NLP Tools - Sentiment, NER, Toxicity & Language Detection
Toxicity, sentiment, NER, PII detection, and language identification tools
https://apim-ai-apis.azure-api.net/mcp/nlp/mcpCurrent observation
This endpoint answered at its latest recorded check.
What this server reports about itself
Self-reported at initialize. Not verified by Licium.
- Server name
- brainiall-nlp
- Version
- 2.14.5
- Capability keys
- experimental, prompts, resources, tools, tasks
- Tool names
- analyze_toxicity, analyze_sentiment, extract_entities, detect_pii, detect_language, check_nlp_service
NLP API suite with 5 text analysis capabilities: 1. **Toxicity Detection** -- analyze_toxicity scores text for 6 harm categories. 2. **Sentiment Analysis** -- analyze_sentiment classifies positive/negative tone. 3. **Named Entity Recognition** -- extract_entities finds persons, orgs, locations. 4. **PII Detection** -- detect_pii finds and optionally redacts personal information. 5. **Language Detection** -- detect_language identifies language from 176 supported. All tools accept plain text and return structured JSON.
Reported Aug 17, 2026, 05:09 AM UTC.
Check history
Oldest to newest. Each row is one recorded check.
- respondsMCP initialize · 8s limit · HTTP 200 · 125ms
- respondsMCP initialize · 8s limit · HTTP 200 · 278ms
- respondsMCP initialize · 8s limit · HTTP 200 · 296ms
- respondsMCP initialize · 8s limit · HTTP 200 · 603ms