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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use REM Sleep Estimator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Model biological sleep architecture and REM cycles.

Included with plan

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

Complete set · 4 capabilities

The complete REM Sleep Estimator capability set.

These are the exact actions your AI can choose when you ask it to work with REM Sleep Estimator.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through REM Sleep Estimator.

  1. 01

    Get dream windows

    This capability identifies the specific time intervals where intense dreaming is most likely to happen.

  2. 02

    Get rem schedule

    Use this to determine the predicted timing and duration of every REM period during a sleep session.

  3. 03

    Get rem summary

    This capability calculates aggregate REM metrics, including total percentage and sleep debt, for the entire night.

  4. 04

    Validate sleep parameters

    This capability checks if a proposed sleep configuration is biologically plausible for a given age.

One connector, every AI

REM Sleep Estimator 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 REM Sleep Estimator 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

1247ms average. Fast in production.

REM Sleep Estimator is checked daily against the live service.

Daily averagePeak 1247ms
Sep 19Today
Fastest day
1247ms
Slowest day
1247ms
14-day trend
Stable0%

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 REM Sleep Estimator, so you can see the experience inside your AI.

It does not authenticate your account with REM Sleep Estimator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

REM Sleep Estimator Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_fNUXD4mEbxbf6Ha1XUXJoyHDLLuViynyRWBFm4z4/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 — REM Sleep Estimator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "rem-sleep-estimator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_fNUXD4mEbxbf6Ha1XUXJoyHDLLuViynyRWBFm4z4/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? How to give Claude access to REM Sleep Estimator

See all the AI clients this connector works with ↑

Who it's for

Built for the work REM Sleep Estimator owners hand off.

This MCP is built for people analyzing sleep patterns or biological data through AI agents. It's useful for those who need specific sleep architecture models rather than general wellness advice.

  • 01

    Sleep Researchers

    They hand off biological parameters to the AI to simulate sleep cycles.

  • 02

    Health Data Analysts

    They use the capability to validate sleep configurations against age-based biological models.

  • 03

    Biohackers

    They use the REM windows and debt metrics to plan their rest schedules.

FAQ

Questions REM Sleep Estimator owners ask.

  • 01

    How does this MCP estimate REM sleep?

    It uses biological sleep architecture modeling to predict the timing, duration, and intensity of REM cycles based on age and sleep duration.

  • 02

    Which AI clients can use this MCP?

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

  • 03

    Can I check if my sleep schedule is realistic?

    Yes, the validate_sleep_parameters capability checks if a sleep configuration is biologically plausible for a given age.

  • 04

    Does this capability calculate sleep debt?

    Yes, the get_rem_summary capability calculates aggregate metrics including REM percentage and REM debt.

  • 05

    How do I find when I will dream most intensely?

    You can use the get_dream_windows capability to identify the time intervals most likely to feature intense dreaming.

  • 06

    How accurate are these REM estimates?

    Estimates are based on biological sleep architecture models and age-related REM scaling principles.

  • 07

    What is REM debt?

    REM debt is the deficit between the predicted ideal REM sleep for your age and the actual REM sleep achieved.

  • 08

    Can I use this to find my best dreaming times?

    Yes, you can use get_dream_windows to identify specific time intervals most likely to feature intense dreaming.

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