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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Content Length Scorer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze text word counts against industry-standard length benchmarks based on content intent.

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 Scorer capability set.

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

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Content Length Scorer.

  1. 01

    List supported intents

    Provides a full list of all content types that the scorer can analyze

  2. 02

    Get type thresholds

    Retrieves the specific minimum and maximum word count targets for a given content type

  3. 03

    Analyze content compliance

    Evaluates if a specific piece of text meets the length requirements for its intended purpose

Observed, not estimated

634ms average. Fast in production.

Content Length Scorer is checked daily against the live service.

Daily averagePeak 836ms
Aug 24Today
Fastest day
496ms
Slowest day
836ms
14-day trend
Slowing+11%

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

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

Content Length Scorer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_QVslDpDcBHqKKjU8huyB8sZdkPc0XRbAFs0TmiZh/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 Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "content-length-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_QVslDpDcBHqKKjU8huyB8sZdkPc0XRbAFs0TmiZh/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 Scorer owners ask.

  • 01

    How does the compliance check work?

    The analyze_content_compliance capability counts every individual word in your provided text and compares that total against predefined minimum and maximum thresholds for the chosen content type.

  • 02

    What are the supported content types?

    You can analyze four main categories: micro for short snippets, standard for descriptions, extended for landing pages, and pillar for long-form guides. Use list_supported_intents to see the full registry.

  • 03

    Can I see the specific word count targets?

    Yes, use the get_type_thresholds capability by providing a content type to retrieve the exact minimum and maximum word count boundaries for that category.

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