SkinKnowledgeBase Skincare Question and Answer MCP

Search public SkinKnowledgeBase content. Required input: query string. Optional inputs: entity_type (Question, Concern, Ingredient, Product, SideEffect, Source), deprecated type alias, limit 1-50, and cursor. Returns compact ranked public results with canonical URLs, snippets, matched fields, scores

Fetch one public SkinKnowledgeBase resource. Required input: id, which may be a canonical SKB URL, public comparison URL, entity ULID, slug, or accepted comparison-page identifier. Returns public read-only text and structured data such as title, canonical URL, entity type, evidence sources, product

Search published public SkinKnowledgeBase Question pages. Required input: query string. Optional inputs: filters for concern, ingredient, product, or side_effect; limit 1-25; cursor. Returns public question search results with identifiers and canonical URLs for follow-up retrieval.

Fetch a public SkinKnowledgeBase Question bundle. Required input: slug_or_id, accepting a question slug or ULID. Optional booleans include include_sources, include_products, and include_validation_summary. Returns the public question answer structure and requested linked public context.

Fetch one public SkinKnowledgeBase entity. Required inputs: type (Question, Concern, Ingredient, Product, SideEffect, or Source) and slug_or_id (entity slug or ULID). Returns public entity details, canonical URL, text, and linked source/context fields where available.

Search public SkinKnowledgeBase entities. Required input: query string. Optional inputs: type (Question, Concern, Ingredient, Product, SideEffect, Source), limit 1-25, and cursor. Returns matching public entities with slugs/IDs and canonical URLs.

Return public supporting product context for one eligible SkinKnowledgeBase Question. Required input: slug_or_id, accepting a question slug or ULID. Returns at most two relevant products with public fit/caveat context; it does not purchase, recommend as medical advice, or modify anything.

Deprecated read-only alias for get_ranked_products_for_question. Required input: slug_or_id, accepting a question slug or ULID. Returns the same public supporting product context, capped at two products, without modifying anything.

Return public Source entities cited by one SkinKnowledgeBase Question. Required input: slug_or_id, accepting a question slug or ULID. Returns source records and canonical URLs used to support the public question page.

List public SkinKnowledgeBase entities. Optional input: entity_type (Question, Concern, Ingredient, Product, SideEffect, or Source). Returns published MCP-eligible entity identifiers and metadata for discovery; it does not expose drafts or private/internal data.