Ready APIs

VIN Decode

vin_decode

Read-onlyIdempotent

Decode a 17-character Vehicle Identification Number. Offline ISO 3779/3780 structural decode (syntax, check digit, country, model year) + NHTSA vPIC enrichment (make / model / trim / body / engine / plant). Use for insurance underwriting, used-car listing validation, fleet management.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "vin": "<vin>"
    },
    "name": "vin_decode"
  }
}

Input Schema

Name	Required	Description	Default
`vin`	Yes	17-character VIN (case-insensitive, no I/O/Q characters per ISO 3779).
`use_vpic`	No	When false, skip NHTSA vPIC enrichment and return offline-only fields.

Schema Changelog

Changes observed during successful MCP inspections.

First observedAug 14, 2026

TDQS

A4.2/5.0

Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint, and non-destructive behavior. The description adds value by revealing a two-tier behavior: offline ISO structural decode plus NHTSA vPIC enrichment, and by listing the families of fields returned from each tier. It does not cover failure semantics, but annotations lower the burden.

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 tight sentences: the first states the action and output scope, the second gives concrete use cases. No filler, no repetition of schema details, and the most important information is front-loaded.

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?

For a tool with two parameters and rich annotations, the description is nearly complete: it names the input format, the two decoding layers, the output field categories, and the intended business contexts. The absence of an output schema is partially mitigated by the listed fields, though exact error/response shape is not described.

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 the parameters are already fully documented. The description reuses the concept of 'NHTSA vPIC enrichment' but adds no parameter meaning beyond what the schema provides. Baseline of 3 is appropriate.

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 names a specific verb ('Decode'), a precise resource ('17-character Vehicle Identification Number'), and enumerates concrete outputs (syntax, check digit, country, model year, make/model/trim/body/engine/plant). It clearly distinguishes the tool from other validation/enrichment siblings, none of which target VINs.

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 gives explicit use cases: insurance underwriting, used-car listing validation, and fleet management. It does not name alternatives or negative conditions, but no sibling tool addresses VINs, so the usage context is sufficiently clear.

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

All Ready APIs tools Inspect

Try in Browser

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources

Need Help?