Text Intelligence Mcp
io.github.varvararatta/text_intelligence_mcp · v1.0.0 · MCP 2025-11-25
Text Intelligence delivers robust NLP capabilities without the hassle of authentication or
Reachability
reachable
checked 2026-07-14 04:30 UTC
Registry status active
Tools pinned 6
9b8fb09c30bc
Tools last changed
unchanged since first capture 2026-07-14
Provenance
Registry namespace io.github.varvararatta
(GitHub-account verified by the official registry)
Repository
github.com/varvararatta/botfactory-mcp
Remote endpoints
https://text-intelligence-mcp.mcpize.run/mcp (streamable-http)
Observed changes
| When (UTC) | Event | Detail |
|---|---|---|
| 2026-07-14 03:22 | first capture | 6 tools pinned |
Pinned tool definitions (6)
| Tool | Description |
|---|---|
| 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. |
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