• STABILITY
  • TRENDS
  • AUDIT
  • HUMAN

How to check release readiness with your AI

Connect Katalon TestOps to your agent to turn raw test data into deployment confidence. Your AI handles the heavy lifting of aggregating stats across builds.

Ask AI about this page

Short answer

Can my AI tell me if a release is ready?

Yes. Your agent pulls specific build and release data to calculate pass/fail rates and overall health. You get a clear picture of deployment stability through these specific insights.

Deployment outcomes.

Where your data lands.

The AI processes your test data into these specific insights.

STABILITY

Release health check

The agent aggregates pass and fail counts across your latest builds. You see exactly how stable the current version is.

TRENDS

Build history analysis

Your AI compares recent builds to identify if quality is improving or dropping. This helps spot regressions before they hit production.

AUDIT

Detailed run inspection

If a specific build looks shaky, your agent pulls the exact test run details. You get the granular data needed to find the root cause.

HUMAN

Final go/no-go decision

The AI provides the data, but you make the call. You use the summarized stats to decide if the software is ready for deployment.

The workflow

What your AI does when the data arrives.

Your agent acts as a bridge between your test management and your decision making.

  1. Identify the release

    The agent looks up the specific release versions you are targeting for deployment.

    list_project_releases

  2. Gather build data

    It pulls the individual builds associated with those releases to see the recent activity.

    list_project_builds

  3. Analyze test results

    The agent digs into the specific test run results to calculate pass/fail percentages.

    get_test_run

  4. Summarize stability

    The AI combines all these data points into a single health report for your review.

    get_test_run

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

Swap out the project names and release IDs for your actual data.

Katalon TestOps Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_ovZCFfCK6Kz1sdVzEWtQhoPAzq5RaP9rqfTzVwdi/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 — Katalon TestOps capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "katalon-testops-ai-test-management-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_ovZCFfCK6Kz1sdVzEWtQhoPAzq5RaP9rqfTzVwdi/mcp"
    }
  }
}
Copy into chat04

  • What is the pass/fail status for the 'Mobile-App-v2' release?

  • Compare the health of the last three builds in the 'Web-Portal' project.

  • Check the results for the most recent test run in the 'API-Service' project.

  • Is the 'Payment-Gateway' release stable enough to deploy based on recent build stats?

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

Start here

Connect Katalon TestOps once, then ask.

Just link your account via the Vinkius dashboard. Your credentials stay encrypted, and you can immediately start querying your test data.

Connect Katalon TestOps to your AI

FAQ

How this task behaves.

  • 01

    Can the AI trigger a new test run?

    No. The AI can only read and analyze existing test data from your project.

  • 02

    Can the AI change my test results?

    No. The AI has read-only access to your test runs and builds.

  • 03

    Does the AI know which builds belong to which release?

    Yes, it uses the project release data to group and analyze the correct builds.

  • 04

    Can I ask for a summary of a specific test run?

    Yes, once the agent has access to the test run data, it can summarize the results for you.

  • 05

    Will the AI automatically deploy my code?

    No. The AI provides the stability data, but the actual deployment is a manual action you take.

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

Connect Katalon TestOps to Claude, Cursor, ChatGPT & more