NLP Tools - Sentiment, NER, Toxicity & Language Detection
Server Details
Toxicity, sentiment, NER, PII detection, and language identification tools
- Status
- Unhealthy
- Last Tested
- Transport
- Streamable HTTP
- URL
- Repository
- fasuizu-br/speech-ai-examples
- GitHub Stars
- 0
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Tool Definition Quality
Average 4/5 across 6 of 6 tools scored.
Each tool has a clearly distinct purpose with no overlap: sentiment analysis, toxicity detection, service health check, language detection, PII detection, and named entity extraction. The descriptions clearly differentiate their domains and outputs, making misselection unlikely.
The naming follows a consistent verb_noun pattern (analyze_sentiment, analyze_toxicity, detect_language, detect_pii, extract_entities) with one minor deviation (check_nlp_service uses 'check' instead of a more specific verb, but it still fits the pattern). Overall, the naming is predictable and readable.
With 6 tools, the server is well-scoped for NLP tasks covering sentiment, toxicity, language, PII, NER, and service health. Each tool earns its place without feeling bloated or sparse, providing a focused set of capabilities.
The toolset covers key NLP domains (sentiment, toxicity, language, PII, NER) with a health check, but there are minor gaps such as missing text summarization or translation tools that might be expected in a broader NLP toolkit. However, the provided tools are comprehensive for their stated purposes.
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{
"$schema": "https://glama.ai/mcp/schemas/connector.json",
"maintainers": [{ "email": "your-email@example.com" }]
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The connector status is unhealthy when Glama is unable to successfully connect to the server. This can happen for several reasons:
The server is experiencing an outage
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