15. memU (Python)
github.com/NevaMind-AI/memU

Every agent forgets everything when you close the session.
memU doesn't. It builds a local knowledge graph of your habits, projects, and preferences and acts on them without being asked.

> 92% accuracy on Locomo benchmark
> Up to 90% lower token costs
> Proactive actions without explicit commands

100% Open Source.