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Use LinkedIn Scannability Scorer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate exact scannability metrics for LinkedIn feeds, including reading time and mobile viewport impact.

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 · 4 capabilities

The complete LinkedIn Scannability Scorer capability set.

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

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through LinkedIn Scannability Scorer.

  1. 01

    Estimate mobile viewport impact

    Estimates how much of a post is visible on mobile without scrolling

  2. 02

    Check f pattern compliance

    Checks how well a post follows the F-pattern reading behavior

  3. 03

    Get reading time

    Calculates estimated reading time for a LinkedIn post

  4. 04

    Analyze structural rhythm

    Analyzes the structural rhythm and scannability of a post

Observed, not estimated

634ms average. Fast in production.

LinkedIn Scannability Scorer is checked daily against the live service.

Daily averagePeak 780ms
Aug 20Today
Fastest day
508ms
Slowest day
780ms
14-day trend
Slowing+18%

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 LinkedIn Scannability Scorer, so you can see the experience inside your AI.

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

LinkedIn Scannability Scorer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Atg8Lh3bSi7uvWsLNj7VOKYQqLwraYgIoRkyKTK8/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 Scannability Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "linkedin-scannability-reading-time-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Atg8Lh3bSi7uvWsLNj7VOKYQqLwraYgIoRkyKTK8/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 Scannability Scorer owners ask.

  • 01

    How is reading time calculated?

    The get_reading_time capability calculates the total word count and divides it by a standard professional reading speed of 200 words per minute.

  • 02

    Can I check if my keywords are placed correctly?

    Yes, use the check_f_pattern_compliance capability. It checks if your target keywords appear within the first three words of each paragraph to capture attention.

  • 03

    Does this help with mobile optimization?

    Absolutely. The estimate_mobile_viewport_impact capability helps you understand how much of your post is visible on a phone screen without the user needing to scroll.

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