Store a new memory — fact, preference, project detail, note, or any information worth remembering. Tags and importance are auto-detected from content if not provided.

Search memories using BM25 full-text search with importance and recency weighting. Supports optional tag filtering to narrow scope.

Auto-retrieve the most relevant memories for a given user query or task. Use this at the start of any session or when the user references past context. Returns formatted context ready to inject into your reasoning.

Update the content, tags, or importance of an existing memory by key.

Browse stored memories with optional tag filtering and sort order.

Permanently delete a specific memory by key.

Get a high-level overview of what the agent knows — total count, top tags, most important memories, and access statistics. Good for orientation at session start.