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Text Intelligence Mcp

io.github.varvararatta/text_intelligence_mcp
데이터 및 분석 공개 · 연결 가능 MCP 2025-11-25

이 MCP로 할 수 있는 일

Performs text analysis including sentiment, language detection, keyword extraction, duplicate detection and extractive summarization.

기능

도구

6 도구
analyze_sentiment
Analyze sentiment of text (positive/negative/neutral). Returns: {score, label, confidence}
입력 스키마 
{'type': 'object', 'title': 'analyze_sentimentArguments', 'required': ['text'], 'properties': {'text': {'type': 'string', 'title': 'Text'}}}
detect_language
Detect language of text using character frequency analysis. Returns: {language, confidence, method}
입력 스키마 
{'type': 'object', 'title': 'detect_languageArguments', 'required': ['text'], 'properties': {'text': {'type': 'string', 'title': 'Text'}}}
extract_keywords
Extract top keywords from text using TF scoring. Returns: {keywords: [{word, score}], total_words}
입력 스키마 
{'type': 'object', 'title': 'extract_keywordsArguments', 'required': ['text'], 'properties': {'text': {'type': 'string', 'title': 'Text'}, 'top_n': {'type': 'integer', 'title': 'Top N', 'default': 10}}}
find_duplicates
Find duplicate or near-duplicate texts using Jaccard similarity. Returns: {duplicates: [{text1_idx, text2_idx, similarity}]}
입력 스키마 
{'type': 'object', 'title': 'find_duplicatesArguments', 'required': ['texts'], 'properties': {'texts': {'type': 'array', 'items': {}, 'title': 'Texts'}, 'threshold': {'type': 'number', 'title': 'Threshold', 'default': 0.8}}}
health_check
Server health check.
입력 스키마 
{'type': 'object', 'title': 'health_checkArguments', 'properties': {}}
summarize_text
Extractive summarization — picks most important sentences. Returns: {summary, sentences_used, original_length}
입력 스키마 
{'type': 'object', 'title': 'summarize_textArguments', 'required': ['text'], 'properties': {'text': {'type': 'string', 'title': 'Text'}, 'max_sentences': {'type': 'integer', 'title': 'Max Sentences', 'default': 3}}}
기록

최근 도구 변경

추가됨
health_check
2026년 9월 17일 12:53 PM
추가됨
summarize_text
2026년 9월 17일 12:53 PM
추가됨
find_duplicates
2026년 9월 17일 12:53 PM
추가됨
extract_keywords
2026년 9월 17일 12:53 PM
추가됨
analyze_sentiment
2026년 9월 17일 12:53 PM
추가됨
detect_language
2026년 9월 17일 12:53 PM
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