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Crawlora MCP

autotrader_vehicle

Read-only

Autotrader vehicle listing detail: full vehicle spec, description, similar listings, and seller (dealer or private seller) detail.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesAutotrader listing id, the numeric path segment of a /cars-for-sale/vehicle/{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

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, so the safety profile is covered. The description adds useful content scope (includes similar listings and seller info), but says nothing about freshness, localized pricing, or listing-availability caveats, so it only modestly exceeds the annotation baseline.

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 tight sentence, front-loaded with the resource and then the payload composition. No filler, no repetition of the tool name.

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 values need not be explained, and readOnly/openWorld annotations cover the safety profile. For a single-required-param read detail tool the description is essentially sufficient, though a one-line 'use id from autotrader_search' would close the only real gap.

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 coverage is 100% and the single id parameter is fully documented in the schema, including the exact URL path form it maps to. The description adds no parameter 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 verb+resource ('vehicle listing detail') and enumerates what it returns (spec, description, similar listings, seller detail). It is reasonably distinguishable from autotrader_search and autotrader_dealer by connotation, but it never explicitly contrasts itself with those siblings.

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?

Usage is only implied: an agent infers this is the drill-down that follows a search hit because it requires an id. There is no explicit statement of when to pick this over autotrader_search (to find listings) or autotrader_dealer (for a seller), nor any prerequisite guidance.

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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