• PASS
  • FAIL
  • HUMAN
  • LOG

How to validate content length compliance with your AI

Connect this MCP to your AI client to automate length checks. Your agent handles the math so you can focus on the writing.

Ask AI about this page

Short answer

How do I check if my content meets word count requirements?

Your AI uses the Content Length Scorer to compare your draft against your target constraints. It flags any deviations from your required length immediately. You'll see exactly where your text falls short or goes over.

Where every issue lands.

The outcomes of a length check.

The AI processes your text and categorizes the results based on your rules.

PASS

Compliant drafts

The AI confirms your text hits the target range. You get a green light to move to the next stage of your workflow.

FAIL

Length violations

The AI identifies drafts that are too short or too long. It provides the specific delta between your current count and the requirement.

HUMAN

Manual adjustments

When a draft is close but not quite there, you decide whether to trim or expand. The AI flags the gap, but you make the editorial call.

LOG

Compliance history

The AI tracks how well your content adheres to constraints over time. This helps you spot patterns in your writing length.

The workflow

What your AI does when a draft arrives.

The AI takes your raw text and runs it through a validation loop.

  1. Targeting

    Your agent identifies the specific word count rules you want to apply to the text.

    analyze_content_compliance

  2. Counting

    The AI calculates the exact word count of your provided draft.

    analyze_content_compliance

  3. Comparison

    The agent compares the actual count against your required minimum and maximum limits.

    analyze_content_compliance

  4. Reporting

    The AI generates a status report showing if the content is compliant or needs work.

    analyze_content_compliance

Try it

Copy these to start.

Use these prompts to trigger the length check immediately.

Starting points

Swap out the bracketed text for your actual content or specific requirements.

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"
    }
  }
}
Copy into chat04

  • Check if this blog post draft in my Google Doc meets the 1,500 word requirement.

  • Analyze the length of this email draft and tell me if it's under 200 words.

  • Validate this product description against the length constraints in my Notion page.

  • Does this technical documentation draft stay within the 500 to 800 word range?

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Content Length Scorer once, then ask.

You only need to link the MCP to your AI client once. After that, your agent can check any text you provide.

Connect Content Length Scorer to your AI

FAQ

How this task behaves.

  • 01

    Can the AI rewrite the content to fix the length?

    No. The AI only checks the length and reports the status. You must perform the actual writing or editing yourself.

  • 02

    Does the AI change my original files?

    No. The AI reads your content to analyze it, but it does not modify your documents or files.

  • 03

    Can I set different rules for different types of content?

    Yes. You can tell your agent to use different word count targets for a blog post versus a social media caption.

  • 04

    How does it count words?

    The AI performs a standard word count on the text provided in the prompt or the connected document.

  • 05

    Will it flag if a paragraph is too long?

    No. This specific tool checks total word count compliance, not paragraph-level structure.

  • More questions about Content Length Scorer? The Connector page answers them. See everything the Content Length Scorer Connector can do

Connect Content Length Scorer to Claude, Cursor, ChatGPT & more