ProfitPilot MCP Server
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TDQS
Scored across 4 tools
Each tool occupies a distinct phase in the session lifecycle: analyze starts, continue advances, status inspects, and reset clears. There is no overlap, and the sequential dependency between analyze and continue is clearly documented.
All tools share the consistent profitpilot_ prefix and lowercase snake_case style. Three use verbs (analyze, continue, reset), while status is a noun rather than get_status, which is a minor naming deviation.
Four tools is a well-scoped surface for a session-driven reasoning workflow. Each operation is essential for starting, continuing, inspecting, and resetting a session, with no redundant tools.
The core session lifecycle is covered: start, continue, inspect status, and reset. The main gap is the lack of an explicit final-report retrieval endpoint, though status may partially cover this and the client already holds the model responses.