Contextberg is a local-first memory layer for AI agents that runs entirely on your machine. It watches your activity and writes it into three tiers of memory: real-time activity, daily summaries, and long-term patterns. When paired with LM Studio the entire pipeline stays fully offline — nothing leaves your PC.