Each tool is namespaced — you control which slice of your memory the AI can read or write to.
memory_save— Persist a fact, decision, snippet, or summary. Optional tags + metadata.memory_recall— Hybrid keyword + semantic search. Returns the top-k most relevant memories.memory_list— Browse by namespace + recency. For UIs and reconciliation tasks.memory_get— Fetch one memory by id (returns full content; recall returns previews).memory_delete— Remove a memory. Idempotent — returnsok:falseif it didn't exist.memory_get_thread— Reassemble a chunked conversation by itsparent_ref.