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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Content Length Benchmark Analyzer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze copy length, density, and structural scannability against established copywriting benchmarks.

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 · 3 capabilities

The complete Content Length Benchmark Analyzer capability set.

These are the exact actions your AI can choose when you ask it to work with Content Length Benchmark Analyzer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Content Length Benchmark Analyzer.

  1. 01

    Check benchmark deviations

    Compares text metrics against benchmarks

  2. 02

    Get text metrics

    Extracts linguistic metrics from raw text

  3. 03

    Analyze scannability

    Analyzes text scannability for mobile

Observed, not estimated

654ms average. Fast in production.

Content Length Benchmark Analyzer is checked daily against the live service.

Daily averagePeak 851ms
Aug 20Today
Fastest day
540ms
Slowest day
851ms
14-day trend
Improving-10%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 3 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 Content Length Benchmark Analyzer, so you can see the experience inside your AI.

It does not authenticate your account with Content Length Benchmark Analyzer. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Content Length Benchmark Analyzer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_K4FuBTMiO9f0YXeXC7C9PNru92yNbYeQdwK98GTf/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 — Content Length Benchmark Analyzer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "content-length-benchmark-analyzer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_K4FuBTMiO9f0YXeXC7C9PNru92yNbYeQdwK98GTf/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 Content Length Benchmark Analyzer owners ask.

  • 01

    What metrics can I extract from my text?

    Using the get_text_metrics capability, you can retrieve total word counts, sentence counts, paragraph counts, and line break frequency.

  • 02

    How does the analyzer handle different content types?

    The check_benchmark_deviations capability compares your text metrics against specific benchmarks for formats like Landing Page Hero, Blog Intro, and Email Body.

  • 03

    Can I check if my content is optimized for mobile reading?

    Yes, the analyze_scannability capability evaluates paragraph length distribution and white-space density to determine if your text meets mobile scannability thresholds.

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