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Scored across 17 tools
Each tool has a clearly defined and distinct purpose with detailed descriptions that prevent overlap. For example, driver_telemetry focuses on summary lap statistics while lap_times provides lap-by-lap timing, and pit_stops vs tire_stints differentiate between timing and compound details.
All tool names use lowercase snake_case consistently and follow a descriptive pattern, either noun_phrase (e.g., fastest_laps, pit_stops) or verb_noun (e.g., list_drivers, load_session). No mixed conventions or vague verbs are present.
With 17 tools, the server covers the F1 analysis domain thoroughly but slightly exceeds the typical well-scoped range of 3-15. However, each tool serves a distinct purpose, so the count feels justified rather than excessive.
The tool set covers all major aspects of F1 session analysis: session loading, race and qualifying results, driver telemetry and laps, pit stops, tire stints, overtakes, track evolution, weather, head-to-head comparisons, and season calendars. No obvious gaps or dead ends exist for common queries.