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racehooks

@racehooks/mcp

Official

get_telemetry_lap_comparison

Retrieve all drivers' telemetry for a specified lap and race to compare their performance side by side.

Instructions

Get all drivers' telemetry for a single lap — useful for side-by-side lap comparisons. Requires Developer or higher.

Input Schema

NameRequiredDescriptionDefault
raceIdYes
lapNumberYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full behavioral burden. It discloses the Developer-tier access requirement, which is genuinely useful, but says nothing about the payload's shape or size (per-driver channels, sample rates, whether all drivers means grid-wide volume) or rate limits on an obviously heavy data pull.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two compact clauses, front-loaded with the operation before the access note, with no filler. It is efficient, though the second clause is thinner on substance than its brevity suggests.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a data-heavy telemetry tool with zero schema coverage, no annotations, no output schema, and four similarly named siblings, the description leaves the agent guessing about response shape, which telemetry channels are returned, and why to pick this over the alternatives.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0%, so the description must compensate for raceId and lapNumber and does not: it never names either parameter, gives no format for raceId or valid range for lapNumber, and only indirectly hints at lap scoping. Two required params remain effectively undocumented.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource: fetch all drivers' telemetry for one lap. The agent understands the operation, but it never distinguishes this from the many sibling telemetry tools (get_telemetry_laps, get_telemetry_driver_laps, get_race_telemetry_laps), which is the real ambiguity an agent faces here.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

'Useful for side-by-side lap comparisons' implies a use case and 'Requires Developer or higher' gives a prerequisite, so there is some context. But there is no explicit when-not guidance and no sibling is named as an alternative, leaving the agent to guess among four near-identical telemetry endpoints.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.