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Fleetio MCP by usefulapi

Get vehicle

fleetio_get_vehicle
Read-only

One vehicle with full detail: status, type, group, meters, VIN, make/model/year, license plate, dates. GET /vehicles/{id}.

Input Schema

NameRequiredDescriptionDefault
vehicle_idYesVehicle id (numeric). A VIN or license plate also works here, but only if external vehicle ids are set up in Fleetio; otherwise find the id with fleetio_list_vehicles.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true and destructiveHint=false, so safety and mutability are covered. The description adds the endpoint and the shape of returned fields, but says nothing about auth requirements, rate limits, or error behavior when an id is not found.

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 compact sentences, front-loaded with the resource scope and followed by the endpoint; every clause conveys information (returned fields, API path) with 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?

With no output schema, the description usefully enumerates the fields returned (status, type, group, meters, VIN, make/model/year, plate, dates), which is the key compensation. It stops short of describing nesting or the response envelope, but is adequate for a single-record read.

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 baseline is 3; the vehicle_id parameter, including the VIN/license-plate fallback and numeric format, is fully documented in the schema. The description adds no additional parameter guidance beyond that.

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 ('One vehicle with full detail') and enumerates the fields returned, plus the concrete endpoint GET /vehicles/{id}. It is clearly distinguishable from list-style siblings in intent, though it never explicitly names fleetio_list_vehicles as the alternative in the description text itself.

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 description implies usage ('One vehicle with full detail') but gives no explicit when-to-use or when-not-to-use guidance; the useful routing hint ('otherwise find the id with fleetio_list_vehicles') lives in the schema, not the description. For a single-record fetch the intent is inferable, so this is minimum viable rather than absent.

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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