io.github.fasuizu-br/nlp-tools

up checked 2026-11-11T07:38:14.522Z

Unclaimed · Unverified

Publisher-provided title

NLP Tools - Sentiment, NER, Toxicity & Language Detection

Publisher-provided description

Toxicity, sentiment, NER, PII detection, and language identification tools

Summary by lookupd

Analyzes text for sentiment, toxicity, named entities, PII, and language, returning labels with confidence scores.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http nlp-tools https://apim-ai-apis.azure-api.net/mcp/nlp/mcp

Codex, remote (streamable-http)

codex mcp add nlp-tools --url https://apim-ai-apis.azure-api.net/mcp/nlp/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "nlp-tools": {
      "url": "https://apim-ai-apis.azure-api.net/mcp/nlp/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Publisher-provided text

analyze_toxicity Analyze text for toxic content. Returns scores for 6 categories: toxic, severe_toxic, obscene, threat, insult, identity_hate. Each score is 0.0-1.0. BERT-based
analyze_sentiment Analyze text sentiment. Returns positive/negative classification with confidence scores. DistilBERT-based with sub-10ms latency. Multiple domain-specific model
extract_entities Extract named entities (NER) from text. Identifies persons, organizations, locations, and miscellaneous entities with span offsets and confidence scores. BERT-
detect_pii Detect personally identifiable information (PII) in text. Finds emails, phone numbers, SSNs, credit cards, IP addresses, and person names. Optionally returns r
detect_language Detect the language of text. Supports 176 languages using fastText. Sub-1ms inference latency. Returns ISO 639-1 codes with confidence scores. Args: text:
check_nlp_service Check health status of NLP API services and loaded models. Returns: dict with keys: - status (str): 'healthy' or error state - models (dict

Shows this live status and links here; updates hourly.

[![lookupd status](https://lookupd.com/badge/io.github.fasuizu-br/nlp-tools.svg)](https://lookupd.com/servers/io.github.fasuizu-br/nlp-tools)