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Top exotic car rental companies (monthly ranking)

top_companies
Read-onlyIdempotent

Get CarRentalList's monthly ranking of the best independent exotic car rental companies in the US: the top 10 with composite scores and highlights, the category champions (largest fleet, highest rated, best in Miami/LA/Vegas, best for Lamborghini or Rolls-Royce) and market stats. Use this when someone asks who the best, top-rated or biggest exotic rental companies are, or about a past month's ranking. Each edition is frozen at the start of its month; month (YYYY-MM) picks a past edition, an unknown month returns an error listing the stored ones. as_of is the edition's date.

Input Schema

NameRequiredDescriptionDefault
monthNoedition month YYYY-MM (default: the current edition)
categoryNoone category champion: largest_fleet, highest_rated, most_reviewed, best_lamborghini, best_rolls_royce, best_miami, best_los_angeles, best_las_vegas

Output Schema

NameRequiredDescriptionDefault
urlYesthe edition page on carrentallist.com
noteNo
as_ofYesdate (YYYY-MM-DD) of the catalog's last content change
labelYes
monthYes
methodYes
editionsYesevery stored edition month, newest first
companiesYes
provenanceYes
generated_atYes
market_statsYes
omitted_unlistedYesranked entries and champions left out because the company is no longer listed (hidden, closed or without cars); ranks keep their stored numbers, so the gap shows
category_championsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive, closed-world), so the description earns credit for going further: editions are frozen at the start of their month, and an unknown month returns an error listing the stored editions. This error/immutability behavior is exactly the kind of context annotations cannot express.

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?

Three dense sentences, front-loaded with what the tool returns before usage and parameter notes. Minor waste in re-listing the category champions ('largest fleet, highest rated, best in Miami/LA/Vegas...') which the schema enum already enumerates, but the rest of the text is information-dense.

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 spelled out, and the description covers the remaining unknowns: edition immutability, default month, and error behavior on bad input. Only small ambiguity remains around as_of, which is referenced but not identified as a response field.

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 the baseline is 3, but the description adds real meaning beyond the schema: month selects a past frozen edition (default is the current one) and an unrecognized month produces an error enumerating valid editions. It also clarifies that as_of is the edition's date, which the schema does not define at all.

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?

States a specific verb and resource ('monthly ranking of the best independent exotic car rental companies in the US') and enumerates the concrete payload: top 10 with composite scores, category champions, and market stats. This clearly separates it from siblings like get_company or search_companies, which return individual records rather than an editorial ranking.

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?

Explicitly names the triggering intent: 'Use this when someone asks who the best, top-rated or biggest exotic rental companies are, or about a past month's ranking.' That is a clear when-to-use condition, but it does not name an alternative or exclusion (e.g. use search_companies for arbitrary filtering), so routing against siblings is only partly addressed.

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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