Body Fat Percentage Estimator

Body Fat Percentage Estimator MCP Connector for Claude

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Estimate body fat, lean mass, and fat mass using the US Navy method.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides precise body composition analysis using the standardized US Navy circumference method. It allows AI agents to calculate body fat percentage, fat mass, and lean mass based on anthropometric measurements like height, neck, waist, and hip circumferences. Use estimate_body_composition for a full profile or get_composition_summary to translate percentages into weight-based metrics. It also includes validate_anthropometric_measurements to ensure input data falls within realistic biological ranges.

body-fatus-navy-methodbody-compositionfitness-trackinghealth-metrics

4 tools expose this connector's capabilities to your AI agent.

get_composition_summary

Provides a simplified, human-readable summary of the user's body composition

get_fitness_category_bounds

Provides the numerical ranges for the various fitness categories

estimate_body_composition

For females, hip circumference is required. Calculates the full body composition profile including fat percentage, fat mass, and lean mass using the US Navy method

validate_anthropometric_measurements

Checks if the provided measurements are within realistic human biological ranges

See how to talk to your AI agent using Body Fat Percentage Estimator.

Calculate my body composition. I am a male, 85kg, 180cm tall, with a 40cm neck and 90cm waist.

Your body fat percentage is 18.5%. Your fat mass is 15.7kg and your lean mass is 69.3kg. Your fitness category is 'Fitness'.

What is the body composition summary for a 20% body fat and 70kg weight?

With 20% body fat at 70kg, your fat mass is 14kg and your lean mass is 56kg.

I am a female, 60kg, 165cm tall, 32cm neck, 70cm waist, and 95cm hips. What is my body fat?

Your body fat percentage is 28%. Your fat mass is 16.8kg and your lean mass is 43.2kg. Your fitness category is 'Acceptable'.

The US Navy method is a widely recognized anthropometric formula that provides a reliable estimate of body fat percentage based on circumference measurements.

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