• PASS
  • FAIL
  • HUMAN
  • TREND

How to audit test threshold compliance with your AI

Connect Grafana k6 Cloud to your agent to automate performance audits. Your AI handles the data retrieval and checks it against your SLOs.

Ask AI about this page

Short answer

How can I check if my k6 Cloud tests met my SLOs?

Your AI pulls specific run data and threshold results directly from k6 Cloud. It compares these values against your defined service level objectives to tell you if you passed or failed. You get a clear breakdown of the results.

Audit outcomes.

Where your results land.

The AI processes raw load test data into clear compliance reports.

PASS

Compliance confirmed

The AI confirms that all thresholds were met. You get a summary of successful runs.

FAIL

Threshold violations

The AI identifies which metrics missed their targets. You see the specific gap between the result and the SLO.

HUMAN

Manual investigation

When a test fails, you decide if the issue is a real regression or just a noisy environment.

TREND

Performance drift

The AI tracks threshold history over multiple runs. You see if performance is slipping over time.

The workflow

What your AI does when a test finishes.

Instead of you digging through the k6 dashboard, your agent pulls the numbers and does the math.

  1. Fetch run data

    The AI pulls the specific details of a completed load test run.

    get_run

  2. Extract thresholds

    The AI looks at the threshold results for that run to see which metrics passed or failed.

    get_run_thresholds

  3. Compare to SLOs

    The AI checks the retrieved threshold data against your required performance targets.

    get_run_thresholds

  4. Report status

    The AI summarizes the compliance status so you can act on it.

    get_run

Try it

Copy these to start.

Use these prompts to kick off an audit.

Starting points

Swap the bracketed text for your actual k6 run IDs or project names.

Grafana k6 Cloud Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_puXmxTGW8nXFX6Ap8jEn9n2TkxtxCWKVzu5Is9v7/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 — Grafana k6 Cloud capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "grafana-k6-cloud-load-testing-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_puXmxTGW8nXFX6Ap8jEn9n2TkxtxCWKVzu5Is9v7/mcp"
    }
  }
}
Copy into chat04

  • Did the last k6 Cloud run [Run ID] meet all my defined thresholds?

  • Show me the threshold results for run [Run ID] and tell me if any failed.

  • Compare the performance of run [Run ID] against my SLO requirements.

  • List all the failed thresholds from the most recent test in my [Project Name] project.

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

Start here

Connect Grafana k6 Cloud once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking your agent about your test results.

Connect Grafana k6 Cloud to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my k6 Cloud thresholds?

    No. The AI can only read existing run data and thresholds. It cannot modify your k6 Cloud configuration.

  • 02

    Can the AI start a new load test?

    No. This MCP is for auditing completed runs. It cannot trigger or execute new tests.

  • 03

    Do I need to provide the Run ID every time?

    Yes, you should provide the specific Run ID so the AI knows exactly which test data to pull.

  • 04

    How does the AI know what my SLOs are?

    The AI reads the threshold results directly from the k6 Cloud run data to determine compliance.

  • 05

    Can the AI fix a failing test?

    No. The AI identifies the failure, but you have to investigate the code or infrastructure to fix it.

  • More questions about Grafana k6 Cloud? See everything the Grafana k6 Cloud Connector can do

Connect Grafana k6 Cloud to Claude, Cursor, ChatGPT & more