An ingredient-based recommendation engine that identifies similar products using TF-IDF vectorization and scans ingredient lists for potential irritants. It enables users to perform NLP-based product matching and check for skin-sensitivity red flags within Claude.
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[](https://m8ven.ai/mcp/pserein-skincare-mcp-hzaccr)