This is a paid sentiment analysis service that runs at $402 USDC and connects via SSE transport to a remote API endpoint. The repository itself is sparse, just configuration files and workflow setup, so you're essentially buying access to a hosted NLP service rather than running something locally. It promises sentiment scoring, emotion detection, confidence metrics, and key phrase extraction, which suggests it's wrapping a commercial text analysis API. You'd reach for this if you need Claude to evaluate customer feedback, social media posts, or survey responses and you're willing to pay for the convenience of not managing your own NLP infrastructure. The x402 pricing model is unusual for MCP servers, most of which are free and open source.
Public tool metadata for what this MCP can expose to an agent.
text_analyze_sentimentUse this when you need to determine the emotional tone and sentiment of text. Returns structured sentiment analysis with emotion breakdown and key drivers. 1. sentiment: overall sentiment label (posi1 paramsUse this when you need to determine the emotional tone and sentiment of text. Returns structured sentiment analysis with emotion breakdown and key drivers. 1. sentiment: overall sentiment label (posi
textstringtext_analyze_sentiment_batchUse this when you need to analyze sentiment of multiple texts at once (up to 20). Returns an array of individual sentiment results in one call. 1. results: array of sentiment objects, one per input t1 paramsUse this when you need to analyze sentiment of multiple texts at once (up to 20). Returns an array of individual sentiment results in one call. 1. results: array of sentiment objects, one per input t
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