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get_top_models

Top-selling car models (and variants) in Denmark for a given month, from bildata.io's top-50 statistics (passenger cars, monthly, 12-month rolling window). Default: latest month, top 10. as_of is the data cutoff — if it is before month-end, the month is PARTIAL, not complete. A RANKING, bounded by the 12-month window. A model outside that month's top 50 is absent here — look that one up by name with get_model_stats. A month OLDER than the window cannot be answered by any tool on this server: get_model_stats reports fixed periods relative to today (this month, this year, last year, all-time), never an arbitrary past month.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoRows per list, default 10, max 50
monthNoYYYY-MM; default latest available

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.8/5.0
Behavior5/5

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

With no annotations, the description carries full burden and meets it: it discloses partial-month cutoff semantics, 12-month rolling-window bounds, ranking nature, and absence behavior. It also notes rolloff behavior for older months across all tools, which is valuable operational context.

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?

The description is dense and front-loaded with its core purpose in the first sentence, and every sentence contributes. It is a bit longer than necessary and repeats the 12-month-window idea, so it narrowly misses a 5.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a two-parameter list tool with no annotations and no output schema, the description covers source, scope, ranking, window bounds, partial-month behavior, default behavior, and cross-tool routing. Nothing critical is missing for correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3; the description adds meaning by explaining that the month is a data cutoff with partial-month consequences and by confirming default limit/top-10 behavior. It slightly confuses by using the term 'as_of' for the 'month' parameter, which is the only notable gap.

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 uses a specific verb and resource: 'Top-selling car models (and variants) in Denmark for a given month' from bildata.io's monthly top-50 passenger-car statistics. It also names the sibling it is not, saying a model outside the top 50 must be handled by get_model_stats, so an agent can disambiguate immediately.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It explicitly states default usage ('Default: latest month, top 10'), gives an alternative for out-of-top-50 lookups ('look that one up by name with get_model_stats'), and rules out arbitrary past months ('A month OLDER than the window cannot be answered by any tool on this server'). This is explicit when-to-use and when-not-to-use 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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