# Content Length Scorer MCP for AI Agents AI Agent Connect

> Content Length Scorer analyzes your text against industry-standard word count benchmarks based on your specific content intent. It tells you if your copy is too short, just right, or way too long for formats like micro-copy, landing pages, or blog posts.

## Overview
- **Category:** seo
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_QVslDpDcBHqKKjU8huyB8sZdkPc0XRbAFs0TmiZh/ai-agent-connect
- **Tags:** word-count, seo-optimization, copywriting, content-analysis, text-metrics

## Description

Imagine you're finishing a landing page and you're not sure if the copy is hitting the right length to keep readers engaged without feeling like a wall of text. Or maybe you're drafting a pillar blog post and need to know if you've actually provided enough depth to rank well. This Connector takes the guesswork out of content auditing. It looks at your specific goals—like whether you're writing a quick social media blurb or an in-depth guide—and compares your draft against established industry standards. You can quickly check if your micro-copy is too wordy for a button or if your long-form content is falling short of the required depth. It's a huge time saver for content teams who need to maintain consistency across different platforms. By adding this to your toolkit via Vinkius, you can ensure every piece of copy hits the sweet spot for your audience. Instead of manually counting words and cross-referencing style guides, your agent handles the heavy lifting, giving you instant feedback on whether your writing meets the target.

## Tools

### list_supported_intents
Provides a full list of content categories that the scorer can analyze. It helps you see what types of content you can check.

### analyze_content_compliance
Checks if your text meets the specific word count requirements for its intended purpose. It gives you a clear status on your draft's length.

### get_type_thresholds
Retrieves the minimum and maximum word count targets for any given content type. Use this to see the exact benchmarks.

## Prompt Examples

**Prompt:** 
```
Is this description too long for a standard product page?
```

**Response:** 
```
The text you provided is 245 words. For a standard product description, the optimal range is usually 150 to 250 words. 

**Status:** Optimal

Your copy fits perfectly within the benchmark for this category.
```

**Prompt:** 
```
What are the limits for a pillar blog post?
```

**Response:** 
```
For **Pillar Blog Posts**, here are the industry-standard benchmarks:

*   **Minimum:** 1,000 words
*   **Maximum:** 3,000 words

If your content falls below 1,000 words, it may be flagged as 'Below' for this intent.
```

**Prompt:** 
```
Is this micro-copy okay for a button?
```

**Response:** 
```
The text is 12 words long. For **Micro-copy**, this is flagged as **Excessive**.

**Recommendation:**
Try to keep button labels under 5 words to ensure they don't break the UI layout.
```

## Capabilities

### Check content length compliance
Get an instant status on whether your text is below, optimal, or excessive for its category.

### Retrieve word count thresholds
Get the specific minimum and maximum word targets for any content type.

### List all supported content types
See every content category the scorer can analyze to plan your audit.

### Audit micro-copy length
Verify that your UI strings and buttons stay concise and readable.

### Verify blog post depth
Ensure long-form content meets the required length to satisfy SEO goals.

### Analyze landing page word counts
Check if your landing page copy is hitting the right balance for conversion.

## Use Cases

### Fitting micro-copy into UI buttons
A UX writer wants to make sure a button label isn't too long. They ask their agent to check the text using analyze_content_compliance to ensure it stays under the limit.

### Checking blog post depth for SEO
An SEO lead wants to check if a new blog post is deep enough for a pillar page. They use get_type_thresholds to see the target and verify the draft.

### Auditing landing page descriptions
A copywriter needs to see if a landing page description hits the optimal range. They ask their agent to run analyze_content_compliance on the draft.

### Planning a content audit
A content manager wants to see all supported categories to plan a site-wide audit. They use list_supported_intents to see what they can check.

## Benefits

- Stop guessing word counts by using get_type_thresholds to see exact targets for every format.
- Ensure micro-copy is concise with analyze_content_compliance checking for excessive labels.
- Identify thin content quickly to improve SEO rankings across your entire site.
- Maintain brand consistency across different content types like pillar posts and descriptions.
- Save hours of manual auditing by letting your agent check multiple pages at once.

## How It Works

The bottom line is that you get instant, objective feedback on whether your copy fits the intended format.

1. Select a content type from the list of supported intents.
2. Provide your draft text to your agent for analysis.
3. Get a clear status on whether your copy is below, optimal, or excessive.

## Frequently Asked Questions

**How does Content Length Scorer help with my SEO?**
It helps you ensure your content isn't flagged as 'thin' by search engines. By checking your blog posts against pillar content benchmarks, you can make sure you're providing enough depth to rank well.

**Can I use Content Length Scorer for micro-copy?**
Yes, it's perfect for that. It helps you verify that short strings like button labels, tooltips, and navigation items stay within the optimal word count for UI design.

**What kind of content types does Content Length Scorer support?**
It supports a wide range of categories including micro-copy, standard descriptions, landing pages, and long-form pillar blog posts.

**How does Content Length Scorer determine if my text is Optimal?**
It compares your word count against a database of industry-standard benchmarks for specific content types. It then tells you if your draft is below, optimal, or excessive for that specific goal.

**Can I check multiple types of content at once?**
You can use your agent to run checks on different pieces of content sequentially. Just tell your agent which content type to use for each specific draft you want to verify.

**Is Content Length Scorer good for long-form blog posts?**
Yes, it's specifically designed to help you identify if long-form content meets the required depth for pillar pages or other high-authority content types.

**How does the compliance check work?**
The `analyze_content_compliance` tool counts every individual word in your provided text and compares that total against predefined minimum and maximum thresholds for the chosen content type.

**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.

**Can I see the specific word count targets?**
Yes, use the `get_type_thresholds` tool by providing a content type to retrieve the exact minimum and maximum word count boundaries for that category.