Use Sleep Quality Scorer with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Analyze your sleep patterns and receive a diagnostic score based on duration, continuity, and subjective recovery.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 4 capabilities
The complete Sleep Quality Scorer capability set.
These are the exact actions your AI can choose when you ask it to work with Sleep Quality Scorer.
01-04
4 capabilities in this set.
Part of 4 available through Sleep Quality Scorer.
- 01
Diagnose morning subjectivity
Diagnose morning subjectivity
- 02
Assess sleep duration
Assess sleep duration quality
- 03
Evaluate sleep continuity
Evaluate sleep continuity
- 04
Calculate overall quality
Calculate overall sleep quality score
Observed, not estimated
661ms average. Fast in production.
Sleep Quality Scorer is checked daily against the live service.
- Fastest day
- 484ms
- Slowest day
- 831ms
- 14-day trend
- Slowing+21%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Sleep Quality Scorer, so you can see the experience inside your AI.
It does not authenticate your account with Sleep Quality Scorer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Sleep Quality Scorer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_DVifWdnkhespad5ngs0VyGRn6XsyUisWuRC1qrYF/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Sleep Quality Scorer capabilities are ready to use.
{
"mcpServers": {
"sleep-quality-scorer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_DVifWdnkhespad5ngs0VyGRn6XsyUisWuRC1qrYF/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
FAQ
Questions Sleep Quality Scorer owners ask.
- 01
How is the sleep quality score calculated?
The score is a composite value derived from your total hours slept, the number of times you woke up during the night, and how rested you feel upon waking.
- 02
Can I analyze specific aspects like sleep duration?
Yes, you can use assess_sleep_duration to see if your sleep was optimal, deprived, or excessive.
- 03
What happens if I report many awakenings?
Using evaluate_sleep_continuity will show a higher disruption level and a lower continuity score as the number of interruptions increases.
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