MCP For Claude Marketplace
Gym Session Efficiency Scorer

Gym Session Efficiency Scorer MCP Connector for Claude

A+

Analyzes workout data to score efficiency, density, and wasted time.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server provides analytical tools to evaluate how effectively you utilize your gym time. By analyzing workout duration, total volume, and rest periods, you can use analyze_session_efficiency to get a comprehensive efficiency score. You can also use identify_wasted_time to find idle periods, calculate_work_density to measure intensity, and get_optimization_suggestions to receive actionable advice tailored to your specific fitness goals like strength, hypertrophy, or endurance.

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

analyze_session_efficiency

Provides a comprehensive overview of how effectively a user utilized their gym time

calculate_work_density

Determines the specific intensity of the workload relative to the clock

get_optimization_suggestions

Offers actionable advice to improve the score of future sessions

identify_wasted_time

Pinpoints specific areas where the user is losing efficiency

See how to talk to your AI agent using Gym Session Efficiency Scorer.

I lifted 5000kg over 45 minutes with 10 minutes of total rest. My goal is hypertrophy. How efficient was my session?

Your session efficiency score is 82. Your volume per minute was 111.11kg, which is a high density for hypertrophy.

I spent 60 minutes in the gym, lifted 3000kg, and rested for 20 minutes. My target rest per set is 2 minutes. Did I waste time?

You had 5 minutes of wasted time due to rest periods exceeding your target interval.

Calculate the work density for a 30 minute workout with 2000kg total volume.

Your work density is 66.67kg per minute, which falls into the Moderate category.

The score is a normalized value that compares your total volume and rest patterns against the specific requirements of your chosen fitness goal, such as strength or hypertrophy.

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