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Body Fat Calculator

body_fat_calculator

A body fat calculator that works from a tape measure, using the US Navy method. A HelpySelf tool (helpyself.com).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
hipNo
sexYes
neckYes
waistYes
heightYes
systemNometric
weightNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.6/5.0
Behavior2/5

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

With no annotations, the description must carry the behavioral burden, but it only adds the US Navy method and tape-measure basis. It does not disclose output format, the conditional need for hip measurement in females, or unit handling.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The first sentence is concise and informative, but the second sentence ('A HelpySelf tool (helpyself.com)') is branding noise that does not help an agent select or invoke the tool.

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?

For a seven-parameter tool with no annotations and no output schema, the description is too thin. It omits the female hip requirement, unit system default, and what value the tool returns.

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 0%, so the description should compensate, but it does not explain any of the seven parameters. The tape-measure mention loosely implies neck/waist/hip inputs, but no parameter-specific meaning is provided.

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 clearly identifies the tool as a body fat calculator using the US Navy tape-measure method, which distinguishes it from sibling calculators like bmi_calculator. However, it uses the noun 'calculator' rather than a strong action verb like 'calculates.'

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?

No guidance is given about when to choose this tool over alternatives such as bmi_calculator or calorie_calculator. The only implied usage is from the tool name itself.

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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