Analyze text for toxicity, sentiment, named entities, PII, and language with a hosted NLP tools server. Built for developers integrating content moderation, entity extraction, and privacy detection into AI workflows.
io.github.fasuizu-br/nlp-tools
https://apim-ai-apis.azure-api.net/mcp/nlp/mcp
HTTP
No auth required
How models use it and what it is built for.
Analyze text for toxicity, sentiment, named entities, PII, and language with a hosted NLP tools server. Built for developers integrating content moderation, entity extraction, and privacy detection into AI workflows.
Hosted endpoint — paste into any MCP client.
Where to find authoritative docs and source for NLP Tools - Sentiment, NER, Toxicity & Language Detection.
Paste any of these into Agent Studio after connecting NLP Tools - Sentiment, NER, Toxicity & Language Detection.
Common questions about connecting and running NLP Tools - Sentiment, NER, Toxicity & Language Detection.
What NLP tasks does this server support?
It provides toxicity detection, sentiment analysis, named entity recognition (NER), personally identifiable information (PII) detection, and language identification. All tools are accessed via a single HTTP endpoint hosted on Azure.
How do I connect to the hosted endpoint?
The server is hosted at https://apim-ai-apis.azure-api.net/mcp/nlp/mcp and uses HTTP transport. Configure your MCP client to point to this endpoint; check the registry or documentation for required authentication headers or API keys.
Can I use this for real-time content moderation?
Yes, the toxicity and PII detection tools are designed for content moderation workflows. Sentiment and language identification can also enhance moderation pipelines by classifying and filtering text before further processing.
What format does the server expect for input?
The registry metadata does not specify input/output schemas. Refer to the hosted endpoint documentation or send a test request to determine the expected JSON structure for text and parameters.
Is there a self-hosted or on-premise option?
The registry lists only the Azure-hosted endpoint. For self-hosting or on-premise deployment options, check the project repository or contact the maintainer directly.
Connect NLP Tools - Sentiment, NER, Toxicity & Language Detection to Claude, GPT, Gemini, DeepSeek and 60+ AI models in MCP Agent Studio. Compare answers side-by-side, save reusable agent presets, share runs — all in your browser, no install required.
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