Skip to main content
Glama

US Vehicle Recalls & VIN Check MCP

batch_vins

PRO. Check up to 25 VINs (dealer stock, fleet, auction lots) for open recalls by model year.

Input Schema

NameRequiredDescriptionDefault
vinsYes
access_tokenNoSubscriber token from /success (or Authorization: Bearer)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full behavioral burden. It discloses the 25-VIN cap and that results concern open recalls by model year, but says nothing about the return shape, cost/rate limits implied by the 'PRO' tier, or how invalid VINs are handled.

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 compact sentence (plus tier tag) that front-loads the batch limit and purpose. No wasted sentences, though the leading 'PRO.' tag is opaque without further context.

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?

For a two-parameter lookup tool with no output schema, the description covers the core intent and the batch cap. It leaves out what a result record contains and the relationship to the vehicle_recalls/vehicle_report siblings, which an agent would need to choose confidently.

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 50%: the access_token parameter is documented in the schema, but the required 'vins' array has no schema description. The description partially compensates by specifying the array holds up to 25 VINs, though it doesn't clarify item format or ordering of results.

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 and resource ('Check up to 25 VINs ... for open recalls') plus the batching constraint and typical use cases (dealer stock, fleet, auction lots). The batch scope implicitly distinguishes it from the singular vehicle_recalls sibling, though it does not name that sibling explicitly.

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?

The 'up to 25 VINs' framing and the listed scenarios (dealer stock, fleet, auction lots) imply when to use the batch form, but there is no explicit statement about when to prefer vehicle_recalls or vehicle_report, nor any prerequisites or exclusions.

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

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.