What AI clients can I use with this MCP?

You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

Do I need to host the MCP myself?

No, Vinkius hosts and manages the MCP for you. You just connect and use it.

How does it help with Meta ad performance?

It helps by ensuring your text and visuals are aligned, which can reduce bounce rates and improve engagement.

Can it check if my headline is too similar to my body text?

Yes, the score_headline_redundancy capability specifically identifies when a headline repeats the primary text.

Does this work with image files directly?

The capabilities work by analyzing the text descriptions of your visuals to check for semantic overlap and density.

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.

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.

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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Connect Meta Ad Creative Copy Pairing Scorer to your AI

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Ensure your ad text and visuals actually match.

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.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Meta Ad Scorer.

01
Calculate keyword overlap
This capability measures the semantic connection between your ad text and the image description. It identifies if the key terms in your copy actually appear in the visual context.
02
Estimate text density
Use this to check how much text is sitting on your creative. It helps you avoid cluttered visuals that might hurt performance.
03
Score headline redundancy
This capability flags when your headline is just repeating what you already said in the primary text. It helps keep your messaging concise.
04
Verify cta consistency
This capability checks if your Call to Action matches the promise made in your ad copy. It ensures your user journey stays logical.

Real work

What teams actually run

Pre-launch Creative Audits

Run your final ad copy and image descriptions through the MCP to ensure they are cohesive before hitting publish.

Scaling Creative Variations

Use the capability to quickly check dozens of different copy and image combinations for keyword overlap.

Reducing Ad Clutter

Check if your text-heavy designs will pass visual clarity standards.

Improving Conversion Logic

Verify that your CTA doesn't contradict the offer presented in your primary text.

One connector, every AI

Meta Ad Scorer works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Meta Ad Scorer to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

691ms average. Fast in production.

Meta Ad Scorer is checked daily against the live service.

Daily averagePeak 844ms

Oct 3Today

Fastest day: 521ms
Slowest day: 844ms
14-day trend: Improving-12%

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.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
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

Guided setup for Claude? Set up Meta Ad Scorer in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Meta Ad Scorer owners hand off.

This MCP is built for performance marketers and creative teams who need to audit ad assets quickly.

01
Performance Marketers
They hand off ad copy and image descriptions to the AI to check for alignment before launching campaigns.
02
Copywriters
They use the capability to ensure their headlines aren't redundant and that their CTAs are consistent.
03
Creative Strategists
They use the density and overlap capabilities to ensure visual and textual synergy.

FAQ

Questions Meta Ad Scorer owners ask.

01
What AI clients can I use with this MCP?
You can use any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
02
Do I need to host the MCP myself?
No, Vinkius hosts and manages the MCP for you. You just connect and use it.
03
How does it help with Meta ad performance?
It helps by ensuring your text and visuals are aligned, which can reduce bounce rates and improve engagement.
04
Can it check if my headline is too similar to my body text?
Yes, the score_headline_redundancy capability specifically identifies when a headline repeats the primary text.
05
Does this work with image files directly?
The capabilities work by analyzing the text descriptions of your visuals to check for semantic overlap and density.
06
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.
07
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.
08
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.

Explore

More in Marketing

Connect Meta Ad Scorer to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Calculate keyword overlap

Estimate text density

Score headline redundancy

Verify cta consistency

What teams actually run

Pre-launch Creative Audits

Scaling Creative Variations

Reducing Ad Clutter

Improving Conversion Logic

Building your own app? The connector is yours to use.

Meta Ad Scorer Connector

Claude Desktop

Performance Marketers

Copywriters

Creative Strategists

What AI clients can I use with this MCP?

Do I need to host the MCP myself?

How does it help with Meta ad performance?

Can it check if my headline is too similar to my body text?

Does this work with image files directly?

How does the keyword overlap capability work?

Can I check if my CTA is misleading?

Does this help with text-in-image guidelines?

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