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Crawlora MCP

carsdotcom_vehicle

Read-only

Cars.com vehicle listing detail: full vehicle spec, deal-fairness rating, categorized equipment features, key specs, AutoCheck-derived history report, price-change history, seller's notes, dealer or private-seller detail, and CPO/manufacturer-program detail when applicable.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
listing_idYesCars.com listing id (a UUID), the path segment of a /vehicledetail/{listing_id}/ 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 profile is covered. The description adds value by enumerating the returned content (history report, price-change history, CPO program detail), but says nothing about failure modes for invalid/expired listings or any rate/auth considerations.

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?

One front-loaded sentence led by the resource name, then a compact list of payload contents. Slightly list-heavy but every item is informative and there is no filler.

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?

An output schema exists, so return structure need not be explained; the description nonetheless previews the major content sections. For a single-param read tool the definition is complete enough, with the only real gap being no routing guidance toward the search 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% and the single parameter is fully documented in the schema (UUID derived from /vehicledetail/{listing_id}/ URL). The description adds no syntax or format detail beyond that, so the 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?

States a specific resource (Cars.com vehicle listing detail) and enumerates what the payload contains, so the agent knows this is the detail-view counterpart to carsdotcom_search. It does not name the sibling or explicitly say 'use this after search', but the verb/resource pairing is unambiguous.

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?

No when-to-use or when-not-to-use guidance. It never states that a listing_id must first be obtained from carsdotcom_search, nor distinguishes itself from the sibling search tool. The context is only implied by the name.

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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