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List representative providers

list_providers
Read-only

List transfer or vehicle-rental providers by two-letter country code.

Input Schema

NameRequiredDescriptionDefault
countryNo
serviceNo
agent_sourceNoCompatibility attribution field. Public discovery and previews do not store it in analytics.
agent_session_idNoCompatibility session field. Public discovery and previews do not store it or a session hash in analytics.

Output Schema

NameRequiredDescriptionDefault
providersYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • changedInput schema / properties / agent_session_id / description
      Previous value: -"Privacy-safe per-conversation identifier. It is hashed before analytics storage."New value: +"Compatibility session field. Public discovery and previews do not store it or a session hash in analytics."
    • changedInput schema / properties / agent_source / description
      Previous value: -"Calling agent or integration, for example chatgpt, claude, gemini, or partner-name."New value: +"Compatibility attribution field. Public discovery and previews do not store it in analytics."
  2. First observed

TDQS

C2.9/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, openWorldHint=false and destructiveHint=false, so safety is covered. The description adds essentially nothing behavioral: it does not explain what 'representative' means (the title implies a sample/subset, the description omits it), whether results are paginated or capped, or what happens when country is omitted.

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 front-loaded sentence with no filler or repetition. It is efficient, though for a four-parameter tool with an ambiguous enum it is arguably terse enough to leave gaps rather than to waste space.

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?

An output schema exists, so return values need not be described. However, the description leaves unresolved what 'representative' providers are, how the service enum maps to the described categories, and whether the tool is safe to call with no parameters (none are required). Adequate but with clear holes for a discovery tool.

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 two agent_* compatibility fields are self-documented, while country and service are not. The description does clarify that country is a two-letter code and roughly sketches the service domain, but its 'transfer or vehicle-rental' phrasing omits the private_driver enum value, leaving the enum mapping partly to inference. A 3 is the appropriate baseline here.

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?

The description states a specific verb ('List') and resource ('providers'), plus the qualifying scope ('transfer or vehicle-rental') and the key filter ('two-letter country code'). It is clear on its own, but it never differentiates itself from siblings like list_rental_vehicles or list_markets, so an agent must guess at the boundary between them.

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

Usage Guidelines2/5

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

There is no when-to-use guidance, no when-not-to-use, and no mention of alternatives among the eight sibling tools. The reader must infer from the name alone when this list is the right call versus list_rental_vehicles or list_destinations.

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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