AI agents forget everything between sessions. Here's how we built an MCP memory server that actually survives production — with circuit breakers, hybrid search, and a novel boundary algorithm.

The Problem: AI Amnesia is Real

Every developer who has used Claude Desktop, Cursor, or any AI agent has experienced the same frustration:

You ask the AI to remember something important

Next session, it has absolutely no idea what you are talking about