10ML Perfume Finder
by 10ml.com MCP server in Work & productivity, indexed and not reviewed
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No score, grade or rank. This listing is facts from the official MCP registry and our own checks, and it stays out of the rankings until the panel reviews it.
Free perfume MCP server and fragrance API: 5,400+ perfumes, note pyramids, accords, similar scents.
Facts
- MCP registry
com.10ml/perfume-finder· 2.4.0- Endpoint
https://mcp.10ml.com/mcp- Packages
npm@10ml/perfume-finder-mcp stdiopypiperfume-finder-mcp stdionpmperfume-mcp stdiopypiperfume-mcp stdio- Website
- mcp.10ml.com
- PyPI / week
- 173
- Registry entry
- updated 21 Oct 2026
From the official MCP registry, the package registries and our own checks. JSON · Markdown
Why it's listed
- It's published in the registry under 10ml.com, a namespace the registry only gives to whoever proves they control that domain.
Being indexed says nothing about quality, and nobody can pay for it. Is this yours? Ask for a review.
Tools it lists 15 · about 15,139 tokens of context · checked 13 hours ago
| Tool | What it does | Hint |
|---|---|---|
search_perfumesSearch perfumes | Search the 10ML Fragrance Index for perfumes by name, house, notes, accords, family, audience, season, occasion or style. Natural language works: 'fresh citrus summer scent for men' is understood. Set iconic to true for… | read-only |
get_perfumeGet perfume profile | The full Fragrance Index profile of one perfume: house, launch year, audience, family, accords, note pyramid (top, heart and base notes), best seasons and occasions, longevity, projection and perfumers (full profiles),… | read-only |
compare_perfumesCompare perfumes | Compare 2 to 4 perfumes side by side: notes they share, notes only one has, accords, family, audience, launch year, longevity and projection, plus plain-language differences ('A is fresher, B is sweeter and lasts… | read-only |
find_similar_perfumesFind similar perfumes | Find perfumes that smell like one the person already likes, ranked by shared notes, accords and style, each saying exactly what it shares and how close it is (very close, similar vibe, same spirit). Works from a perfume… | read-only |
find_perfume_alternativesFind perfume alternatives | The editors' alternatives (dupes) to a famous perfume from other houses: for each, why it is close and how close (very close, similar vibe, same spirit), plus the 10ML guide that compares them. Covers about 100 iconic… | read-only |
recommend_perfumesRecommend perfumes | Personal perfume recommendations from taste: perfumes they love or dislike, notes they like or avoid, plus gender, season, occasion, style and family. Every pick says why (shared notes with a loved perfume, a liked… | read-only |
perfumes_by_notePerfumes by note | List the perfumes in the 10ML Fragrance Index built around a note (vanilla, oud, bergamot, tonka bean, rose, iris, leather, sandalwood...), most prominent first, optionally only where the note sits in the top, heart or… | read-only |
explain_noteExplain a note | Explain a fragrance note: what it smells like, its family and mood, where it comes from, which notes it pairs with, similar notes, famous perfumes where it leads and a link to the 10ML note page or guide when one… | read-only |
get_houseGet perfume house | Profile of a perfume house: country, founded year, style (designer, niche, Middle Eastern, indie), what it is known for, its signature perfumes in the index and a link to explore it at 10ML. Understands nicknames (YSL,… | read-only |
list_housesList perfume houses | Browse the perfume houses in the 10ML Fragrance Index with country, type (designer, niche, middle-eastern, indie, celebrity), perfumes profiled and what each is known for. Filter by type, country or a name fragment. Use… | read-only |
explain_perfume_termExplain a perfume term | Explain perfume vocabulary and fragrance families: concentrations (EDC, EDT, EDP, extrait, elixir), sillage, projection, longevity, dry down, accord, top/heart/base notes, flanker, maceration, layering, niche vs… | read-only |
suggest_layeringSuggest perfume layering | Perfume layering ideas: which notes or perfumes combine well, what the combination smells like, how to spray (order, amount) and when it suits. Works from two notes ('vanilla and citrus'), one note (what it layers… | read-only |
pick_for_occasionPick perfumes for an occasion | Perfume picks for a moment: a season, an occasion (daytime, office, casual, evening, date night, special occasion), an audience and a style, each with the reason it fits. Use for 'a fresh summer office scent for men',… | read-only |
find_giftFind a perfume gift | Perfume gift ideas from who the gift is for: recipient (him, her or anyone), relationship, age range, perfumes or notes they already love, style, occasion and how adventurous to be. Each pick comes with the reason it… | read-only |
search_guidesSearch 10ML guides | Find 10ML's perfume guides and articles to read or cite: how-tos (where to spray, finding a signature scent, making perfume last), notes explained, house guides, lists, and alternatives guides that compare famous… | read-only |
What https://mcp.10ml.com/mcp answered to tools/list, asked without credentials over MCP 2025-11-25. The token figure is the size of the list as sent, divided by four; a model sees about that much before it calls anything. Full definitions, input schemas included, are in the listing's JSON under mcpTools.
How its tools read to an agent 0 errors · 2 warnings · 0 notes
- warnTC11find_gift1 parameter without a description: style
- warnTC14search_perfumesallowed values are in the description, not an enum: family
The checks from /check and anchor check, run each day on the list above: about 15,139 tokens of definitions. Not part of the score yet. Check your own server.
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