Back to search
100
MCP live MCP 2025-11-25 streamable-http

Text Intelligence Mcp

io.github.varvararatta/text_intelligence_mcp

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

Watch this dependency

Get before/after evidence when observed tools, schemas, authentication access, availability or the endpoint changes.

Inspect evidence and set up a watch Share public evidence report
Uptime
100.0%
5 direct probes · 30d
Response
4609ms
last probe
Tools
6
callable
Resources
0
readable
Prompts
0
available
Primary URL
https://text-intelligence-mcp.mcpize.run/mcp
Score: 100/100
Handshake verified by our own probe.
why this score
pass Answers the MCP handshake 50/50
The handshake and the list calls succeeded on the primary URL.
pass Lists tools, resources or prompts 30/30
6 tools, 0 resources, 0 prompts returned.
pass 3 or more catalogue items 10/10
6 items in total; 3 or more earns these points.
pass Describes itself 10/10
90 characters; more than 30 earns these points.

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.

How to use

Add to your Claude Desktop / Cursor / Cline MCP config:

{
  "mcpServers": {
    "text_intelligence_mcp": {
      "url": "https://text-intelligence-mcp.mcpize.run/mcp",
      "transport": "streamable-http"
    }
  }
}