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Scored across 4 tools
Each tool has a distinct purpose: load_dataset loads data, list_datasets lists loaded data, find_drivers performs global driver analysis, explain_segment drills into a specific segment. Descriptions clearly differentiate when to use each.
All tool names follow a consistent verb_noun pattern with snake_case (load_dataset, list_datasets, find_drivers, explain_segment), making them predictable and easy to understand.
With 4 tools, the server is well-scoped for its purpose of driver analysis. The number is within the ideal range for clarity without being overly minimal or bloated.
The core workflow is covered: load data, list available datasets, find global drivers, and drill into segments. A minor gap is the lack of a tool to remove datasets, but this can be worked around by not relying on persistent state beyond the session.