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carmax_vehicle_recommendations

Read-only

CarMax similar-vehicle recommendations for a listing: stock number, description, display mileage/price, store location, and image for comparable vehicles.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
store_idYesCarMax store id used as the recommendation's location context. Required by CarMax's own API. See any search/vehicle/store response's store id field.
stock_numberYesCarMax stock number to find similar vehicles for, the numeric path segment of a /car/{stock_number} URL.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true and openWorldHint=true, so the safety and world-scope profile is covered. The description adds the shape of the returned data (mileage, price, store location, image) but discloses nothing about auth, rate limits, or whether results are exhaustive. Adequate, not rich.

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?

A single tight sentence that front-loads the purpose before listing return fields. The field list is slightly output-oriented and overlaps the output schema, but it is not padded.

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

Completeness3/5

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

With an output schema present, return values need not be explained, so the field list is largely redundant. The description omits any prerequisite or context for obtaining a valid stock_number/store_id pair, leaving a small gap for an otherwise simple read tool.

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

Parameters3/5

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

Schema description coverage is 100%, so both parameters are already documented in the schema, including that store_id is required by CarMax's API. The description only echoes 'stock number' and adds no syntax, format, or validation meaning beyond the schema; baseline 3 applies.

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?

The description states a specific verb and resource: 'similar-vehicle recommendations for a listing.' An agent can tell it is a recommendation tool rather than a search or detail lookup. However, it never names a sibling (e.g. carmax_vehicle) to distinguish the exact boundary.

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

Usage Guidelines2/5

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

There is no explicit when-to-use or when-not-to-use guidance, and no alternative tools are named. 'For a listing' weakly implies you must already have a listing, but the choice between this and carmax_vehicle/carmax_search is left entirely to inference.

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

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