Meta Ad Scorer Connector for AI agents.
4 live capabilities
Audit Meta ad creative for visual and text alignment
Waiting for input…
Why people use Meta Ad Scorer
Meta Ad Creative Copy-Pairing Scorer for Visual Alignment Audits
With this Connector, you just feed your ad copy and visual descriptions into your agent. It runs a logic check across all your assets and flags the ones where the text and images are clashing. You get a clear score on redundancy and overlap, letting you skip the guesswork and focus on the ads that actually convert.
What Vinkius changes
You get a data-backed way to ensure your ads actually make sense to the person scrolling past them.
Use it from Claude, ChatGPT, Cursor or another AI client you already have.
One account · 6,100+ Connectors
- Real-world use case 01
High-volume ad testing
A marketer checks 50 variations at once to find the best-aligned pairs using calculate_keyword_overlap.
- Real-world use case 02
New brand launch
A creative director ensures every ad in a new campaign feels like one cohesive unit before going live.
- Real-world use case 03
Performance audit
A team analyzes why a specific ad is underperforming and finds a mismatch in the CTA using verify_cta_consistency.
Complete set · 4capabilities
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.
01—04
4 capabilities in this set.
Part of 4 available through Meta Ad Scorer.
- 01 Capability
Calculate keyword overlap
Measure how well your ad text matches the visual description. Use this to ensure your copy and imagery are on the same page.
- 02 Capability
Estimate text density
Get a rating on how much text is visible on your creative. This helps you avoid cluttered ads that are hard to read.
- 03 Capability
Verify cta consistency
Check if your call to action actually matches your brand's core promise. This helps you avoid confusing the customer at the final click.
- 04 Capability
Score headline redundancy
See if your headline is just repeating what the primary text already says. It helps you make your copy more concise and impactful.
Set up in minutes
One URL. Then ask Meta Ad Scorer to work.
Claude and ChatGPT only need the Connector URL. Copy it once, add it in settings, and use Meta Ad Scorer from the conversation.
Choose your client
Live previewAdvanced clients IDE · CLI
Claude · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_i2xfH3jTECtVG6sbY41Rry9MRCTNAsXvqp9mvDh5/mcp - Step 01
Open Connectors
In Claude Web or Claude Desktop, open Settings and choose Connectors.
- Step 02
Add the URL
Choose Add custom connector, name it Meta Ad Scorer, and paste the URL above.
- Step 03
Turn it on in chat
Select +, open Connectors, and enable Meta Ad Scorer for the conversation.
ChatGPT · Web + desktop
Connector URL · ready to paste
Streamable HTTPhttps://edge.vinkius.com/vk_preview_i2xfH3jTECtVG6sbY41Rry9MRCTNAsXvqp9mvDh5/mcp - Step 01
Open MCP settings
On desktop, open Settings and MCP servers. On web, open your workspace app or connector settings.
- Step 02
Add the URL
Choose Add server with Streamable HTTP, or create a custom MCP app, then paste the Meta Ad Scorer URL.
- Step 03
Save and start
Save the connection and enable Meta Ad Scorer in your conversation. Desktop may ask you to restart once.
Cursor · IDE configuration
Advanced setup
{
"mcpServers": {
"meta-ad-creative-copy-pairing-scorer": {
"url": "https://edge.vinkius.com/vk_preview_i2xfH3jTECtVG6sbY41Rry9MRCTNAsXvqp9mvDh5/mcp"
}
}
}- Step 01
Open MCP Settings
Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"
- Step 02
Add the server config
Paste the JSON configuration above into the mcp.json file that opens
- Step 03
Save the file
Cursor will automatically detect the new Connector
- Step 04
Start using Meta Ad Scorer
Open Agent mode in chat and ask: "Using Meta Ad Scorer, help me...". 4 tools available
VS Code Copilot · IDE configuration
Advanced setup
{
"mcpServers": {
"meta-ad-creative-copy-pairing-scorer": {
"url": "https://edge.vinkius.com/vk_preview_i2xfH3jTECtVG6sbY41Rry9MRCTNAsXvqp9mvDh5/mcp"
}
}
}- Step 01
Create MCP config
Create a .vscode/mcp.json file in your project root
- Step 02
Add the server config
Paste the JSON configuration above
- Step 03
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
- Step 04
Start using Meta Ad Scorer
Ask Copilot: "Using Meta Ad Scorer, help me...". 4 tools available
Windsurf · IDE configuration
Advanced setup
{
"mcpServers": {
"meta-ad-creative-copy-pairing-scorer": {
"url": "https://edge.vinkius.com/vk_preview_i2xfH3jTECtVG6sbY41Rry9MRCTNAsXvqp9mvDh5/mcp"
}
}
}- Step 01
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
- Step 02
Add the server
Paste the JSON configuration above into mcp_config.json
- Step 03
Save and reload
Windsurf will detect the new server automatically
- Step 04
Start using Meta Ad Scorer
Open Cascade and ask: "Using Meta Ad Scorer, help me...". 4 tools available
Cline · IDE configuration
Advanced setup
{
"mcpServers": {
"meta-ad-creative-copy-pairing-scorer": {
"url": "https://edge.vinkius.com/vk_preview_i2xfH3jTECtVG6sbY41Rry9MRCTNAsXvqp9mvDh5/mcp"
}
}
}- Step 01
Open Cline MCP Settings
Click the Connectors icon in the Cline sidebar panel
- Step 02
Add remote server
Click "Add Connector" and paste the configuration above
- Step 03
Enable the server
Toggle the server switch to ON
- Step 04
Start using Meta Ad Scorer
Ask Cline: "Using Meta Ad Scorer, help me...". 4 tools available
Claude Code · Terminal command
Advanced setup
claude mcp add meta-ad-creative-copy-pairing-scorer --transport http "https://edge.vinkius.com/vk_preview_i2xfH3jTECtVG6sbY41Rry9MRCTNAsXvqp9mvDh5/mcp"- Step 01
Install Claude Code
Run npm install -g @anthropic-ai/claude-code if not already installed
- Step 02
Add the Connector
Run the command above in your terminal
- Step 03
Verify the connection
Run claude mcp to list connected servers, or type /mcp inside a session
- Step 04
Start using Meta Ad Scorer
Ask Claude: "Using Meta Ad Scorer, show me...". 4 tools are ready
Where the request belongs
Work Meta Ad Scorer can move forward.
