• PATTERNS
  • ANOMALIES
  • REPORTS
  • HUMAN

How to analyze sensor telemetry trends with your AI

Connect myDevices to your AI client once. After that, your agent handles the heavy lifting of digging through historical logs to find the patterns you need.

Ask AI about this page

Short answer

How can I use AI to find trends in my sensor data?

Your AI uses the myDevices MCP to pull historical telemetry and compare it against specific timeframes or environmental thresholds. This lets you spot gradual shifts or anomalies without manual data exports. You'll see the specific outcomes below.

The outcomes

What your AI finds

The AI turns raw sensor logs into clear insights.

PATTERNS

Identify environmental shifts

The AI looks at historical data to see if temperatures or humidity levels are drifting over weeks or months. You get a clear picture of how your environment is changing.

ANOMALIES

Spot irregular spikes

Your agent compares current readings against past history to flag sudden jumps or drops. It highlights exactly when a sensor behaved outside its normal range.

REPORTS

Summarize sensor health

The AI aggregates data from multiple sensors to give you a high-level overview of your setup. It identifies which devices are stable and which are showing signs of drift.

HUMAN

Decide on physical fixes

The AI identifies the problem, but you decide if you need to replace a sensor or adjust your hardware. It provides the context you need to take real-world action.

The workflow

What your AI does when the data arrives.

The AI moves from identifying your hardware to pulling the specific numbers needed for analysis.

  1. Locate your hardware

    The AI first identifies all active devices in your myDevices account to ensure it's looking at the right sources.

    list_sensors

  2. Pull historical logs

    Once the sensors are identified, the AI fetches the specific telemetry values for the time period you requested.

    get_sensor_history

  3. Calculate trends

    The AI processes the raw numbers to find averages, peaks, and gradual changes over the selected window.

    get_sensor_history

  4. Deliver insights

    The agent presents the findings in plain language, highlighting the most important changes or warnings.

    get_sensor_history

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

These are just ideas. Swap out the sensor names or timeframes to match your actual setup.

myDevices Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_LpdpakkwJ3PyKRrJzhHQ8uLnY2J1PsNtH1q5cfV7/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 — myDevices capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "mydevices-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_LpdpakkwJ3PyKRrJzhHQ8uLnY2J1PsNtH1q5cfV7/mcp"
    }
  }
}
Copy into chat04

  • List all my sensors so I can see what's connected.

  • Get the last 30 days of history for the Temperature Sensor in the Warehouse.

  • Compare the humidity levels from this morning to the same time yesterday for the Greenhouse sensor.

  • Analyze the telemetry for the Moisture Sensor to see if there's a downward trend over the last week.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect myDevices once, then ask.

Just follow the one-click link to authorize the connection. Your credentials stay encrypted and secure, and you can immediately start chatting with your data in your preferred AI client.

Connect myDevices to your AI

FAQ

Common questions

  • 01

    Can the AI change my sensor settings?

    No. The AI can only read sensor lists and historical telemetry. It cannot change configurations or trigger alerts.

  • 02

    Can I use this with Claude or Cursor?

    Yes. Any MCP-compatible client like Claude, Cursor, or Windsurf works with this connector.

  • 03

    Does the AI delete any of my sensor data?

    No. The AI only has read access to your history. It cannot delete or modify any data in myDevices.

  • 04

    How far back can the AI look?

    The AI can pull any history that is available through the myDevices API for your specific sensors.

  • 05

    Can the AI send commands to my sensors?

    No. This specific task is limited to analyzing historical data and listing your sensors.

  • More questions about myDevices? The Connector page answers them. See everything the myDevices Connector can do

Connect myDevices to Claude, Cursor, ChatGPT & more