# Whitespace Reduction Calculator AI Agent Connect

> Analyze and quantify whitespace reduction impact.

## Overview
- **Category:** developer-tools
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_GysQQpTW0Z8ZGEXCwuVFMPUKAyEjP7Pr9uTIe1hj/ai-agent-connect
- **Tags:** whitespace, text-analysis, compression, optimization, text-cleaning

## Description

This MCP server provides precise tools for auditing whitespace within text strings. Use `analyze_whitespace` to get a full breakdown of character counts, tokens, and compression ratios. You can also use `get_optimized_text` to generate a cleaned version of your text or `calculate_efficiency_metrics` to determine the mathematical impact of your reductions.

## Tools

### analyze_whitespace


### calculate_efficiency_metrics


### get_optimized_text


## Prompt Examples

**Prompt:** 
```
Analyze the whitespace in this text: 'Hello   world\t\n\nNext line'
```

**Response:** 
```
The analysis shows 7 total whitespace characters, including reducible tabs and multiple newlines.
```

**Prompt:** 
```
Give me the optimized version of 'Text with   too   many   spaces'.
```

**Response:** 
```
Text with too many spaces.
```

**Prompt:** 
```
Calculate the efficiency if the original length is 100 and reducible whitespace is 20.
```

**Response:** 
```
The compression ratio is 0.8 and the reduction percentage is 20%.
```

## Frequently Asked Questions

**What can this tool analyze?**
It analyzes spaces, tabs, and newlines to calculate compression ratios and reducible whitespace using `analyze_whitespace`.

**How do I get the cleaned text?**
You can use the `get_optimized_text` tool to receive the text with collapsed spaces and newlines.

**Does it support large text files?**
Yes, it is designed to process text strings for detailed whitespace auditing and efficiency calculations.