Mem0 Cloud

Each tool maps to a distinct operation: add_memory creates, get_memories fetches by id or pages, delete_memories removes, and search_memories does semantic retrieval by meaning. The overlap between get_memories (explicit page/id fetch) and search_memories (relevance-ranked semantic match) is clearly explained in the descriptions, so an agent can reliably select the right one.

All four tools follow a clean verb_noun snake_case pattern (add_memory, delete_memories, get_memories, search_memories). The minor deviation is the noun itself: 'memory' singular in add_memory versus 'memories' plural in the other three, which is a small inconsistency rather than a real problem.

Four tools (create, read, search, delete) are well-scoped for a memory store's core surface, with each tool earning its place and no redundant or filler operations.

The set covers the full create/read/search/delete lifecycle, including single-item and bulk variants for get and delete. An update/edit operation (which mem0 exposes) is missing, but agents can work around this by deleting and re-adding, so it is only a minor gap.