# Number Compression Calculator AI Agent Connect

> Analyze text to calculate potential token savings by rounding large numbers.

## Overview
- **Category:** utilities
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_KvRwDmKODYAfxVwYfmiBJN3Mpq2F9epJMpQM8Zvv/ai-agent-connect
- **Tags:** numbers, compression, tokens, optimization, text-analysis

## Description

This MCP server provides tools to analyze text for numerical data and estimate how much space can be saved in LLM contexts. By using `analyze_number_compression`, you can determine how rounding large numbers (those > 1000) to two significant digits reduces character counts and estimated tokens. It also includes `get_number_statistics` for raw density analysis and `validate_text_format` for quick numeric presence checks.

## Tools

### analyze_number_compression


### get_number_statistics


### validate_text_format


## Prompt Examples

**Prompt:** 
```
How much can I save by compressing this text: 'The budget is 12345 and the cost is 67890.'
```

**Response:** 
```
By rounding the numbers, you can save 4 characters and approximately 1.33 tokens.
```

**Prompt:** 
```
Check if this text has any numbers: 'Hello world'
```

**Response:** 
```
No numbers were detected in the provided text.
```

**Prompt:** 
```
Give me the raw statistics for: 'There are 500 items and 2500 units.'
```

**Response:** 
```
Detected 2 numbers with a total of 7 characters, estimating 2.33 tokens.
```

## Frequently Asked Questions

**How does the compression calculation work?**
The tool identifies numbers greater than 1000 and rounds them to two significant digits. It then calculates the difference in character length and estimates token savings using a divisor of 3.

**What is the difference between the analysis tools?**
Use `analyze_number_compression` for optimization metrics, `get_number_statistics` for raw character and token counts, and `validate_text_format` to simply check if numbers exist in the text.

**Can I use this with Claude Desktop?**
Yes, this MCP server can be connected to Claude Desktop, Cursor, VS Code, Windsurf, and any other MCP-compatible client via Vinkius Edge.