• STATUS
  • DETAILS
  • TRENDS
  • HUMAN

How to monitor automation build health with your AI

Connect TestMu AI to your agent to turn build logs and session data into a conversation. You stop digging through dashboards and start asking questions.

Ask AI about this page

Short answer

How can I check my build status with AI?

Your AI pulls real-time telemetry and build lists directly from TestMu AI. You get immediate answers on build failures, session details, and overall health without opening a browser. This breakdown shows you how to pull that data.

Build outcomes.

Where your build data lands.

The AI pulls specific telemetry to give you these four outcomes.

STATUS

Real-time build tracking

The AI uses build lists to tell you exactly which Selenium or Playwright runs passed or failed. You get a clear snapshot of your current pipeline state.

DETAILS

Deep dive into failures

When a build fails, the AI pulls specific session data to explain why. It identifies the exact point of failure in your Cypress or Playwright tests.

TRENDS

Identify flaky tests

By looking at multiple builds, your agent spots patterns in session telemetry. You'll see which tests are consistently unstable over time.

HUMAN

Manual triage required

The AI identifies the problem, but you still decide how to fix the code. It flags the error, then hands the context back to you for the actual repair.

The workflow

What your AI does when the data arrives.

The agent acts as a bridge between your test runner and your chat interface.

  1. Scan the pipeline

    The AI looks at your recent automation activity to find relevant runs.

    list_builds

  2. Inspect a specific run

    Once you identify a problematic build, the AI pulls the full metadata for that specific execution.

    get_build

  3. Analyze session telemetry

    The agent digs into the individual sessions within a build to find the exact error logs.

    get_build_sessions

  4. Summarize findings

    The AI translates raw telemetry into a plain English report of what went wrong.

    get_build_sessions

Try it

Copy these to start.

Use these prompts to begin interacting with your TestMu AI data.

Starting points

These are starting points. Swap out the specific build IDs or test names with your own data.

TestMu AI Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_OF39VBbDG3Hh15In0o7s95aFeox1GIJ02zw4AH1a/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 — TestMu AI capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "testmu-ai-formerly-lambdatest-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_OF39VBbDG3Hh15In0o7s95aFeox1GIJ02zw4AH1a/mcp"
    }
  }
}
Copy into chat04

  • List my most recent Selenium builds from TestMu AI.

  • Check the status of build ID 12345 and tell me why it failed.

  • Look at the sessions for my last Playwright run and find any timeouts.

  • Summarize the health of my Cypress builds from the last hour.

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

Start here

Connect TestMu AI once, then ask.

One connection links your agent to your test data. Your credentials stay encrypted and secure, and you can start asking questions immediately.

Connect TestMu AI to your AI

FAQ

How the monitoring works

  • 01

    Can the AI fix my broken tests?

    No. The AI can read the error logs and tell you exactly what failed, but you have to write the code to fix it.

  • 02

    Can I trigger a new build through the AI?

    No. This MCP is for monitoring and reading telemetry, not for executing or starting new test runs.

  • 03

    Does the AI see my private test code?

    No. It only sees the build metadata, status, and session telemetry provided by the TestMu AI tools.

  • 04

    How does it know which builds to look at?

    It uses the list_builds tool to see your recent history and then targets specific builds using get_build.

  • 05

    Can it tell the difference between Playwright and Cypress?

    Yes, it reads the build metadata to identify which framework was used for each run.

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

Connect TestMu AI to Claude, Cursor, ChatGPT & more