# Sleep Efficiency Calculator AI Agent Connect

> Sleep Efficiency Calculator MCP converts your manual sleep diary entries into hard health metrics. It calculates your efficiency and fragmentation index, provides a quality tier, and generates personalized hygiene plans to help you improve your rest.

## Overview
- **Category:** productivity
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_bNnIcdtLaOZCCFAikH1CxXXYg8hW2d90LeDOQZfh/ai-agent-connect
- **Tags:** sleep, health-metrics, wellness, physiology, optimization

## Description

You can stop guessing how well you actually slept. This MCP turns messy sleep logs into precise physiological data. Instead of just noting when you went to bed, you can feed your raw data into your AI client to get specific numbers like your sleep efficiency percentage and fragmentation index. It translates those numbers into a clear picture of your sleep health. You can ask your agent to interpret these metrics, categorize your sleep quality, or build a custom optimization plan based on your specific patterns. It's a way to move from simple notes to a structured understanding of your rest patterns without doing the math yourself.

## Tools

### get_quality_description
This tool provides a plain language explanation of your sleep quality category.

### calculate_sleep_metrics
This tool processes your diary data to find core physiological metrics like efficiency and fragmentation.

### get_optimization_plan
This tool generates specific, personalized recommendations to help you improve your sleep hygiene.

### summarize_sleep_report
This tool pulls all your calculated metrics into a single, readable summary of your sleep session.

## Prompt Examples

**Prompt:** 
```
I was in bed for 480 minutes, I slept for 420 minutes, and I woke up 2 times. What are my sleep metrics?
```

**Response:** 
```
Your sleep efficiency is 87.5%, your fragmentation index is low, and your sleep quality is categorized as Excellent.
```

**Prompt:** 
```
I spent 500 minutes in bed, slept for 350 minutes, and woke up 5 times. Can you summarize my sleep?
```

**Response:** 
```
Your sleep efficiency was 70%, which falls into the Fair category. With a fragmentation index reflecting 5 awakenings, your sleep was somewhat disrupted.
```

**Prompt:** 
```
My sleep efficiency is 60% and my fragmentation index is high. What should I do?
```

**Response:** 
```
To improve your sleep, try establishing a consistent bedtime and reducing mid-night awakenings by optimizing your sleep environment.
```

## Capabilities

### Metric Calculation
Your agent uses this to turn time spent in bed and actual sleep time into efficiency percentages.

### Quality Assessment
The AI uses this to assign a descriptive tier to your sleep based on your physiological data.

### Personalized Advice
Your agent triggers this to suggest specific hygiene changes based on your fragmentation and efficiency.

### Data Summarization
The AI uses this to bundle all your sleep stats into one cohesive report.

## Use Cases

### Daily Log Analysis
Input your nightly sleep times to immediately see your efficiency and fragmentation numbers.

### Sleep Improvement Planning
Use your low efficiency scores to generate a custom optimization plan for better rest.

### Trend Monitoring
Feed multiple days of data to your agent to track how your sleep quality tier changes.

### Health Reporting
Generate a readable summary of a sleep session to review your rest patterns.

## Benefits

- Converts raw time logs into standard physiological indices.
- Provides specific hygiene recommendations based on fragmentation data.
- Translates complex sleep math into natural language summaries.
- Categorizes sleep health into understandable tiers.

## How It Works

Connect the MCP to your client and start feeding it your sleep data.

1. Connect the MCP to your preferred client like Claude or Cursor via Vinkius.
2. Provide your sleep diary details, such as time in bed and actual sleep duration.
3. The agent uses the tools to calculate your efficiency and fragmentation.
4. Receive a full summary and a personalized plan to improve your sleep.

## Frequently Asked Questions

**What metrics does this MCP calculate?**
It calculates sleep efficiency percentages and fragmentation indices from your diary data.

**How do I use this with my AI?**
Once connected through Vinkius, you can simply tell your AI client your sleep times, and it will use the tools to process the data.

**Can it give me advice on how to sleep better?**
Yes, the get_optimization_plan tool generates personalized hygiene advice based on your specific sleep metrics.

**Do I need to do the math myself?**
No, the MCP handles all the physiological calculations for you.

**What kind of clients can I use this with?**
You can use this with any MCP-compatible client, including Claude, Cursor, and Windsurf.