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Look up a vehicle

lookup_vehicle
Read-onlyIdempotent

Decodes a VIN, or walks the vehicle catalog for exact year, make, model and subModel values.

A VIN gives the most exact result. Without one, year lists makes, year+make lists models (model names include the trim, for example CR-V EXL), and year+make+model lists subModels.

Input Schema

NameRequiredDescriptionDefault
vinNo
makeNo
yearNo
modelNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.4/5.0
Behavior4/5

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

The annotations already declare this a read-only, idempotent, non-destructive, closed-world operation, so the safety profile needs no restating. The description adds genuinely useful behavior beyond that: the fallback mode is a progressive narrowing walk, and each step returns a different kind of value (model names carry the trim, for example CR-V EXL). It still does not say how an invalid VIN fails or what a successful VIN decode contains.

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 short sentences plus a compact enumeration, with the strongest recommendation (use a VIN) front-loaded. Every clause conveys a distinct rule, and nothing is repeated from the annotations or schema.

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

Completeness4/5

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

With four optional parameters, no required fields, and no output schema, the definition covers enough for an agent to pick the right calling mode. The remaining hole is the empty-argument case and invalid-input behavior, which an agent might plausibly run into given that all parameters default to null.

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

Parameters4/5

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

Schema description coverage is 0%, so the description carries the full burden, and it does explain the meaning of vin, year, make, and model and how they combine incrementally. It leaves a few gaps, such as VIN format expectations or case handling for make and model, and it never mentions that subModel is a returned value rather than an input, which could momentarily confuse an agent reading the schema.

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?

The description states a specific verb and resource: it decodes a VIN or walks the vehicle catalog by year/make/model. That is concrete enough to distinguish it from the sibling tools, which are all quote- or eligibility-oriented, and an agent can tell at a glance that this tool resolves vehicles rather than pricing them.

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

Usage Guidelines4/5

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

The description explicitly recommends the VIN path as the most exact, then gives a clear rule for the fallback path (year lists makes, year+make lists models, year+make+model lists subModels). That is strong when-to-use guidance, but it doesn't say what happens when both a VIN and catalog fields are supplied, and it gives no explicit exclusion or error case.

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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