polymnemo

Each tool maps cleanly to one operation: remembering/searching/listing/updating/deleting memories, the media upload lifecycle, or session save/load. The conceptually close pairs like recall/list_memories and remember/save_session are clearly distinguished by purpose and result shape.

Most tools follow a verb_noun pattern such as create_upload, get_memory, list_memories, and save_session. A few single-word verbs like remember, recall, forget, ping, and update break the pattern, but the naming remains readable and not chaotic.

Twelve tools cover memory, media, and session workflows without redundancy, and each tool earns its place in the lifecycle. This is well within the ideal scope for a server of this purpose.

Memory CRUD is well covered with remember, get_memory, list_memories, recall, update, and forget, and media uploads have create, confirm, and download support. Session support is thinner—only save and load—so explicit session listing or deletion would need to be inferred through memory ids, which is a minor gap.