Show HN: MCP Memory – Fast Agent Memory Using Google's OKF and SQLite FTS5

Using SQLite FTS5 for fast agent memory is such a pragmatic architectural choice. Great Show HN project.

Cool idea. Why is this beneficial over just using markdown files and allowing agents to grep for whatever they need? I've tried various MCP things in the past and I've found they tend to slow down the agent and waste tokens more than they end up helping, but a better memory system is 100% needed for agents.

Looks very interesting. Can you explain for noobs why using Google's OKF format and not plain MD files?

Nice to see more OKF-based approaches. My entry in this field is https://rcarmo.github.io/projects/memento/, which I’ve been running for a few months now.

did you test if that actually outperforms local claude code memory by any metric?

Another week, another agent memory system that is about the same as grep in a memory/ directory.