f1-telemetry-mcp
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TDQS
Scored across 7 tools
Each tool has a clearly distinct analytical purpose, even when operating on similar underlying data. Lap timing tools are separated into listing, comparison, and fastest-sector extraction, while telemetry tools are separated into raw sample retrieval and braking-zone detection.
All tool names follow a consistent snake_case verb_noun pattern (get_*, compare_*, find_*). The verbs are predictable and accurately describe the action.
Seven tools is a well-scoped set for F1 telemetry analysis. Each tool covers a distinct analysis need without obvious redundancy or bloat.
The surface covers session overview, lap timing, comparison, tyre wear, braking analysis, and raw telemetry. Minor gaps remain, such as weather, track position, stint/compound data, or pit-stop analysis, but core telemetry workflows are well covered.