Subfeed

Each tool targets a clear, distinct operation: entity CRUD, addon management, discovery, interaction, and registration. While chat, invoke, and webhook all involve communication, their descriptions clearly differentiate entity chat from public invocation and webhook payloads.

All tools share the 'subfeed_' prefix and use snake_case, with most following a verb_noun pattern (create_entity, delete_entity, list_addons). A few use bare verbs (chat, invoke, register) or noun-only (webhook), but the pattern is still recognizable and predictable.

15 tools is at the upper edge of the ideal range, but it matches the server's broad scope covering entities, addons, models, discovery, and user registration. Each tool serves a distinct purpose and none feel redundant.

The surface covers full entity lifecycle (create, get, update, delete, publish), addon management (enable, disable, list), entity discovery, and user registration. Minor gaps like an explicit unpublish or webhook management can be worked around via update_entity or standalone webhook sending.