MCP For Claude Marketplace
Repetition Pattern Detector

Repetition Pattern Detector MCP Connector for Claude

A+

Detects redundant linguistic patterns and calculates text compression metrics.

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

This MCP server provides deterministic tools to identify recurring sequences of words within any text. By analyzing 3-gram phrases, it identifies structural redundancy and provides actionable metrics like repetition ratios and theoretical compression gains. Use analyze_text_repetition for a deep dive into redundancy, get_repetition_summary for a high-level overview, or check_repetition_threshold to verify if a text exceeds specific redundancy limits.

repetitionnlptext-analysiscompressionredundancy

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

analyze_text_repetition

Identifies repeating three-word sequences and calculates all redundancy and compression metrics

check_repetition_threshold

Answers if the text exceeds a specific redundancy limit

get_repetition_summary

Provides a high-level overview of text redundancy without the granular token counts

See how to talk to your AI agent using Repetition Pattern Detector.

Analyze this text for repetitions: 'The quick brown fox jumps over the lazy dog. The quick brown fox jumps over the lazy dog.'

phraseCount: 10, repeatedPhrasesCount: 1, repetitionRatio: 0.1, tokensInRepetitions: 3, tokensSavedIfDeduped: 3, compressionRatio: 0.15

Give me a quick summary of the redundancy in: 'Redundancy is bad. Redundancy is bad. Redundancy is bad.'

phraseCount: 3, repeatedPhrasesCount: 1, repetitionRatio: 0.33

Is the repetition ratio of 'Hello world hello world' above 0.2?

isAboveThreshold: true, repetitionRatio: 0.33

A phrase is defined as a sequence of exactly three consecutive words that appears two or more times in the text.

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