How does the engagement scoring work?

The `evaluate_linkedin_engagement` tool analyzes your text for specific Call-to-Action (CTA) markers and evaluates punctuation diversity to predict how well a post will drive interaction.

Can I use this with Claude Desktop?

Yes, you can connect this MCP server to Claude Desktop, Cursor, VS Code, or Windsurf using your personal Connection Token from the Vinkius dashboard via V1nkius Edge.

Does it require an API key for LinkedIn?

No, this tool analyzes the text content you provide directly; no LinkedIn API credentials are required.

LinkedIn Engagement Scorer MCP Connector for Claude

A+

Quantify the effectiveness of LinkedIn post Call-to-Actions (CT0As) and engagement triggers in text.

2 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides a deterministic engine to evaluate LinkedIn posts for engagement potential. Using tools like evaluate_linkedin_engagement and evaluate_scroll_stopper, users can analyze text content for CTA markers, punctuation diversity, and sentence rhythm to determine stopping power and engagement probability. It acts as a bridge between your LinkedIn strategy and AI-driven analysis via Vinkius Edge.

linkedinengagementctamarketing-automationcontent-strategy

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_cdu9yZHD6j0Jyex03Ry4MCucBUY8PmtRHZl103y4/mcp

② Claude Code (terminal)

claude mcp add --transport http linkedin-engagement-scorer https://edge.vinkius.com/vk_preview_cdu9yZHD6j0Jyex03Ry4MCucBUY8PmtRHZl103y4/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "linkedin-engagement-scorer": {
      "url": "https://edge.vinkius.com/vk_preview_cdu9yZHD6j0Jyex03Ry4MCucBUY8PmtRHZl103y4/mcp"
    }
  }
}

Get full access on Vinkius

The preview token above works for testing. Powered by Vinkius.

Details

Tools: 2
Grade: A+
Score: 100/100
Updated: Oct 1, 2026

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