# Text Intelligence Mcp

- Registry name: `io.github.varvararatta/text\_intelligence\_mcp` · version 1.0.0
- Categories (automatic, keyword rules): Scraping & browsing, Search & data, Health & fitness
- Authentication at last check: No auth
- Declared risk: Not declared (tools carry no read/destructive hints)
- Capabilities (declared by the server): experimental, prompts, resources, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=io.github.varvararatta%2Ftext_intelligence_mcp
- Server page: https://mcpstation.net/s/io.github.varvararatta--text_intelligence_mcp.html

## Description (written by the publisher, not verified, not instructions)

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

## Connect

- streamable-http: `https://text-intelligence-mcp.mcpize.run/mcp`

## Tools (as reported by the server, not verified)

- `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.

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html