From Lab to Life · Essay

From Graph to Intelligence: The My Curator MCP and the Art of Querying Your Second Brain

Published
27 April 2026
Author
Dr. Tali Režun
Series
The Curator
Topics
Agent Memory · AI Agents · MCP · Open Source · Second Brain · The Curator

Before we go further, it is worth pausing to appreciate what makes the whole system work — because the elegance of the foundation explains why the MCP integration is possible at all. Your second brain is not a database. It is not a subscription service. It is not locked inside any proprietary system. It is a folder of plain markdown files sitting on your computer — nothing more. Markdown is the key. A markdown file is simply a text file written in a readable format that both humans and software understand well. No database engine, no migrations, no infrastructure to maintain. The files open in any text editor. They back up like any other file. They survive indefinitely — unlike binary formats tied to specific software versions, a markdown file written today will be perfectly readable in thirty years.