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External endpointresponds

NLP Tools - Toxicity, Sentiment, NER, PII, Language Detection

NLP tools: toxicity, sentiment, NER, PII detection, language ID. CPU-optimized ONNX.

Endpoint URL
https://nlp-mcp.thankfulfield-a7857897.eastus.azurecontainerapps.io/mcp
Current status
responds
Last checked
Aug 17, 2026, 05:06 AM UTC
Check
MCP initialize · 8s limit
Latency
402 ms
Response record
4 of 4 rounds
Transport
streamable-http
Source
mcp_registry
Registry name
io.github.fasuizu-br/nlp-tools

Current 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
Instructions excerpt

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, 05:06 AM UTC.

Check history

Oldest to newest. Each row is one recorded check.

  1. responds
    MCP initialize · 8s limit · HTTP 200 · 190ms
  2. responds
    MCP initialize · 8s limit · HTTP 200 · 228ms
  3. responds
    MCP initialize · 8s limit · HTTP 200 · 211ms
  4. responds
    MCP initialize · 8s limit · HTTP 200 · 402ms
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