Fragrance & Perfume MCP (Noteboxd)

Open the Noteboxd app UI in ChatGPT. Call with no arguments to show the home screen (trending fragrances), with `query` to run a fragrance search inside the app, or with `fragrance` (slug or UUID) to show a fragrance profile. The app renders the returned result; keep the chat reply to one short line.

Search and filter the Noteboxd fragrance encyclopedia. Requires a query or at least one filter — the full catalogue cannot be listed. Tip: The `q` parameter searches fragrance names OR brand names independently. For best results with a known brand, use the `brand` slug filter instead of including the brand name in `q`. Examples: - "Find woody fragrances above 8/10 from the 2010s" → note='woody'

Get the full profile for a single fragrance by UUID or slug (e.g. 'tom-ford/oud-wood'). Returns notes pyramid, accords, FOTW classification, perfumer, community score, and more. See also: `fragrance_similar` for fragrances with similar accord profiles · `fragrance_get_reviews` for community reviews · `fragrance_get_wearing_stats` for when people wear it.

Get paginated community reviews for a fragrance. Sort by helpfulness, recency, or score. See also: `fragrance_get` for the fragrance's full profile · `fragrance_get_wearing_stats` for aggregate wearing data.

Aggregate wearing statistics for a fragrance — when people wear it, in what seasons, and mood tags. Free tier sees total check-ins only; Pro sees full breakdowns. See also: `fragrance_get` for full profile · `fragrance_similar` for alternatives with similar profiles.

Get a brand profile (name, country, founded, description) and its top fragrances. Use the brand slug, e.g. 'maison-francis-kurkdjian'. See also: `fragrance_search` with the `brand` filter to get the full paginated catalogue for this brand · `perfumer_get` if the brand has a known house perfumer.

Get a perfumer's profile (bio, country, house affiliation) and their top fragrances by community score. See also: `fragrance_search` to find more fragrances by this perfumer · `brand_get` if you want the brand they work for.

Get a note's profile (family, description, origin, extraction method) and top fragrances featuring it, sorted by community score. Use the note slug, e.g. 'oud', 'bergamot', 'iris'. See also: `notes_list` to browse all notes by family/popularity · `fragrance_search` with the `note` filter to find fragrances featuring this note.

Compare two fragrances head-to-head — shared vs. distinct notes/accords/families, community and critic scores, audience, and an AI-written synthesis (shared character, differences, who each suits). Public, cached 7 days per pair. See also: `fragrance_get` for full profiles · `fragrance_similar` for alternatives.

Get a concise AI-generated digest summarizing a fragrance's community reviews — key themes, consensus, and standout opinions. Public, cached per fragrance. See also: `fragrance_get_reviews` for individual reviews · `fragrance_get` for full profile.

Universal search across all Noteboxd entities — fragrances, brands, notes, perfumers, and collections — in a single call. Best for quick lookups and vague queries. Examples: - "Jacques Polge" → returns the perfumer - "oud" → returns the note, plus top oud fragrances - "Bleu" → returns Bleu de Chanel, Bleu de Dior, etc. See also: `fragrance_search` for advanced fragrance-only filtering (by note,

What's trending on Noteboxd right now — top search queries, highest-rated fragrances, and most popular notes. No parameters needed. See also: `charts_list` for full ranking leaderboards · `fragrance_search` to explore specific categories.

Find fragrances with similar accord profiles to a given fragrance. Returns ranked alternatives based on shared accords and character. See also: `fragrance_get` for the source fragrance's full profile · `fragrance_search` with note/accord filters for manual exploration.

List all available Noteboxd chart rankings (e.g. top-rated, trending, top by brand). Returns chart names and summary stats. See also: `chart_get` with a chart slug to see the full leaderboard · `trending` for a quick snapshot of what's hot.

Get a specific chart leaderboard by slug (e.g. 'top-rated', 'trending', 'top-rated-brand-chanel'). Returns ranked fragrances with scores and movement. See also: `charts_list` to see all available charts · `fragrance_get` for the full profile of any fragrance on the chart.

Browse fragrance notes — filter by family (e.g. 'woody', 'floral', 'citrus') and sort by popularity or name. Returns note names, families, colours, and fragrance counts. See also: `note_explore` for a single note's full profile and top fragrances · `fragrance_search` with the `note` filter to find fragrances featuring a specific note.

Get personalized fragrance recommendations based on your taste profile. Optional natural-language prompt to guide results (e.g. 'something fresh for summer'). Requires Pro. See also: `ai_wear_today` for what to wear right now · `user_get_cabinet` for your collection.

What should I wear today? Picks from your owned cabinet (CURRENT status only) based on optional prompt/weather. Returns nothing if your cabinet is empty. Requires Pro. See also: `ai_recommend` for discovery beyond your cabinet · `user_get_cabinet` for your full collection.

Generate a curated fragrance collection from a natural-language prompt (e.g. 'office-safe designer scents under $100', 'niche oud masterpieces'). Returns 5–25 grounded picks with rationale. Requires Pro. See also: `ai_recommend` for personalized picks · `fragrance_search` for manual filtering.

Get your fragrance cabinet — fragrances you own, have tried, or finished. Requires a Pro account. See also: `fragrance_get` for full details on any fragrance in your cabinet · `fragrance_similar` to find alternatives to your favourites · `user_get_wishlist` for fragrances you want to try.

Get your fragrance wishlist. Requires a Pro account. See also: `fragrance_get` for full details on any wishlist fragrance · `user_get_cabinet` for fragrances you already own.

Get your collections (fragrance lists). Optionally pass a collectionId to see its items. Requires a Pro account. See also: `fragrance_get` for full details on any fragrance in a collection.

Get reviews you've written, or reviews you found helpful. Requires a Pro account. See also: `fragrance_get_reviews` for community reviews on a specific fragrance.

Get your wearing check-in history over time. Requires a Pro account. See also: `fragrance_get_wearing_stats` for aggregate community wearing data on a specific fragrance.

Get a user's public taste profile — their top notes, accords, and families derived from their collection and reviews. No LLM call, deterministic. See also: `user_taste_compare` for compatibility between two users.

Get your AI-generated taste profile summary — a natural-language description of your fragrance preferences based on your cabinet, reviews, and likes. Requires Pro. See also: `user_taste_public` for the deterministic breakdown · `user_taste_compare` for compatibility.

Compare your taste with another user — compatibility score, shared and divergent notes/accords/families, and an optional AI overview. Requires Pro for the overview. See also: `user_taste_public` for a user's top preferences · `user_taste_summary` for your own summary.