• SPEED
  • STACK
  • QUALITY
  • HUMAN

How to audit website performance with your AI

Connect Microlink to your AI client once. After that, you can just send URLs to get technical audits and stack details.

Ask AI about this page

Short answer

How can I audit a website's performance with AI?

Your AI client uses Microlink to pull Lighthouse reports and scan a site's technical stack. You'll get a breakdown of speed, accessibility, and the underlying technologies used. Here is how it works.

Where your results land.

Audit outcomes

The AI categorizes the data it pulls from the site.

SPEED

Performance metrics

The AI pulls Lighthouse data to show you load times and core web vitals. You'll see exactly where the site is lagging.

STACK

Technical fingerprint

Your agent identifies the frameworks and libraries used to build the site. This shows you the underlying tech stack.

QUALITY

Accessibility and SEO

The AI checks how well the site follows standards for search engines and screen readers. You'll get a clear view of its health.

HUMAN

Manual fixes

The AI flags specific code issues that you need to handle. You'll take these insights back to your editor or developer.

The workflow

What your AI does when a URL arrives.

The AI handles the scanning and data gathering so you don't have to.

  1. Fetch site data

    The AI reaches out to the URL to gather raw technical information about the site.

    get_insights

  2. Run Lighthouse audits

    Your agent triggers performance tests to measure speed and accessibility metrics.

    get_insights

  3. Identify tech stack

    The AI scans headers and scripts to see which frameworks the site uses.

    get_insights

  4. Summarize findings

    The agent turns the raw data into a clear report you can actually use.

    get_insights

Try it

Copy these to start.

Paste these into your chat to begin an audit.

Starting points

Swap out the example URLs for the actual sites you want to check.

Microlink Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_oQj3CwHyFt2PqndYyKroiBBKDimeR5ZnHQGVy4GR/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 — Microlink capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "microlink-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_oQj3CwHyFt2PqndYyKroiBBKDimeR5ZnHQGVy4GR/mcp"
    }
  }
}
Copy into chat04

  • Run a Lighthouse report for https://example.com and tell me what's slowing it down.

  • What technical stack is being used on https://example.com?

  • Check the accessibility score for https://example.com and suggest fixes.

  • Analyze the performance of https://example.com and compare it to standard web vitals.

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

Start here

Connect Microlink once, then ask.

Connect the MCP to your client. Your login stays encrypted on our side, and you can start asking questions immediately.

Connect Microlink to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my website's code?

    No. The AI only reads data and provides insights. You have to make all code changes yourself.

  • 02

    Does the AI run the Lighthouse tests?

    Yes, the AI uses the Microlink tool to trigger those reports for you.

  • 03

    Can the AI fix the performance issues it finds?

    No. It identifies the problems and suggests solutions, but it cannot modify your files or server settings.

  • 04

    Can I audit sites that are behind a login?

    No. The AI can only audit publicly accessible URLs.

  • 05

    What kind of tech stack info can it find?

    It identifies the frameworks, libraries, and web technologies used to build the site.

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

Connect Microlink to Claude, Cursor, ChatGPT & more