• METRICS
  • TRIAGE
  • REPORTS
  • HUMAN

How to monitor automation build health with your AI

Connect LambdaTest to your AI client to turn raw build logs into actionable health metrics. Your agent handles the data retrieval so you can focus on fixing regressions.

Ask AI about this page

Short answer

How do I track pass and fail rates in my automation runs?

Your AI queries LambdaTest to pull build metadata and session statuses. It then calculates pass and fail rates to show you exactly where your builds are failing. You get a clear view of your test stability without manual log digging.

Where your data lands.

The outcomes of your queries.

The AI organizes your LambdaTest data into these specific outcomes.

METRICS

Build health trends

The AI aggregates pass and fail rates from recent runs. You get a high-level view of whether your suite is getting more or less stable.

TRIAGE

Failure identification

The AI identifies specific failed sessions. It pinpoints exactly which tests are breaking so you don't have to hunt through logs.

REPORTS

Summary snapshots

The AI generates concise summaries of build metadata. You receive a clean breakdown of build duration and status.

HUMAN

Manual debugging

The AI flags the specific session IDs that need your attention. You take over to inspect the actual video or screenshots in LambdaTest.

The workflow

What your AI does when the data arrives.

The AI acts as a bridge between your test results and your chat interface.

  1. Fetch build history

    The AI pulls a list of recent automation runs to establish a baseline for your health checks.

    list_automation_builds

  2. Inspect build specifics

    It looks into the details of a specific run to find the exact status and metadata.

    get_build_details

  3. Analyze session results

    The AI examines individual test sessions to separate passing tests from failing ones.

    list_test_sessions

  4. Report health status

    The AI combines the session data and build metadata to give you a final pass/fail percentage.

    list_test_sessions

Try it

Copy these to start.

Use these prompts to begin monitoring your runs.

Starting points

Swap out the bracketed text with your actual build IDs or project names.

LambdaTest Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_4JlG89G0mrRFQv1NEMOe3quOG8MUgnbaUJbJ9Hdc/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 — LambdaTest capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "lambdatest-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_4JlG89G0mrRFQv1NEMOe3quOG8MUgnbaUJbJ9Hdc/mcp"
    }
  }
}
Copy into chat04

  • What is the pass rate for my last build in the 'Mobile-Regression' suite?

  • List the failed sessions from my most recent automation build.

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

  • Summarize the health of my 'Web-Smoke-Test' runs from the last 24 hours.

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

Start here

Connect LambdaTest once, then ask.

Follow the link to authorize the connection. Your credentials stay encrypted, and you can immediately start asking your AI about your test data.

Connect LambdaTest to your AI

FAQ

Common questions

  • 01

    Can the AI fix my failing tests?

    No. The AI can identify which tests failed and provide the metadata, but you must manually fix the code.

  • 02

    Can the AI delete old builds in LambdaTest?

    No. This MCP only has permissions to read build and session data. It cannot modify or delete anything in your LambdaTest account.

  • 03

    How does the AI know which builds are recent?

    It uses the build metadata provided by the list_automation_builds tool to see timestamps and run history.

  • 04

    Does the AI see my test videos?

    No. The AI reads the text-based metadata and session statuses. It cannot watch or process video files.

  • 05

    Can I use this with any AI client?

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

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

Connect LambdaTest to Claude, Cursor, ChatGPT & more