Text Intelligence Mcp
Text Intelligence delivers robust NLP capabilities without the hassle of authentication or
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What it can do
What data it sees
Do you need an account
No: the server works without sign-in
Text Intelligence delivers robust NLP capabilities without the hassle of authentication or
Server tool list (6)
Raw names from tools/list. Only developers need these.
| 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. |