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carmax_vehicle_recommendations

Read-only

Fetch CarMax's own comparable-vehicle recommendation items for stock_number and its required store_id; an empty list is a normal result. Use carmax_vehicle for the source listing or carmax_search to find alternatives.

Input 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

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

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint, so safety is covered. The description adds real value beyond that by disclosing that an empty list is a normal (non-error) result, which prevents an agent from treating a valid response as a failure. It stops short of describing pagination or result richness, so not a full 5.

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

Conciseness5/5

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

Two sentences, zero waste, with the core action and the empty-list caveat front-loaded ahead of the sibling routing. Every clause earns its place.

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

Completeness5/5

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

An output schema exists, so return values needn't be explained, and the one non-obvious behavior (empty list is normal) is stated. Required params, alternatives, and the read-only nature are all covered; nothing needed to call it correctly is missing.

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 detail, including that store_id is required by CarMax's own API. The description only restates that store_id is required and that the result is comparable vehicles, adding little beyond the schema; baseline 3 applies.

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

Purpose5/5

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

States a specific verb (Fetch) and resource (CarMax's own comparable-vehicle recommendation items), scoped to two named inputs. It explicitly distinguishes itself from carmax_vehicle and carmax_search, so an agent can select it without opening any schema.

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

Usage Guidelines5/5

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

Names both alternatives and the condition that selects each: carmax_vehicle for the source listing, carmax_search to find alternatives. This is explicit when-to-use routing rather than implied context.

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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