botfactory-mcp
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io.github.varvararatta/text_intelligence_mcp
Official6 toolsby varvararatta
Text Intelligence Mcp
Text Intelligence delivers robust NLP capabilities without the hassle of authentication or
Provides NLP capabilities for text analysis and processing without authentication requirements.
Captured live from the server via tools/list.
detect_language
Detect language of text using character frequency analysis. Returns: {language, confidence, method}
Parameters (1)
- textstringrequired
analyze_sentiment
Analyze sentiment of text (positive/negative/neutral). Returns: {score, label, confidence}
Parameters (1)
- textstringrequired
extract_keywords
Extract top keywords from text using TF scoring. Returns: {keywords: [{word, score}], total_words}
Parameters (2)
- textstringrequired
- top_ninteger
find_duplicates
Find duplicate or near-duplicate texts using Jaccard similarity. Returns: {duplicates: [{text1_idx, text2_idx, similarity}]}
Parameters (2)
- textsarrayrequired
- thresholdnumber
summarize_text
Extractive summarization — picks most important sentences. Returns: {summary, sentences_used, original_length}
Parameters (2)
- textstringrequired
- max_sentencesinteger
health_check
Server health check.
No parameters.
Install
claude_desktop_config.json
{
"mcpServers": {
"text_intelligence_mcp": {
"command": "npx",
"args": [
"-y",
"mcp-remote",
"https://text-intelligence-mcp.mcpize.run/mcp"
]
}
}
}Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.