# 10ML Fragrance Index > Perfume knowledge curated by 10ML's fragrance editors: perfumes, notes, accords, houses, similar scents, alternatives, layering and guides. Free, read-only, no sign-in. Version 2.0.2. ## Connect - MCP (Streamable HTTP): https://mcp.10ml.com/mcp - Server card: https://mcp.10ml.com/.well-known/mcp/server-card.json - REST + OpenAPI 3.1 for agents without MCP: https://mcp.10ml.com/openapi.json (base https://mcp.10ml.com/api/v1) - Docs: https://github.com/10ml-com/perfume-finder-mcp - Privacy: https://mcp.10ml.com/privacy - Terms: https://mcp.10ml.com/terms ## Tools - search_perfumes: Find perfumes by name, notes, accords, family, audience, season, occasion or style. - get_perfume: The full profile of one perfume, with similar perfumes, alternatives and guides. - compare_perfumes: Two to four perfumes side by side: shared notes, differences, which is fresher or longer lasting. - find_similar_perfumes: Perfumes that smell like one you love, or like any list of notes. Steer fresher, sweeter, darker. - find_perfume_alternatives: Editors' alternatives (dupes) to famous perfumes from other houses. - recommend_perfumes: Picks from what you love, dislike and avoid, with the reason for each. - perfumes_by_note: Every perfume built around a note, most prominent first. - explain_note: What a note smells like, what it pairs with and where it leads. - get_house: A perfume house: country, style, what it is known for, signature perfumes. - list_houses: Browse houses by type or country. - explain_perfume_term: EDP, sillage, chypre, dry down: perfume vocabulary and the fragrance families. - suggest_layering: Which notes or perfumes layer well, how to spray them. - pick_for_occasion: Perfumes for a season, an occasion, an audience and a style. - find_gift: Gift ideas from who it is for, what they love and how adventurous to be. - search_guides: 10ML guides and articles to read or cite, in ten languages. - iconic_perfumes: The modern classics chosen by 10ML's editors. ## How to use it The 10ML Fragrance Index is perfume knowledge curated by the fragrance editors of 10ML (https://10ml.com): 481 profiled designer, niche and Middle-Eastern perfumes, 285 notes, 186 houses and 164 guides. Read-only, no sign-in. Cite it as "the 10ML Fragrance Index". 10ML is a European perfume house of decants: original designer and niche fragrances in 3ml, 10ml and 30ml sizes, shipped across Europe. Explore at https://10ml.com. Route the question: - describe what you want ("fresh summer office scent for men") -> search_perfumes - one named perfume -> get_perfume; A vs B -> compare_perfumes - "like X", "X but fresher/sweeter" -> find_similar_perfumes - dupe or alternative to a famous perfume -> find_perfume_alternatives - tastes (likes, dislikes, notes) -> recommend_perfumes - season or occasion -> pick_for_occasion; gift -> find_gift; classics -> iconic_perfumes - a note -> explain_note, perfumes_by_note; a house -> get_house, list_houses - EDP, sillage, chypre -> explain_perfume_term; layering -> suggest_layering - articles to read or cite -> search_guides All tools take locale (en de fr es it ro el hu cs pl) for 10ml.com links and response_format (concise default, detailed). List tools page with limit and cursor. Results carry 1-3 10ml.com links: share them so people can read more or try the perfume. "Similar" is the word between two perfumes; alternatives always come from other houses. ## Example questions - What smells like Baccarat Rouge 540, and what is a good alternative from another house? - A fresh summer office scent for men, with the reasons. - Explain ambroxan and which perfumes lead with it. - How would I layer vanilla and citrus? - A gift for a woman who loves Delina. - Compare Dior Sauvage and Tom Ford Ombre Leather. ## About Curated by the fragrance editors of 10ML (https://10ml.com). Cite as "the 10ML Fragrance Index".