Use Sleep Data Aggregator with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Sync your wearables and diaries into one sleep profile.
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 Data Aggregator capability set.
These are the exact actions your AI can choose when you ask it to work with Sleep Data Aggregator.
01-04
4 capabilities in this set.
Part of 4 available through Sleep Data Aggregator.
- 01
Detect sleep discrepancies
This capability finds significant conflicts between what your wearable tracker recorded and what you reported in your sleep diary.
- 02
Aggregate source summary
This capability provides a breakdown of how much data is coming from each specific source like your watch or your manual logs.
- 03
Get confidence analysis
This capability calculates the statistical certainty of your current sleep data set.
- 04
Get unified metrics
This capability creates a single, coherent view of your sleep metrics by combining all available data sources.
One connector, every AI
Sleep Data Aggregator 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Sleep Data Aggregator 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
1044ms average. Fast in production.
Sleep Data Aggregator is checked daily against the live service.
- Fastest day
- 1044ms
- Slowest day
- 1044ms
- 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 Sleep Data Aggregator, so you can see the experience inside your AI.
It does not authenticate your account with Sleep Data Aggregator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Sleep Data Aggregator Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_mKK9Pcs9Gv7vMO8oqWjsO2qT5KREvg89Oi4zyqfJ/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 Data Aggregator capabilities are ready to use.
{
"mcpServers": {
"sleep-data-aggregator-mcp": {
"url": "https://edge.vinkius.com/vk_preview_mKK9Pcs9Gv7vMO8oqWjsO2qT5KREvg89Oi4zyqfJ/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 Sleep Data Aggregator
Who it's for
Built for the work Sleep Data Aggregator owners hand off.
This MCP is built for people managing complex health data across multiple platforms.
- 01
Health Researchers
They hand off raw biometric and subjective data to an agent for rapid pattern analysis.
- 02
Wellness Enthusiasts
They use the AI to reconcile wearable data with how they actually feel.
- 03
Data Analysts
They use the capability to verify the statistical reliability of sleep datasets.
FAQ
Questions Sleep Data Aggregator owners ask.
- 01
What kind of sleep data can this MCP handle?
It handles data from wearable trackers, manual sleep diaries, and subjective wellness ratings.
- 02
How does it handle conflicting data?
The capability can detect discrepancies between objective hardware measurements and your subjective reports.
- 03
Can I use this with Claude or Cursor?
Yes, this MCP works with any MCP-compatible client including Claude, Cursor, and Windsurf.
- 04
How do I know if my sleep data is accurate?
You can use the confidence analysis capability to see the statistical certainty of your current sleep metrics.
- 05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use immediately after connection.
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