This system offers a flexible way to manage and connect diverse sources, including papers, books, webpages, and more, with knowledge graphs. It supports universal source identification via UUIDs, multiple source types with diverse identifiers, structured note-taking, and status tracking. Entity integration allows linking sources to knowledge graph entities with flexible relation types. It also seamlessly integrates with the MCP Memory Server for persistent knowledge graph storage.