Discover Awesome MCP Servers

ABAQUS MCP Server for GUI Scripting

A server that enables programmatic interaction with an already running Abaqus/CAE GUI application, allowing users to execute Python scripts and retrieve message logs through the Model Context Protocol (MCP).

DDG MCP Server

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 support for both stdio and HTTP transports.

Model Context Protocol (MCP) Tips and Best Practices

以下是一些使用模型上下文协议 (MCP) 服务器的技巧和最佳实践： (Yīxiē shǐyòng móxíng shàngxiàwén xiéyì (MCP) fúwùqì de jìqiǎo hé zuìjiā shíjiàn:) Alternatively, a more concise translation: 使用模型上下文协议 (MCP) 服务器的技巧和最佳实践 (Shǐyòng móxíng shàngxiàwén xiéyì (MCP) fúwùqì de jìqiǎo hé zuìjiā shíjiàn)

Spring AI MCP Server Example

一个用于娱乐和实验的 Spring AI MCP 服务器示例项目。🚀 它使用带有虚拟 Person 数据的内存数据存储实现基本的 CRUD 操作。🤖

Youtube Mp310 MCP Server

Enables downloading MP3 audio files from YouTube videos by providing a YouTube URL through the Youtube Mp310 API.

Spotify MCP Server

Enables control of Spotify playback through OAuth authentication, including play/pause, track navigation, volume control, device management, and searching/playing songs by artist or track name.

Everything MCP Server

A test MCP server implementing all protocol features including tools, resources, prompts, and sampling to help developers build and test MCP clients.

Waybackurls MCP

A bridge that connects Waybackurls with the Model Context Protocol ecosystem, enabling AI assistants to fetch historical URLs from the Wayback Machine to discover forgotten endpoints and potentially vulnerable URLs.

GitHub Stars MCP Server

A high-performance server for analyzing GitHub user starred repositories, providing insights into development trends, technology adoption patterns, and timeline tracking.

MCP Server for WordPress

使用 WordPress REST API 实现 MCP 服务器

Electron Terminal MCP Server

A Model Context Protocol server that enables clients to interact with a system terminal running in an Electron application, allowing for executing commands, managing terminal sessions, and retrieving output programmatically.

MCP File Server

Provides secure, sandboxed filesystem operations including reading, writing, listing, searching, and managing files and directories within a configurable working directory with strict security controls.

EPH-MCP: Emergent Pattern Hunter

Enables AI systems to reason through emergent thinking by breaking queries into fragments that interact and form patterns, simulating how insights naturally arise in complex systems. Provides tools for emergent reasoning, pattern analysis, thought comparison, and reasoning session history.

Vapi MCP Server

镜子 (jìng zi)

Products API MCP Server

An MCP server that retrieves product data from the DummyJSON API, supporting filtering by various parameters like ID, title, category, brand, price and rating.

ScottOS MCP Calendar Server

Enables ChatGPT to interact with Google Calendar through a remote MCP server. Provides tools to list, create, update, and delete calendar events with OAuth authentication.

Vertex AI MCP Server

Implementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.

Heptabase MCP

A Model Context Protocol service that enables AI assistants to search, retrieve, analyze, and export data from Heptabase backups.

Hedera Testnet Mirror Node MCP Server

镜子 (jìng zi)

XTRF Home Portal API Server

Enables interaction with XTRF translation management system through their Home Portal API. Provides access to XTRF's project management, translation workflow, and client portal functionalities via natural language interface.

Remote MCP Server (Authless)

A template for deploying an unauthenticated Model Context Protocol server on Cloudflare Workers that can be accessed remotely by MCP clients like Claude Desktop or the Cloudflare AI Playground.

MCP-Soccerdata

一个开源的 MCP 服务器，它连接到 SoccerDataAPI，并通过自然语言交互提供最新的足球比赛信息。

GibsonAI

AI-Powered Cloud databases: Empower your LLMs to build, migrate, and deploy database instances with AI

MCP Server Fichador

A Model Context Protocol server that searches educational articles from todamateria.com.br and automatically creates structured reading cards with summaries, key points, and citations.

WinAutoWx

Enables automated WeChat operations on Windows through pywinauto, allowing users to send messages to multiple friends or groups programmatically. Provides tools for searching contacts, sending bulk messages, and controlling WeChat interface elements via MCP protocol.

SharkMCP

A Model Context Protocol server that provides network packet capture and analysis capabilities through Wireshark/tshark integration, enabling AI assistants to perform network security analysis and troubleshooting.

MCP (Model Context Protocol) Server

一个 Model Context Protocol (MCP) 服务器和客户端的 TypeScript 实现，它能够与语言模型（特别是运行在 Ollama 上的 Mistral）进行交互。

Playwright MCP

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