A lightweight server that exposes Mac system information through simple APIs to help AI assistants obtain real-time hardware and system data, mainly used for AI and deep learning experiments by Mac users.

MCP-KG-Memory is an MCP server with a long-term memory layer based on a knowledge graph, aiming to solve the context forgetting problem of AI programming assistants. It persistently stores project goals, constraints, strategies, and user preferences through Neo4j, enabling semantic retrieval and active learning, and endowing the AI assistant with continuous memory and context awareness capabilities.

An MCP server that allows AI assistants to access and search local history session records of multiple AI coding assistants, facilitating the review, learning, and continuation of previous work.

An IMAP email server based on the MCP protocol, providing email checking, processing, and user preference learning capabilities for AI assistants.

ToolFront is an AI proxy database connection tool that securely connects coding assistants to team databases through the MCP protocol, enabling collaborative learning and sharing of query patterns.

MCP Sigmund is a financial data analysis and learning tool based on a PostgreSQL database. It provides intelligent formatted financial data query services for AI assistants through the Model Context Protocol and is only for educational purposes.