• NETWORK
  • MESSAGING
  • DIAGNOSTICS
  • HUMAN

How to debug IoT device communication with your AI

Connect your agent to Hologram.io to pull device status and message history. It turns raw connectivity data into clear answers about why your hardware isn't responding.

Ask AI about this page

Short answer

How can I use AI to troubleshoot my IoT devices?

Your AI pulls your device list and recent SMS logs to pinpoint connectivity gaps or failed commands. You'll get a breakdown of exactly where the communication chain broke.

Where issues land.

Troubleshooting outcomes.

The AI categorizes your connectivity data into these four areas.

NETWORK

Connectivity status

The AI checks device lists to see which hardware is online or offline. You get a clear view of your active fleet.

MESSAGING

SMS delivery logs

The AI reviews message history to find failed or undelivered commands. This identifies if the issue is the network or the device.

DIAGNOSTICS

Failure patterns

The AI looks for recurring errors in your SMS logs. You'll see if specific devices are failing more than others.

HUMAN

Manual intervention

The AI flags specific devices that need physical resets or hardware swaps. You decide when to send a technician.

The workflow

What your AI does when the data arrives.

The AI handles the heavy lifting of scanning logs and device states so you don't have to.

  1. Inventory check

    The AI scans your entire fleet to establish a baseline of which devices are currently reachable.

    list_iot_devices

  2. Log analysis

    It pulls the recent SMS history to see the exact content and status of sent commands.

    list_sms_messages

  3. Correlation

    The AI compares device uptime against message timestamps to find timing mismatches.

    list_iot_deviceslist_sms_messages

  4. Summary

    The agent presents a list of specific devices that are failing to receive or acknowledge commands.

    list_sms_messages

Try it

Copy these to start.

Use these prompts to begin troubleshooting immediately.

Starting points

Replace the device names or message IDs with your actual Hologram.io identifiers.

Hologram.io Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_3tvd4PLGzrocHfQ4fjJSGdTNixdraz5h7sUdHvSt/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 — Hologram.io capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "hologramio-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_3tvd4PLGzrocHfQ4fjJSGdTNixdraz5h7sUdHvSt/mcp"
    }
  }
}
Copy into chat04

  • List all my IoT devices and tell me which ones are currently offline.

  • Check the last 10 SMS messages to see if my command to device 'sensor-01' was delivered.

  • Compare the device list with recent SMS logs to find any devices that haven't received a command in 24 hours.

  • Why did the command sent to 'gateway-alpha' fail according to the SMS history?

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

Start here

Connect Hologram.io once, then ask.

Log in to your Hologram account through the secure link. Once connected, your AI client can immediately start querying your device and message data.

Connect Hologram.io to your AI

FAQ

How this task behaves.

  • 01

    Can the AI send new commands to my devices?

    No. The AI can only read device lists and SMS history to help you troubleshoot.

  • 02

    Can the AI change my device settings?

    No. This MCP is read-only for debugging purposes. All configuration changes must be done manually.

  • 03

    Does the AI see all my SMS messages?

    The AI only sees the messages it retrieves through the list_sms_messages tool when you ask it to.

  • 04

    Can the AI fix a broken connection?

    No. The AI identifies the problem, but you must perform the actual fix on the hardware or in your dashboard.

  • 05

    How often does the device list update?

    The AI sees the most recent data available in your Hologram account at the moment you run a command.

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

Connect Hologram.io to Claude, Cursor, ChatGPT & more