Discover Awesome MCP Servers

MCP Filesystem Server

一个安全的模型上下文协议服务器，它在预定义的目录中提供受控的文件系统访问，使 AI 模型能够执行文件和目录操作，并具有严格的路径验证。

Excel Tools MCP

An MCP server for reading, writing, and analyzing Excel files using Python, pandas, and openpyxl. It enables tasks such as managing multiple worksheets, performing structural data analysis, and creating new files from JSON data.

AgentBrowser

A semantic browser runtime for AI agents that replaces raw HTML with structured data and dynamic, page-specific tools. It features built-in site memory and automated bot detection bypass to enable efficient, self-healing web automation.

Memory MCP

Provides project memory management for Claude Desktop, storing memories as Markdown files with intelligent keyword-based retrieval and automatic creation/update decisions by LLM.

Yahoo Finance MCP Server

Enables querying Yahoo Finance data including stock prices, historical data, financial statements, dividends, news, analyst recommendations, and company information through the yfinance library.

SSH MCP Server

A toolset for executing commands and transferring files or directories on remote servers via SSH. It supports both direct connection parameters and pre-configured server profiles for seamless remote infrastructure management.

delega-mcp

Task management API for AI agents. Create, delegate, and track tasks with agent identity, delegation chains, lifecycle webhooks, and persistent context.

mcp-rust-agent

一个基于 Rust 的 MCP 服务器和客户端实现，演示了各种工具的集成，以提供 LLM 辅助功能。

Dixa MCP Server

一个用于 Dixa API 的 FastMCP 服务器实现，使 AI 助手能够搜索、检索和管理客户对话数据和标签。

Google Drive MCP Server

An MCP server that enables integration with Google Drive through a service account to list files and retrieve detailed file metadata. It allows users to browse and inspect Drive contents using natural language via the Model Context Protocol.

MCP I18n Extractor

MCP 服务器，用于协助 i18n 翻译

Mcp Npm_docs Server

一个 MCP 服务器，提供一个工具来获取 NPM 包的元数据和文档（包括 README 内容），并使用本地缓存来提高性能。

GraphAPI MCP

A Python-based MCP server that enables authenticated Microsoft Graph API calls through a RequestRocket proxy. It provides a single tool to interact with Microsoft services using standard HTTP methods and Graph API paths.

AgentExecMPC

A FastMCP server that enables AI agents to safely execute shell commands, run code in Python/Node.js/Go, and install packages, all packaged in Docker for secure deployment.

Playwright MCP

Enables browser automation and web page interaction using Playwright's accessibility tree for fast, deterministic actions without screenshots or vision models.

mad-invoice-mcp

Enables creation and management of invoices with JSON storage and LaTeX-based PDF rendering. Supports draft creation and professional PDF generation through customizable LaTeX templates.

Fitness MCP Server

An MCP server that provides an interface to Google's Fitness API, enabling interaction with fitness data through natural language using the Multi-Agent Conversation Protocol.

Getting Started with Remote MCP Servers using Azure Functions (Python)

MCP 服务器示例旅行伙伴应用，托管于 Azure 容器应用上的 Azure Functions 和 MCP 扩展。 (MCP fúwùqì shìlì lǚxíng huǒbàn yìngyòng, tuōguǎn yú Azure róngqì yìngyòng shàng de Azure Functions hé MCP kuòzhǎn.)

Python MCP Server

A demonstration MCP server built with fastmcp that provides basic utility tools including number addition and greeting functionality. Integrates with Gemini CLI to enable natural language interaction with simple mathematical and greeting operations.

download ffmpeg

原本打算做一个 MCP 服务器，现在却变成了一个愚蠢的 SoundCloud 抓取器。

MCP ShortURL

An MCP server that enables users to shorten long URLs into permanent, shareable links using the AceDataCloud API. It supports both single and batch URL shortening directly within MCP-compatible clients like Claude and VS Code.

For Five Coffee MCP Server

Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.

MCP Auth Template

A template for building MCP servers that supports both HTTP transport with Bearer token authentication and stdio-based connections for local clients like Codex and Claude. It provides a foundational structure for practicing secure authentication and tool integration within the Model Context Protocol.

Exely Hotel Booking MCP Assistant

Enables hotel booking operations through the Exely Distribution API via natural language interactions. Integrates with LLMs and Telegram bots for seamless hotel search, booking, and management functionality.

Cerebral Valley MCP Server

Enables discovery and submission of AI community events, hackathons, and meetups through search by location, type, and date range, plus newsletter subscription capabilities.

MCP Server Basic Example

A basic implementation of a Model Context Protocol server that demonstrates core functionality with simple math tools (add, subtract) and greeting resources for AI assistants like Claude.

mcp-openvision

MCP OpenVision 是一个模型上下文协议 (MCP) 服务器，它提供由 OpenRouter 视觉模型驱动的图像分析功能。它使 AI 助手能够通过 MCP 生态系统内的一个简单界面来分析图像。