Lightweight Memory Tools

Agents can now work with capsule memory more efficiently with four new tools:

• memory_count — returns the number of stored memories and the capsule limit, so agents know how much room is left without listing everything.
• memory_keys — lists only key names with no values attached. Perfect for orientation at the start of a session.
• memory_exists — a fast boolean check for a single key, without pulling its value or tags.
• memory_list_by_tags — filters keys by multiple tags at once (AND logic). Find memories that match all the categories you care about in a single call.

These tools reduce token usage and round trips for the most common "what do I have?" queries agents run when starting a new conversation.

Capsule Info

Also new: capsule_info gives agents a quick snapshot of the current capsule — name, memory count vs limit, tag count vs limit, and last activity. One call to orient before doing any work.