Sleep Satisfaction Scorer

Sleep Satisfaction Scorer MCP Connector for Claude

A+

Quantifies subjective sleep quality by analyzing questionnaire responses and expectation gaps.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

This MCP server provides a specialized engine to quantify how well a user slept. By analyzing qualitative questionnaire ratings for quality, depth, and continuity, it calculates a holistic satisfaction score. It also identifies the primary drivers and inhibitors of sleep quality, quantifies the psychological impact of missing sleep goals via the expectation gap, and provides actionable improvement areas to help users close the gap between their actual sleep and their target duration. Use calculate_satisfaction_score to get the primary score, identify_influencing_factors to find what helped or hindered sleep, analyze_expectation_gap to understand the impact of missed goals, and suggest_improvement_areas for actionable advice.

sleephealth-techwellnessscoringanalytics

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

analyze_expectation_gap

Quantifies the psychological impact of missing sleep goals

calculate_satisfaction_score

Provides the primary holistic score for a single sleep session

identify_influencing_factors

Determines which specific aspects of sleep contributed most to the overall feeling

suggest_improvement_areas

Provides actionable categories for the user to improve their sleep quality

See how to talk to your AI agent using Sleep Satisfaction Scorer.

Calculate my sleep satisfaction score. I rated quality as 8, depth as 7, and continuity as 9. I expected 8 hours but slept 7 hours.

Your satisfaction score is 7.5. You had a 1-hour expectation gap, which slightly lowered your score despite high continuity.

What were the main factors affecting my sleep? My ratings were quality: 4, depth: 5, continuity: 8, and my satisfaction score was 5.

The primary inhibitors for your sleep were low quality and depth ratings, while high continuity was a positive driver.

I slept 6 hours but wanted 8. My quality was 7, depth 6, and continuity 7. How much did missing my goal impact me?

The 2-hour expectation gap resulted in a moderate psychological impact, reducing your perceived satisfaction significantly.

The score is a weighted synthesis of your qualitative ratings for sleep quality, depth, and continuity, combined with how closely your actual sleep duration matched your expected duration.

Related Connectors