Discover Awesome MCP Servers

Data Visualization MCP Server

一个 MCP 服务器，允许 AI 模型使用 Vega-Lite 语法创建数据可视化，并提供工具来保存数据表并从中生成可视化。 (Alternative, slightly more formal translation): 一个 MCP 服务器，旨在使 AI 模型能够利用 Vega-Lite 语法创建数据可视化。该服务器提供数据表存储功能，并支持从这些数据表中生成可视化。

cPanel MCP Server

Provides AI assistants with the ability to manage email accounts through cPanel's UAPI, enabling automated email account creation, deletion, configuration, and forwarding management.

Poof Background Removal MCP Server

Enables AI assistants to remove backgrounds from images using the Poof API via URLs, file paths, or base64 encoding. It also allows users to monitor their account information and remaining credit balance.

SAP Fiori Jetpack Compose UI SDK Documentation MCP Server

Provides programmatic access to SAP Fiori Jetpack Compose UI SDK documentation, including API references and feature guides. It enables users to list, search, and retrieve content from over 6,000 documentation files to support Android development.

Tencent RTC MCP Server

The Tencent RTC MCP Server provides real-time communication capabilities such as audio and video chat. By integrating this MCP Server into your application or project, you can easily implement secure, high-quality real-time voice and video communication.

Replicate Designer MCP

An MCP server that enables image generation using Replicate's Flux 1.1 Pro model. It provides a tool for creating visuals from text prompts with customizable settings for aspect ratio, output format, and quality.

Gmail MCP

A read-only MCP server that enables users to interact with the Gmail API to search messages, retrieve threads, and download attachments. It supports standard Gmail query operators and requires OAuth authentication for secure read-only access to mailbox data.

PapersWithCode Client

一个服务器，它允许人工智能助手通过 PapersWithCode API 搜索研究论文、阅读论文内容并访问相关的代码仓库。

Cisco RADKit MCP Server

Enables interaction with Cisco network devices through the RADKit SDK, allowing users to discover device inventory, fetch device attributes, and execute CLI commands via natural language.

Knowledge Graph MCP Server

A TypeScript MCP server for managing persistent knowledge graphs with entities, directional relations, and time-based observations. It enables users to create, search, and track structured information with built-in concurrency control and JSON file storage.

Servidor MCP Universal

A production-grade MCP server that centralizes AI integrations for Appwrite, Supabase, and MySQL databases. It also enables triggering n8n workflows via webhooks and performing generic REST API calls with built-in retry logic.

Fourth Playwright MCP Server

A hybrid Python and Node.js MCP server that integrates Playwright browser automation with specialized tools for navigating and extracting data from the Fourth platform. It enables automated login, module navigation, and structured reporting through a Claude.ai Custom Connector.

Europarcel MCP Server

Enables shipping and logistics operations through the Europarcel API, including order management, address lookup, pricing calculation, and package tracking. Supports both stdio integration with Claude Desktop and HTTP mode for web applications.

Google Webmaster MCP

Enables AI agents to manage Google Tag Manager, Google Search Console, and Google Analytics (GA4) through unified access to tags, search performance data, URL inspection, sitemaps, and analytics reporting.

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

AI PC Assistant MCP Server

Enables AI assistants to safely perform actions on your computer including file system management, command execution, clipboard access, application launching, and local search with license-based monetization built in.

Maya MCP

Maya MCP

Google Forms MCP Server

Enables creation and management of Google Forms with support for all 12 question types, response collection, CSV export, and form publishing through OAuth-authenticated API access.

MobSF MCP Server

A Node.js-based Model Context Protocol implementation that provides a standardized interface for integrating Mobile Security Framework's security analysis capabilities into automated workflows and third-party tools.

Simple Hono MCP Server

A lightweight MCP server built with Hono and Cloudflare Workers that provides a tool for prime factorization. It serves as a minimal implementation for deploying remote MCP servers to serverless edge environments.

my-mcp-server

A simple Node.js MCP server that exposes three tools: greet for personalized messages, calculate for basic math operations, and weather_info for mock weather data retrieval.

Data Analytics MCP Toolkit

An MCP server that provides data visualization and machine learning tools, featuring automated intent-based pipeline routing for data cleaning and model training. It enables LLMs to process CSV or JSON data to generate visual charts, perform regressions, or execute clustering analysis.

mcp-registry-crewai-demo-agent

一个演示，展示如何通过 CrewAI 包装器将 Keboola Registry API 与 MCP 服务器连接，从而使 AI 代理能够利用已注册的技能。

my-model-context

管理本地 MCP 服务器配置的命令行工具

MCP Demo

A FastMCP-based server providing tools for weather queries, random number generation, and real-time stock market data retrieval. It enables AI models to interact with external data and perform specific tasks through the Model Context Protocol.

DragonMCP

DragonMCP is a Model Context Protocol (MCP) server designed for AI Agents to interact with local life services in Greater China (Mainland China, HKSAR) and Asia. DragonMCP 是一个专为 AI Agent 设计的 Model Context Protocol (MCP) 服务器，旨在提供中国内地、中国香港及亚洲地区的本地生活服务接口。

Windows Crate Docs Search MCP

允许搜索 Rust Windows crate API 文档的 MCP 服务器

LinkedIn Intelligence MCP Server

Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, enabling profile research, content creation and scheduling, engagement automation, analytics tracking, and messaging through natural language.

Project Memory

An intelligent personal CRM that processes WhatsApp conversations to build a searchable knowledge base about contacts using diarization, transcription, and PII sanitization. It exposes MCP tools for semantic search, contact summaries, and reminder management within Claude Desktop.