DOS AI

Each tool targets a distinct resource and action: analytics, balance, leads, messages, projects, prompts, bookings, and operator messaging are cleanly separated. Even similar pairs like get_lead vs list_leads or get_messages vs list_conversations are clearly differentiated by single-record vs list semantics.

All tools follow the same dosai_verb_noun convention. List operations use plural nouns, while get/update/upsert use singular nouns, creating a predictable and readable pattern throughout.

With 15 tools, the server is at the upper edge of the ideal range but each tool maps to a meaningful operation for the DOS AI platform: analytics, balances, projects, prompts, conversations, leads, bookings, and operator messaging. No tool feels redundant or unnecessary.

The tool surface covers the main admin workflows: reading analytics and balances, inspecting conversations and leads, updating prompts and leads, managing bookings, and sending operator messages. Minor gaps exist—no project creation/deletion, no lead creation, and no deletion of bookings or conversations—but agents can accomplish core tasks without dead ends.