• HEALTH
  • USAGE
  • INVENTORY
  • ACTION

How to audit tag fleet performance with your AI

Connect Kitetags once. From there, your agent handles the heavy lifting of monitoring sensor health and data flow.

Ask AI about this page

Short answer

How can I audit my tag fleet performance using AI?

Your agent pulls real-time activity data and verifies API connectivity for every sensor in your deployment. You get a clear view of which devices are active and which need attention. This breakdown shows you how to move from raw data to actionable insights.

Deployment outcomes.

Where your data lands.

The AI organizes your sensor information into these specific categories.

HEALTH

Connectivity status

The agent checks if your sensors are online. You get a direct report on which devices are active or offline.

USAGE

Activity analytics

Your agent pulls usage patterns from the fleet. You see how often tags are reporting data.

INVENTORY

Tag lists

The AI pulls a full list of your deployed tags. This helps you keep track of your total sensor count.

ACTION

Human intervention

The AI flags broken connections or dead tags. You decide which physical sensors need manual inspection or replacement.

The workflow

What your AI does when the data arrives.

The agent acts as your eyes on the ground, pulling data from the Kitetags API.

  1. Identify the fleet

    The agent starts by pulling a complete list of all sensors in your deployment.

    list_tags

  2. Check connection status

    It verifies that the API is communicating with your hardware to ensure no sensors are silent.

    check_kitetags_status

  3. Analyze activity

    The agent looks at the actual data patterns to find irregularities in sensor reporting.

    get_tag_analytics

  4. Report findings

    The agent summarizes the health of the fleet and highlights specific tags that need your attention.

    get_tag_analyticscheck_kitetags_status

Try it

Copy these to start.

Use these prompts to begin your audit.

Starting points

Swap the bracketed text for your specific tag IDs or deployment names.

Kitetags Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_BCmyWMVxJo9a4szzumI4Nc1EOlSuxGpcJt5uS5Rj/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 — Kitetags capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "kitetags-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_BCmyWMVxJo9a4szzumI4Nc1EOlSuxGpcJt5uS5Rj/mcp"
    }
  }
}
Copy into chat04

  • List all my tags in the North Warehouse deployment.

  • Check the connectivity status for tag ID 5509.

  • Get the activity analytics for my entire sensor fleet.

  • Which tags in my deployment have low activity levels?

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

Start here

Connect Kitetags once, then ask.

One link connects your agent to the Kitetags API. Your credentials stay encrypted, and you can start auditing immediately.

Connect Kitetags to your AI

FAQ

How this task behaves.

  • 01

    Can the AI fix a broken sensor?

    No. The AI can only report that a sensor is offline or has poor connectivity. You must physically inspect or repair the hardware.

  • 02

    Can the AI change my tag settings?

    No. The tools only allow the AI to read analytics, list tags, and check status. It cannot modify sensor configurations.

  • 03

    Does the AI delete any tag data?

    No. The AI only pulls data from the Kitetags API. It has no capability to delete or overwrite your sensor records.

  • 04

    How does the AI know which tags are offline?

    It uses the status check tool to see if the API can confirm a heartbeat from each specific tag.

  • 05

    Can I audit specific groups of tags?

    Yes. Once the agent lists your tags, you can ask it to focus on specific IDs or subsets of your deployment.

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

Connect Kitetags to Claude, Cursor, ChatGPT & more