Performance marketers who manage high-volume ad sets and creative directors who need to maintain brand integrity across hundreds of variations.
Performance Marketer
Checking high-volume ad sets for consistency on a Tuesday afternoon to ensure no budget is wasted on confusing creatives.
Copywriter
Verifying that their new copy aligns perfectly with the visual direction provided by the design team.
Creative Director
Ensuring brand integrity across large-scale campaigns by auditing visual and text pairings for cohesion.
Build the capability set
Add more capabilities.
Each Connector adds new actions and data without changing how you work.
Browse Connectors
Conversion Funnel Copy Scorer
Analyze marketing funnel stages for message match, friction words, and CTA alignment.
Referral Program Copy Scorer
Analyze referral program marketing copy for clarity, friction, and effectiveness.
Google Ads
Monitor and analyze Google Ads performance. track campaigns, keywords, and metrics via AI.
Upsell & Cross-sell Copy Analyzer
Analyze up-sell and cross-sell copy for economic clarity, product relevance, and linguistic friction.
Ad Copy Compliance Checker
Audit ad copy against platform character limits and content policies.
Moloco
Manage machine learning-powered advertising via Moloco. track campaigns and get analytics directly from your AI agent.
Bring your own AI
Change the model, client or framework. Keep Meta Ad Scorer connected.
-
Claude -
ChatGPT -
Gemini -
Cursor -
VS Code -
Windsurf -
ZCode -
Cline -
Zed -
Continue -
Kiro -
Roo Code -
Zencoder -
Goose -
Void -
Augment Code -
Amp -
Qodo -
Tabnine -
Pieces -
Sourcegraph Cody -
JetBrains -
Warp -
Amazon Q -
Antigravity -
BoltAI -
Raycast -
Jan -
LM Studio -
AnythingLLM -
Open WebUI -
Msty -
Cherry Studio -
LibreChat -
TypingMind -
Chorus -
5ire -
n8n -
LangChain -
LlamaIndex -
CrewAI -
Vercel AI SDK
Before you connect
Questions about Meta Ad Scorer.
The practical details behind the request, access and result.
How does the Meta Ad Creative Copy-Pairing Scorer help my ads?
It scores how well your ad text and visuals work together. By identifying mismatches in keywords, text density, and CTAs, it helps you create more cohesive ads that are less likely to confuse your audience.
Can I use this to check for headline repetition?
Yes, the Meta Ad Creative Copy-Pairing Scorer has a specific capability to check if your headline is just repeating what's in your primary text. This helps you make your copy more concise and impactful.
How do I know if my ad images have too much text?
You can use the Meta Ad Creative Copy-Pairing Scorer to estimate text density. It gives you a rating on how much text is visible on your creative, helping you avoid cluttered designs that might get ignored.
Will this help with my Meta ad performance?
It helps by reducing friction. When your ad copy and visuals are perfectly aligned, users are less likely to be confused. This leads to better engagement and lower bounce rates.
Is this for checking brand consistency?
Yes, the Meta Ad Creative Copy-Pairing Scorer is perfect for ensuring your brand promise stays consistent across different ad variations. It verifies that your call to action actually matches the overall ad message.
How does it check for keyword overlap?
It analyzes your ad text and compares it to the description of your visual. It then gives you a score on how well the two elements work together to tell a single story.
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.
One connection away
Give your agent a direct line to Meta Ad Scorer.
Connect Meta Ad Scorer once. Keep it beside 6,100+ managed Connectors when the next task needs more.
Explore every Connector No credit card required · Free tier available