• TRIAGE
  • DIAGNOSIS
  • REPORTING
  • HUMAN

How to troubleshoot service failures with your AI

Connect Checkmk to your AI client to pull live monitoring data through a chat interface. You get specific service details and host status without switching tabs.

Ask AI about this page

Short answer

How do I troubleshoot service failures with my AI?

Your AI uses Checkmk tools to fetch live service lists and host details. You can ask for specific plugin outputs or service statuses to find the root cause of an issue. This breakdown shows how to move from a vague alert to a specific diagnosis.

Where your data lands.

Diagnostic outcomes.

The AI processes raw monitoring data into actionable insights.

TRIAGE

Identify failing services

The AI pulls a list of all services on a host to see what is down. You get a clear view of the current state immediately.

DIAGNOSIS

Inspect specific outputs

Your agent looks at detailed host information to find error messages. This replaces manual digging through the Checkmk UI.

REPORTING

Summarize host health

The AI condenses complex service data into a plain text summary. You can use this to explain the issue to others.

HUMAN

Manual intervention

The AI identifies the problem but cannot fix the underlying service. You still need to log in to apply the actual repair.

The workflow

What your AI does when a service fails.

The AI acts as a bridge between your monitoring data and your chat window.

  1. Scan the host

    The AI checks which services are currently running or failing on the target host.

    list_host_services

  2. Deep dive

    Once a service is flagged, the AI pulls the specific details for that host to find error logs.

    get_host_details

  3. Analyze status

    The agent compares the service state against the host's general health data.

    get_host_details

  4. Explain the error

    The AI translates the raw plugin output into a human-readable explanation of the failure.

    list_host_services

Try it

Copy these to start.

Use these prompts to begin your investigation.

Starting points

Swap out the hostnames and service names with your actual Checkmk targets.

Checkmk Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_6F0WjtTvnmQjhCTvpNPDQ9iCtYY6LRYpt7ewHo92/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 — Checkmk capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "checkmk-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_6F0WjtTvnmQjhCTvpNPDQ9iCtYY6LRYpt7ewHo92/mcp"
    }
  }
}
Copy into chat04

  • List all services for host production-db-01 to see what is failing.

  • Get the details for host web-server-alpha and check the service status.

  • What are the specific service outputs for the disk usage check on host storage-01?

  • Summarize the current service health for host gateway-primary.

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

Start here

Connect Checkmk once, then ask.

Enter your Checkmk credentials once. The connection is secure, and you can immediately start asking your AI about your infrastructure.

Connect Checkmk to your AI

FAQ

How this task behaves.

  • 01

    Can the AI fix the service if it is down?

    No. The AI can only read service status and host details. You must perform the actual repair yourself.

  • 02

    Can the AI change Checkmk configurations?

    No. The tools only allow the AI to pull data. It cannot modify settings or add new checks.

  • 03

    Does the AI see all my hosts?

    The AI can access any host that your Checkmk credentials have permission to view.

  • 04

    Can I use this with any AI client?

    Yes, as long as the client supports the Model Context Protocol (MCP).

  • 05

    How often does the AI get fresh data?

    The AI pulls real-time data from Checkmk every time you ask a question.

  • More questions about Checkmk? See everything the Checkmk Connector can do

Connect Checkmk to Claude, Cursor, ChatGPT & more