io.github.varvararatta/text_intelligence_mcp

Text Intelligence Mcp

Text Intelligence delivers robust NLP capabilities without the hassle of authentication or

1.0.0
Version
remote
Transport
6
Tools

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  • tools: 6 tools scanned
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Tools (6)

  • detect_language

    Detect language of text using character frequency analysis. Returns: {language, confidence, method}

  • analyze_sentiment

    Analyze sentiment of text (positive/negative/neutral). Returns: {score, label, confidence}

  • extract_keywords

    Extract top keywords from text using TF scoring. Returns: {keywords: [{word, score}], total_words}

  • find_duplicates

    Find duplicate or near-duplicate texts using Jaccard similarity. Returns: {duplicates: [{text1_idx, text2_idx, similarity}]}

  • summarize_text

    Extractive summarization — picks most important sentences. Returns: {summary, sentences_used, original_length}

  • health_check

    Server health check.