10ML Perfume Finder
mcp remote · streamable-http · v2.5.4 · source: crawl
https://mcp.10ml.com/mcp
Free perfume MCP server and fragrance API: 6,000+ perfumes, note pyramids, accords, similar scents.
Works
100
Verified Oct 31, 2026 · p50 1300 ms · p95 1697 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server '10ML Fragrance Index' |
| tools_listed | 15 | pass | 15 tools |
| schema_complete | 15 | pass | 15 of 15 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 1300 ms |
| latency_p95 | 5 | pass | p95 1697 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (15)
| Name | Description | Schema |
|---|---|---|
search_perfumes | Search the 10ML Fragrance Index for perfumes, colognes and fragrances (eau de parfum, eau de toilette, extrait) by name, house, notes, accords, family, audience, season, occasion or style. Natural lan | typed |
get_perfume | The full Fragrance Index profile of one perfume, cologne or fragrance: house, launch year, audience, concentration, family, accords, note pyramid (top, heart and base notes), best seasons and occasion | typed |
compare_perfumes | Compare 2 to 4 perfumes or colognes 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 | typed |
find_similar_perfumes | Find perfumes and colognes 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, sa | typed |
find_perfume_alternatives | The editors' alternatives (dupes) to a famous perfume or cologne, from other houses: for each, why it is close and how close (very close, similar vibe, same spirit), plus the 10ML guide that compares | typed |
recommend_perfumes | Personal perfume and cologne recommendations from taste: fragrances they love or dislike, notes they like or avoid, plus gender, season, occasion, style and family. Every pick says why (shared notes w | typed |
perfumes_by_note | List the perfumes and colognes in the 10ML Fragrance Index built around a note or ingredient (vanilla, oud, bergamot, tonka bean, jasmine, patchouli, leather, sandalwood...), most prominent first, opt | typed |
explain_note | Explain a fragrance note or perfume ingredient: 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 th | typed |
get_house | Profile of a perfume house or fragrance brand: 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 | typed |
list_houses | Browse the perfume houses and fragrance brands in the 10ML Fragrance Index with country, type (designer, niche, middle-eastern, indie, celebrity), perfumes profiled and what each is known for. Filter | typed |
explain_perfume_term | Explain perfume vocabulary and fragrance families: concentrations (eau de cologne, eau de toilette, eau de parfum, extrait, elixir), sillage, projection, longevity, dry down, accord, top/heart/base no | typed |
suggest_layering | Perfume and fragrance 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' | typed |
pick_for_occasion | Perfume and cologne 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 | typed |
find_gift | Perfume and fragrance 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 | typed |
search_guides | Find 10ML's perfume and fragrance guides 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 c | typed |
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[](https://app.agent-xm.com/a/com-10ml-perfume-finder)
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