• SOURCE
  • VOLUME
  • GAP
  • HUMAN

How to audit wearable device sources with your AI

Connect this MCP to your AI client to turn messy health export files into a clear breakdown of device contributions.

Ask AI about this page

Short answer

How can I see which devices sent my health data?

Your AI uses the parser to scan your XML export and group every record by its source. You'll get a specific count of entries for each wearable device found in the file.

The results you get.

Data source breakdown.

The AI processes the raw XML to give you these specific views.

SOURCE

Device origin list

The AI identifies every unique device ID in the export. You get a clean list of which wearables are present.

VOLUME

Record counts per device

The AI aggregates the total number of entries for each source. This shows you which device is the primary data provider.

GAP

Missing data detection

The AI flags periods where certain devices stopped reporting. You can see where your data stream has holes.

HUMAN

Manual verification

You decide which device counts to trust if the data looks skewed. The AI provides the numbers, but you make the call.

The workflow

What your AI does when the export arrives.

The AI handles the heavy lifting of reading through the XML structure.

  1. Read the export

    The AI opens your health XML file and maps out the data structure.

    parse_health_export

  2. Identify sources

    The AI looks for device identifiers within the individual health records.

    parse_health_export

  3. Aggregate counts

    The AI tallies up how many times each specific device appears in the file.

    parse_health_export

  4. Summarize findings

    The AI presents a clear summary of the device distribution to your chat interface.

    parse_health_export

Try it

Copy these to start.

Use these prompts once you've connected the MCP.

Starting points

Swap the bracketed text for your actual file name or specific device type.

Health XML Export Parser Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_izt8YYlP2e8qd3u4pL8fA9ekld5jdITBzS2X1sY3/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 — Health XML Export Parser capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "health-xml-export-parser-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_izt8YYlP2e8qd3u4pL8fA9ekld5jdITBzS2X1sY3/mcp"
    }
  }
}
Copy into chat04

  • Parse this health export and tell me how many records came from my Apple Watch.

  • Look through the XML file and list every unique device source found in the data.

  • Summarize the data distribution by device source for this export.

  • Check this health export to see if my Fitbit data is missing any recent entries.

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

Start here

Connect Health XML Export Parser once, then ask.

One click connects the MCP to your AI client. Your credentials stay encrypted and the setup is handled on our end.

Connect Health XML Export Parser to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my original health export file?

    No. The AI only reads the file to extract information. It cannot modify or overwrite your original data.

  • 02

    Does the AI delete any of my device data?

    No. The AI has no capability to delete files or data from your devices.

  • 03

    What file formats does the AI support?

    The AI is specifically designed to parse XML health exports.

  • 04

    Can the AI fix errors in my health data?

    No. The AI can identify where data is missing or inconsistent, but it cannot edit the records to fix them.

  • 05

    How does the AI know which device is which?

    The AI reads the source identifiers embedded within the XML tags of the export file.

  • More questions about Health XML Export Parser? The Connector page answers them. See everything the Health XML Export Parser Connector can do

Connect Health XML Export Parser to Claude, Cursor, ChatGPT & more