• RULES
  • GAP
  • PASS
  • HUMAN

How to verify SEO scoring thresholds with your AI

Connect your AI to the Image SEO Auditor to pull the exact rules used for scoring. Once connected, your agent can compare your files against real optimization standards.

Ask AI about this page

Short answer

How do I check image SEO scoring rules with AI?

Your AI uses the fetch_audit_guidelines tool to grab the specific file size limits and optimization rules from the auditor. This allows your agent to tell you exactly why an image passed or failed a score. You get a clear breakdown of the technical requirements for every asset.

The results.

Where your data lands.

The AI processes the guidelines and organizes the results into these categories.

RULES

Threshold definitions

The AI retrieves the specific file size and dimension limits. You get a list of the exact numbers used to calculate scores.

GAP

Missing requirements

The agent identifies which optimization rules your current images are breaking. You see exactly what needs to change to hit a higher score.

PASS

Compliant assets

The AI flags images that already meet all current scoring thresholds. You know which files are safe to leave as they are.

HUMAN

Manual fixes

The AI highlights files that require manual resizing or compression. You decide which assets are worth the time to re-edit.

The workflow

What your AI does when the request arrives.

The AI handles the heavy lifting of looking up technical documentation and comparing it to your data.

  1. Retrieve rules

    The agent pulls the latest optimization standards and file size constraints directly from the auditor.

    fetch_audit_guidelines

  2. Compare assets

    Your AI checks your image metadata against the retrieved thresholds to find discrepancies.

    fetch_audit_guidelines

  3. Identify failures

    The agent isolates specific files that fall outside the allowed size or format limits.

    fetch_audit_guidelines

  4. Report findings

    The AI summarizes the scoring gaps so you can act on them immediately.

    fetch_audit_guidelines

Try it

Copy these to start.

Use these prompts to kick off the process with your agent.

Starting points

These are starting points. Swap out the specific folder or site name for your own.

Image SEO Auditor Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_lGWRzIXTiJh9XAYnQyUpjmOuSwyBYj5Ocpf7mRFr/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 — Image SEO Auditor capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "image-seo-auditor-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_lGWRzIXTiJh9XAYnQyUpjmOuSwyBYj5Ocpf7mRFr/mcp"
    }
  }
}
Copy into chat04

  • Fetch the image SEO scoring guidelines for my site.

  • What are the current file size limits for images in my production folder?

  • Check my recent uploads in the assets directory against the SEO scoring rules.

  • List all images in the blog folder that fail the current optimization thresholds.

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

Start here

Connect Image SEO Auditor once, then ask.

One click connects the MCP to your client. Your credentials stay encrypted and the setup is handled on our end.

Connect Image SEO Auditor to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my image file sizes?

    No. The AI only retrieves the rules and identifies which files fail the check. You must perform the actual compression or resizing yourself.

  • 02

    Does the AI update the SEO rules automatically?

    No. The AI only fetches the rules currently stored in the auditor. It does not modify the underlying scoring logic.

  • 03

    Can I use this with any AI client?

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

  • 04

    Will the AI delete any of my images?

    No. This MCP only has permission to read guidelines and audit data. It cannot delete or overwrite your files.

  • 05

    How does the AI know which rules to use?

    It uses the fetch_audit_guidelines tool to pull the specific thresholds defined by the auditor.

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

Connect Image SEO Auditor to Claude, Cursor, ChatGPT & more