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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use LinkedIn Formatting Density Scanner with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze LinkedIn post visual structure, whitespace ratio, and mobile scannability.

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 · 1 capability

The complete LinkedIn Formatting Density Scanner capability set.

These are the exact actions your AI can choose when you ask it to work with LinkedIn Formatting Density Scanner.

Capability set01 / 01

01

1 capability in this set.

Part of 1 available through LinkedIn Formatting Density Scanner.

  1. 01

    Analyze paragraph distribution

    Analyze the structural rhythm of a text by identifying single vs multi-sentence blocks

Observed, not estimated

624ms average. Fast in production.

LinkedIn Formatting Density Scanner is checked daily against the live service.

Daily averagePeak 795ms
Aug 23Today
Fastest day
491ms
Slowest day
795ms
14-day trend
Improving-20%

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 LinkedIn Formatting Density Scanner, so you can see the experience inside your AI.

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

LinkedIn Formatting Density Scanner Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_8KwgUxgk970ysfEGahAag87GjJ7TAtw1lP7BNAft/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 Formatting Density Scanner capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "linkedin-formatting-density-scanner-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_8KwgUxgk970ysfEGahAag87GjJ7TAtw1lP7BNAft/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 Formatting Density Scanner owners ask.

  • 01

    What metrics does this capability analyze?

    The capability analyzes paragraph distribution (single vs multi-sentence blocks), whitespace ratio, Unicode styling density, emoji count, and estimated mobile scroll depth.

  • 02

    How is the whitespace ratio calculated?

    It compares the number of completely empty lines to the total count of all line breaks in your provided text.

  • 03

    Can I use this for posts other than LinkedIn?

    While optimized for LinkedIn's 'broetry' style, the structural analysis works on any text-based content where line breaks and paragraph spacing are significant.

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