An unofficial PubChem MCP Server that provides comprehensive access to over 110 million chemical compounds, including molecular properties, biological assay data, and cheminformatics tools.

An enterprise-level MCP server that provides intelligent analysis of GitHub repositories and AI development assistance, including 11 tools, supporting Docker deployment and real-time monitoring.

The MCP server for industrial Internet of Things and edge computing provides 11 tools through HTTP endpoints, enabling AI - driven industrial automation, predictive maintenance, and smart factory operations, and supporting multiple protocols such as MQTT and Modbus.

The Medical Calculator MCP Service includes 56 professional medical calculators, covering 11 medical specialty fields, and supports intelligent unit conversion and detailed medical explanations.

The SmartLead MCP Server is a cold email automation tool designed for AI assistants. It offers over 116 SmartLead API interfaces, supports multiple AI tools such as Claude and Cursor, and features an attractive installation interface and comprehensive email marketing functions.

SmartLead MCP Server is a cold email automation tool designed for AI assistants, providing over 116 API interfaces, supporting mainstream AI tools such as Claude and Cursor, including a beautiful interactive installer and full SmartLead API coverage.

The IT Tools MCP Server is a comprehensive IT toolset server that provides 112 commonly used tools for development and operation and maintenance, including encoding and decoding, text processing, hash calculation, network tools, etc. It supports Docker and Node.js deployment.

A JavaScript library for controlling Ableton Live through the MCP protocol, supporting operations such as creating MIDI tracks. Currently, it is mainly adapted to Ableton 11 and the macOS system.

The Godot MCP Skill System is a complete set of AI-assisted game development tools, including 11 professional skills, covering the entire development process from project creation to product release. Users can let AI automatically call the corresponding tools to complete complex tasks through natural language descriptions.

An unofficial PubChem MCP server that provides comprehensive access to over 110 million compounds, including molecular properties, biological assay data, and cheminformatics tools.

BetterMCPFileServer is a redesigned file system access protocol server that protects privacy through path aliases and provides an optimized LLM - friendly API. It simplifies the file operation interface from 11 functions to 6, while enhancing search capabilities and privacy protection.

The Xcode MCP Server is a comprehensive development automation tool that provides over 115 tools for project management, building, testing, simulator control, crash reporting, resource management, and localization. It supports AI - driven workflows and a configurable agent role system.

A simple echo server example built using Python 3.13.2 and MCP 1.6.0 in a Windows 11 environment

Create an MCP sample server project using Node.js 22.14.0 in a Windows 11 environment