Santa Cruz surf spots. Provides detailed 8-hour forecasts with expert observations through secure Google OAuth authentication.

ProductMaster MCP Server

Enables natural language search and management of product information through a flexible API wrapper. Supports fuzzy search with multiple filtering criteria, detailed product retrieval, and statistical analysis of products by type, currency, and risk level.

Couchbase MCP Server by CData

Couchbase MCP Server by CData

@magicuidesign/mcp

Magic UI 的官方 MCP 服务器。

Synology MCP Server

Enables AI assistants to manage Synology NAS devices with file operations (create, delete, move, search) and Download Station control through secure authentication and session management.

Supabase MCP Server

Enables AI assistants to interact with Supabase databases through standardized CRUD operations including querying, inserting, updating, and deleting records with support for filtering, pagination, and column selection.

Crypto Indicators MCP Server

Provides real-time cryptocurrency market data and technical indicators (EMA, MACD, RSI, ATR, Bollinger Bands) from Aster DEX with multi-timeframe analysis support for trading pairs like BTC, ETH, and SOL.

kwrds.ai MCP Server

Model Context Protocol server that enables AI assistants to perform keyword research, SEO analysis, and content planning through natural language queries against kwrds.ai's SEO tools.

mcp-pymilvus-code-generator

A pimilvus code generating helper with SSE-based MCP support

GA4 MCP Server

Enables Claude to retrieve and analyze Google Analytics 4 data through 20+ analysis tools, providing insights on traffic, user behavior, conversions, and engagement metrics in Japanese-formatted output.

aica - AI Code Analyzer

aica (AI 代码分析器) 使用 AI 审查您的代码。支持 CLI 和 GitHub Actions。

Vercel MCP Template

A template for deploying MCP servers on Vercel with example tools for rolling dice and fetching weather data. Provides a starting point for building custom MCP servers with TypeScript.

example-mcp-server

Please provide the example code you'd like me to translate. I need the English code to translate it into Chinese. For example, you could give me something like: ```python # Example Anthropic Claude API call import anthropic client = anthropic.Anthropic(api_key="YOUR_API_KEY") response = client.completions.create( model="claude-v1.3", max_tokens_to_sample=200, prompt="Hello, Claude, how are you today?", ) print(response.completion) ``` Once you provide the code, I will translate it into Chinese and provide it to you. I will also try to explain the code in Chinese if you'd like.

kmux

A terminal emulator MCP server specifically engineered for LLMs with block-oriented design that organizes command input/output into recognizable blocks and semantic session management. Enables AI to efficiently use terminals for writing code, installing software, and executing commands without context overflow.

Prompt Registry MCP

A lightweight, file-based server for managing and serving personal prompt templates with variable substitution support via the Model Context Protocol. It allows users to store, update, and organize prompts in a local directory through integrated MCP tools and CLI assistants.

ShowDoc MCP Server

Automatically fetches API documentation from ShowDoc and generates Android code including Entity classes, Repository patterns, and Retrofit interfaces.