MCP For Claude Marketplace
Compression Ratio Calculator

Compression Ratio Calculator MCP Connector for Claude

A+

A deterministic utility to evaluate text compression performance.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner
More Details Connect to Claude

This MCP server provides precise tools to quantify text compression effectiveness. Using the get_compression_metrics tool, you can calculate token counts, compression ratios, and savings percentages. It also includes summarize_efficiency_tier to categorize results into qualitative tiers like High Efficiency or Negative Compression, and validate_compression_integrity to ensure input validity.

compressiontokensmetricstext-analysisefficiency

3 tools expose this connector's capabilities to your AI agent.

summarize_efficiency_tier

Categorizes the effectiveness of the compression into human-readable qualitative tiers

get_compression_metrics

Calculates the full suite of compression statistics for a given pair of original and compressed text

validate_compression_integrity

Verifies if the provided compressed text is a valid representation of the original text's properties

See how to talk to your AI agent using Compression Ratio Calculator.

Calculate the compression metrics for original text 'Hello world' and compressed text 'Hlo wrd'.

The original tokens are 2.75, compressed tokens are 1.0, the compression ratio is 2.75, and you saved 1.75 tokens.

What is the efficiency tier for a compression ratio of 0.5?

The efficiency tier is Negative Compression.

Check if these texts are valid for compression analysis: original='abc', compressed='a'.

Yes, the compression integrity is valid.

Tokens are estimated by dividing the character length of the string by four.

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