Discover Awesome MCP Servers

Cloudflare Playwright MCP

An MCP server that enables AI assistants to perform web automation tasks like navigation, typing, and clicking using Playwright on Cloudflare Workers. It allows models to interact with websites and capture screenshots directly through a set of integrated browser tools.

Marketing Connect MCP Services

A Model Context Protocol server for Marketing Connect AI integrations that provides tools, resources, and prompts for AI models to interact with marketing systems and data.

Simple MCP Server

A demonstration server implementing the Model Context Protocol (MCP) that provides three basic tools: echo, calculator, and current time functionality.

Malloy MCP Server

一个 MCP 服务器，用于通过 Malloy Publisher 与 Malloy 数据模型进行交互。

LudusMCP

An MCP server that enables management and deployment of Ludus lab environments through natural language commands. It provides comprehensive tools for range lifecycle management, configuration validation, and documentation research within virtualized training infrastructures.

Stelo Workaround MCP

Enables querying Dexcom Stelo glucose data by importing Clarity CSV exports into SQLite and providing MCP endpoints for glucose readings, statistics, and time-in-range analysis.

Generic MCP Server Template

一个框架，可以与人工智能一起使用，轻松地为任何服务创建服务器。只需将 API 文档放入其中，然后要求创建 MCP（最小可行产品）。 Alternatively, depending on the context, MCP could also stand for "Minimum Complete Product". In that case, the translation would be: 一个框架，可以与人工智能一起使用，轻松地为任何服务创建服务器。只需将 API 文档放入其中，然后要求创建最小完整产品。

N Lobby MCP Server

A Model Context Protocol server that provides secure access to N Lobby school portal data including announcements, schedules, and learning resources through browser-based authentication.

Meme MCP Server

A Model Context Protocol server that enables AI models and tools to generate meme images from user prompts using the ImgFlip API.

Browser MCP

浏览器 MCP 是一个模型上下文提供器 (MCP) 服务器，它允许 AI 应用程序控制您的浏览器。

ZeroPath MCP Server

允许开发者在诸如 Claude Desktop、Cursor 以及其他 MCP 兼容环境中使用自然语言查询安全发现（SAST 问题、密钥、补丁）。

MCP4Amazon

An MCP server that enables large language models to directly access and analyze Amazon product information, including product details, variants, and reviews.

ABAP-ADT-API MCP-Server

An MCP server that facilitates seamless interaction with SAP ABAP systems to manage development objects, transport requests, and source code. It provides a comprehensive suite of tools for performing syntax checks, object searches, and code modifications via the ADT API.

MCP Adobe Premiere Pro

An AI-powered automation bridge for Adobe Premiere Pro that enables controlling video edits with natural language and automating workflows through Claude or other AI agents.

Gmail MCP Server

A comprehensive MCP server providing 24 tools for full Gmail management, including email operations, label organization, and batch filtering. It features multi-account support and secure OAuth authentication for interacting with mailboxes via natural language.

DNS MCP Server

Enables comprehensive DNS operations including lookups for various record types, reverse DNS queries, batch processing, and DNS resolution tracing. Supports multiple DNS servers with configurable caching and robust error handling.

ChromaDB Local MCP Server

Provides AI assistants with persistent memory through local ChromaDB vector storage, featuring automated file ingestion and batch processing for over 70 file types. It enables advanced vector search, EXIF metadata extraction for photos, and duplicate file detection across local directories.

MCP Research Server

Provides tools for automated company research, competitor identification, and business model analysis to generate comprehensive business intelligence. It enables users to extract market keywords and synthesize competitive insights via AI-powered research capabilities.

AKShare One MCP Server

一个基于 akshare-one 的 MCP 服务器，提供中国股票市场数据的接口。

Claude Desktop Config Manager

一个轻量级的命令行工具，用于管理 Claude Desktop MCP (模型上下文协议) 配置。该工具可以轻松地开启或关闭 MCP 服务器，创建预设配置，以及管理备份。

Facebook Scraper3 MCP Server

Enables access to the Facebook Scraper3 API to extract data from Facebook profiles, pages, groups, and the marketplace. It provides comprehensive tools for searching posts, people, and events, as well as retrieving detailed metadata for comments, reactions, and media.

BLS (Bureau of Labor Statistics) MCP Server

Provides access to U.S. labor market data including employment statistics, Consumer Price Index inflation rates, and wage information. Users can query specific time series data or use shortcuts for common economic indicators like unemployment and industry-specific employment.

Obsidian MCP Server

A Model Context Protocol server that enables AI assistants like Claude to interact with your Obsidian vault through the Local REST API plugin, allowing reading, creating, searching, and managing notes.

Simple Commands MCP Server

Enables AI assistants to execute predefined developer commands and manage long-running processes through a JSON configuration file. Supports both one-shot commands and daemon processes with automatic process lifecycle management.

REMnux MCP Server

Enables AI assistants to execute malware analysis tools on a REMnux system via Docker, SSH, or local connections. It provides automated file-type analysis, structured tool discovery, and security guardrails for streamlined malware investigation.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK. Includes example tools for calculations and greetings, plus system information resources.

GoalGorithm MCP Server

Provides soccer match predictions and league statistics using xG data and Poisson distribution models. It enables users to forecast outcomes, analyze team performance, and view league tables across major European football leagues.

Pexpect MCP Server

Enables AI assistants to execute Python code with pexpect functionality for interactive debugging sessions with command-line tools like LLDB and GDB. Maintains a stateful Python session allowing programmatic control of interactive processes.

Sysinternals MCP Server

Exposes Sysinternals and NirSoft Windows diagnostic binaries as MCP tools with safe subprocess execution. Dynamically registers tools from a binaries directory with built-in security filters for destructive operations.

QMYZ-MCP

An MCP server for the Qingma Yizhan (青马易战) platform that provides automated quiz-answering capabilities. It enables users to retrieve course lists, fetch question details, and submit answers through a unified model context interface.