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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
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Use Meta Ad Scorer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Score the alignment between Meta ad copy and visual descriptions to optimize performance.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 4 capabilities

The complete Meta Ad Scorer capability set.

These are the exact actions your AI can choose when you ask it to work with Meta Ad Scorer.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Meta Ad Scorer.

  1. 01

    Calculate keyword overlap

    Calculate overlap between ad text and image description

  2. 02

    Estimate text density

    Estimate text density on a creative

  3. 03

    Score headline redundancy

    Score redundancy of a headline relative to primary text

  4. 04

    Verify cta consistency

    Verify consistency between CTA and ad promise

Observed, not estimated

637ms average. Fast in production.

Meta Ad Scorer is checked daily against the live service.

Daily averagePeak 770ms
Aug 20Today
Fastest day
486ms
Slowest day
770ms
14-day trend
Slowing+18%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Meta Ad Scorer, so you can see the experience inside your AI.

It does not authenticate your account with Meta Ad Scorer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Meta Ad Scorer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_i2xfH3jTECtVG6sbY41Rry9MRCTNAsXvqp9mvDh5/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 — Meta Ad Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "meta-ad-creative-copy-pairing-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_i2xfH3jTECtVG6sbY41Rry9MRCTNAsXvqp9mvDh5/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Meta Ad Scorer owners ask.

  • 01

    How does the keyword overlap capability work?

    The calculate_keyword_overlap capability identifies significant shared words between your ad text and the image description to measure semantic reinforcement.

  • 02

    Can I check if my CTA is misleading?

    Yes, use verify_cta_consistency to ensure your button label (like 'Shop Now') aligns with the promise made in your ad copy.

  • 03

    Does this help with text-in-image guidelines?

    Absolutely. The estimate_text_density capability evaluates if the amount of text on your creative exceeds recommended visual clarity thresholds.

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