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Use LinkedIn Engagement Scorer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Quantify the effectiveness of LinkedIn post Call-to-Actions (CT0As) and engagement triggers in text.

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 · 2 capabilities

The complete LinkedIn Engagement Scorer capability set.

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

Capability set01 / 01

01-02

2 capabilities in this set.

Part of 2 available through LinkedIn Engagement Scorer.

  1. 01

    Evaluate linkedin engagement

    Evaluate the engagement potential of a LinkedIn post

  2. 02

    Evaluate scroll stopper

    Evaluate if a text acts as a "scroll stopper"

Observed, not estimated

634ms average. Fast in production.

LinkedIn Engagement Scorer is checked daily against the live service.

Daily averagePeak 803ms
Aug 20Today
Fastest day
499ms
Slowest day
803ms
14-day trend
Slowing+6%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 2 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 LinkedIn Engagement Scorer, so you can see the experience inside your AI.

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

LinkedIn Engagement Scorer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_cdu9yZHD6j0Jyex03Ry4MCucBUY8PmtRHZl103y4/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 — LinkedIn Engagement Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "linkedin-engagement-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_cdu9yZHD6j0Jyex03Ry4MCucBUY8PmtRHZl103y4/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 LinkedIn Engagement Scorer owners ask.

  • 01

    How does the engagement scoring work?

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

  • 02

    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.

  • 03

    Does it require an API key for LinkedIn?

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

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