• COMPLIANCE
  • UX RISK
  • REMEDIATION
  • HUMAN

How to check accessibility and dark patterns with your AI

Connect your AI client to the UI/UX Excellence Prover to audit your interface for compliance and deceptive design.

Ask AI about this page

Short answer

How can I use AI to audit my UI for accessibility and dark patterns?

Your AI client uses the UI/UX Excellence Prover to scan your interface against WCAG 2.2 AAA standards and detect deceptive user patterns. You get a breakdown of specific violations and design risks.

Audit outcomes

Where your findings land.

The AI categorizes every issue into specific buckets for your review.

COMPLIANCE

WCAG 2.2 AAA violations

The AI identifies specific failures in accessibility standards. You get a list of elements that don't meet the required contrast or navigation rules.

UX RISK

Dark pattern detection

The tool flags deceptive layouts like disguised ads or forced continuity. This helps you catch designs that trick users into unintended actions.

REMEDIATION

Fix suggestions

For every issue found, the AI provides actionable advice. You'll see how to adjust code or layout to resolve the specific violation.

HUMAN

Final design review

The AI cannot make the final call on subjective brand feel. You must review the flagged patterns to ensure the fixes align with your specific design language.

The workflow

What your AI does when the interface arrives.

The AI processes your UI data through a specialized validation engine.

  1. Scan interface

    The AI reads your UI components and layout structure to map out the current user experience.

    validate_uiux_excellence

  2. Check standards

    The agent compares your interface against the strict requirements of WCAG 2.2 AAA.

    validate_uiux_excellence

  3. Identify patterns

    The AI looks for visual and logical cues that indicate dark patterns or deceptive UX.

    validate_uiux_excellence

  4. Generate report

    The AI compiles all findings into a structured list of errors and suggested fixes.

    validate_uiux_excellence

Try it

Copy these to start.

Use these prompts to trigger the audit immediately.

Starting points

Replace the bracketed text with your specific file paths, URLs, or repository names.

UI/UX Excellence Prover Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_FQpw75jfl2IVRYLjTKN4BE0xRDUemcd0LH04PmBp/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 — UI/UX Excellence Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "uiux-excellence-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_FQpw75jfl2IVRYLjTKN4BE0xRDUemcd0LH04PmBp/mcp"
    }
  }
}
Copy into chat04

  • Run a WCAG 2.2 AAA compliance check on my current Figma file.

  • Scan this GitHub repository for any dark patterns in the frontend components.

  • Check the accessibility of the landing page at https://example.com/dashboard.

  • Audit my mobile app screenshots for deceptive user patterns and contrast issues.

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

Start here

Connect UI/UX Excellence Prover once, then ask.

Link your preferred MCP-compatible client to Vinkius in one click. Your credentials stay encrypted and the tools are ready to use immediately.

Connect UI/UX Excellence Prover to your AI

FAQ

How the audit behaves

  • 01

    Can the AI fix my code automatically?

    No. The AI identifies the issues and suggests fixes, but you must apply the code changes yourself.

  • 02

    Does it check for mobile accessibility too?

    Yes, if you provide mobile screenshots or mobile-specific UI data for the AI to analyze.

  • 03

    Will it delete any of my design files?

    No. The AI only reads the data you provide to perform the validation.

  • 04

    Can it replace a manual accessibility audit?

    It acts as a powerful first pass to catch common errors, but a human expert should still perform the final verification for legal compliance.

  • 05

    What standards does it use?

    The tool specifically targets WCAG 2.2 AAA standards and common dark pattern taxonomies.

  • More questions about UI/UX Excellence Prover? The Connector page answers them. See everything the UI/UX Excellence Prover Connector can do

Connect UI/UX Excellence Prover to Claude, Cursor, ChatGPT & more