
Connect Conversion Funnel Copy Scorer to ChatGPT and Claude
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. Find the friction points killing your conversion rates.
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.

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.
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.
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 · 1 capability
We ship only the actions that matter.
01
1 capability in this set.
Part of 1 available through Conversion Funnel Copy Scorer.
- 01
Calculate copy score
This capability measures how similar two different pieces of text are. It helps you verify that your messaging stays consistent across different stages of your funnel.
Real work
What teams actually run
Ad to Landing Page Audit
Compare your social media ad copy with your landing page to ensure the user doesn't feel misled.
Checkout Friction Reduction
Scan your checkout forms for high-friction words that stop people from completing a purchase.
Content Consistency Check
Ensure your product descriptions don't become significantly harder to read than your promotional emails.
Funnel Flow Validation
Verify that the CTA on your final page aligns with the intent established in your top-of-funnel content.
One connector, every AI
Conversion Funnel Copy 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.
Claude
ChatGPT
Gemini
Perplexity
Grok
Microsoft Copilot
Cursor
VS Code
Windsurf
JetBrains
Cline
LangChain
Vercel AI SDK
Lovable
Z.ai
Raycast
Qwen Code
Kimi Code
Le ChatBuilding your own app? The connector is yours to use.
You don't need a client to put Conversion Funnel Copy 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
678ms average. Fast in production.
Conversion Funnel Copy Scorer is checked daily against the live service.
- Fastest day
- 556ms
- Slowest day
- 1050ms
- 14-day trend
- Improving-22%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 1 capability arrives 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 Conversion Funnel Copy Scorer, so you can see the experience inside your AI.
It does not authenticate your account with Conversion Funnel Copy Scorer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Conversion Funnel Copy Scorer Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_eYhSXqyaF7UzwoCE20MVexFZ7pjoU70nkmu3mbQT/mcpClaude 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 — Conversion Funnel Copy Scorer capabilities are ready to use.
{
"mcpServers": {
"conversion-funnel-copy-scorer-mcp": {
"url": "https://edge.vinkius.com/vk_preview_eYhSXqyaF7UzwoCE20MVexFZ7pjoU70nkmu3mbQT/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 Conversion Funnel Copy Scorer in Claude and other AIs
Who it's for
Built for the work Conversion Funnel Copy Scorer owners hand off.
This MCP is built for marketing professionals who need to validate the logic and flow of their conversion paths.
- 01
Direct Response Copywriters
They hand off draft copy to the AI to check for friction and consistency.
- 02
Growth Marketers
They use it to diagnose why users are dropping off between specific funnel stages.
- 03
Conversion Rate Optimization (CRO) Specialists
They use the capability to audit landing pages against ad creative for better message match.
FAQ
Questions Conversion Funnel Copy Scorer owners ask.
- 01
What does this MCP actually analyze?
It analyzes linguistic alignment, friction words, reading levels, and CTA consistency across your marketing funnel.
- 02
Which AI clients can I use with this MCP?
You can use it with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.
- 03
How do I find friction in my copy?
The capability detects high-resistance words like 'must' or 'required' and can suggest lower-friction alternatives.
- 04
Can it help with conversion rate optimization?
Yes, by identifying message mismatches and cognitive load issues that lead to user drop-off.
- 05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you, so it is ready to use as soon as you connect.
- 06
How does the capability measure message match?
It uses calculate_copy_score to analyze keyword overlap and semantic consistency between two provided text segments from different funnel stages.
- 07
Can it identify words that cause users to drop off?
Yes, the capability scans for high-friction words like 'must' or 'pay' and suggests softer alternatives to reduce psychological resistance.
- 08
What stages of the funnel can be analyzed?
The capability is optimized for analyzing transitions between common stages like ads, landing pages, and checkout screens.
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Connect Conversion Funnel Copy Scorer to Claude, Cursor, ChatGPT & more
