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Connect Sleep Quality Scorer to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Turn your sleep data into actionable health insights.

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Sleep Quality Scorer.

  1. 01

    Diagnose morning subjectivity

    This capability lets your agent analyze how you felt when you woke up to determine its impact on your sleep report.

  2. 02

    Assess sleep duration

    Your agent uses this to check if the total time you spent asleep meets your recovery needs.

  3. 03

    Evaluate sleep continuity

    This capability allows your agent to measure how often you woke up during the night to assess sleep fragmentation.

  4. 04

    Calculate overall quality

    This capability generates a final diagnostic score by combining all your sleep metrics into one number.

Real work

What teams actually run

01

Daily Sleep Audits

Ask your agent every morning to score your sleep based on the previous night's data.

02

Routine Testing

Compare sleep scores from different nights to see if a new habit improved your continuity.

03

Recovery Tracking

Use the duration assessment capability to see if you are getting enough sleep for your activity levels.

04

Sleep Fragmentation Analysis

Identify if frequent night awakenings are the primary reason for your low quality scores.

One connector, every AI

Sleep Quality Scorer works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Sleep Quality Scorer to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

712ms average. Fast in production.

Sleep Quality Scorer is checked daily against the live service.

Daily averagePeak 827ms
Oct 3Today
Fastest day
552ms
Slowest day
827ms
14-day trend
Improving-9%

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.

Connector linkhttps://edge.vinkius.com/vk_preview_DVifWdnkhespad5ngs0VyGRn6XsyUisWuRC1qrYF/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Sleep Quality Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "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

Guided setup for Claude? Set up Sleep Quality Scorer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Sleep Quality Scorer owners hand off.

This MCP is built for anyone tracking sleep metrics who wants an AI agent to do the heavy lifting of data analysis.

  • 01

    Health Enthusiasts

    People who want to hand off raw wearable data to an agent for quick summaries.

  • 02

    Data Analysts

    Users who need to turn fragmented sleep logs into structured diagnostic reports.

  • 03

    Wellness Coaches

    Professionals who use AI to interpret client sleep patterns and recovery scores.

FAQ

Questions Sleep Quality Scorer owners ask.

  • 01

    What AI clients can I use with this MCP?

    You can use this MCP with any compatible client, including Claude, Cursor, Windsurf, and VS Code.

  • 02

    How does the sleep quality score work?

    The score is calculated by your agent using capabilities that weigh your sleep duration, how often you woke up, and how you felt in the morning.

  • 03

    Do I need to host the MCP myself?

    No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect it.

  • 04

    Can the AI tell me if my sleep was interrupted?

    Yes, the agent uses the sleep continuity capability to evaluate how many times you woke up during the night.

  • 05

    Is this MCP compatible with my wearable data?

    You can provide the data from your wearable directly to your agent, which then uses this MCP to analyze it.

  • 06

    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.

  • 07

    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.

  • 08

    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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