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Find cheapest

find_cheapest
Read-only

Find cheapest models by combined listed input plus output token price.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNolimit
cursorNocursor
providerNoprovider
workloadNoworkload

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, so the tool is read-only. The description adds that price is combined input+output token cost, but does not disclose other traits like sorting order or grouping. With annotations covering safety, a score of 3 is appropriate.

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 sentence that is concise and straight to the point, but could be slightly more structured with bullet points or examples for brevity and clarity.

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

Completeness2/5

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

Despite having an output schema, the description is too brief for a tool with 4 parameters. It does not explain what 'cheapest' means in case of ties, how limit works, or how to use cursor for pagination. More detail is needed.

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

Parameters2/5

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

Schema description coverage is 100% but each parameter description is just the parameter name (e.g., 'limit', 'cursor'), providing no meaningful information. The tool description does not mention or explain parameters, so it adds no value beyond the schema.

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 clearly states the tool finds cheapest models by combined input+output token price, which is a specific verb+resource. It distinguishes from siblings like find_best_value and calculate_cost by focusing on price-based ordering.

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 when to use (when seeking cheapest models by price), but lacks explicit guidance on when not to use or comparisons to alternatives. No exclusions or context for sibling tools.

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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