Text Intelligence Mcp
Text Intelligence delivers robust NLP capabilities without the hassle of authentication or
| Endpoint | https://text-intelligence-mcp.mcpize.run/mcp (streamable-http) |
|---|---|
| Registry version | 1.0.0 |
| Now | 6 tools · grade A (100) · pin ts_2a4a54f31f012f94ce02b9bd79c68858 · protocol 2025-06-18 |
| First / last listed | 2026-11-13 01:12 UTC / 2026-11-13 01:12 UTC |
| Grade over time | 2026-11-13: A (100), 6 tools |
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Tools: detect_language analyze_sentiment extract_keywords find_duplicates summarize_text health_check
detect_language | Detect language of text using character frequency analysis.
Returns: {language, confidence, method} params: text* |
analyze_sentiment | Analyze sentiment of text (positive/negative/neutral).
Returns: {score, label, confidence} params: text* |
extract_keywords | Extract top keywords from text using TF scoring.
Returns: {keywords: [{word, score}], total_words} params: text*, top_n |
find_duplicates | Find duplicate or near-duplicate texts using Jaccard similarity.
Returns: {duplicates: [{text1_idx, text2_idx, similarity}]} params: texts*, threshold |
summarize_text | Extractive summarization — picks most important sentences.
Returns: {summary, sentences_used, original_length} params: text*, max_sentences |
health_check | Server health check. params: none |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.