Knowledge Graph Mcp

Knowledge Graph MCP is an MCP (Model Context Protocol) server designed for tracking and enhancing student learning through a customizable knowledge graph. It enables AI assistants and LLMs to add, update, and relate concepts; schedule spaced repetition reviews; track multi-dimensional mastery (recall, application, explanation); and identify misconceptions and learning gaps. Built with FastMCP in Python and backed by SQLite storage, it exposes granular tools for knowledge base management, learning path recommendation, and mastery analytics. The primary users are educational AI applications, tutors, students, and researchers looking to personalize and optimize learning with AI-driven insights.