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Directory / 10ML Perfume Finder
10ML Perfume Finder
by mcp.10ml.com · https://mcp.10ml.com/mcp
Free perfume MCP server and fragrance API: 6,000+ perfumes, note pyramids, accords, similar scents.
12 of 12 checks · 28 Oct 2026
Is 10ML Perfume Finder MCP server safe?
- No hidden instructions were found in its tool descriptions.
- Its error messages showed no secrets or internal details.
- All 15 of its tools are labeled read-only.
- Overall it scored 91/100 on 28 Oct 2026.
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What it can do
15 tools, in the server's own words.
search_perfumesread-onlySearch the 10ML Fragrance Index for perfumes, colognes and fragrances (eau de parfum, eau de toilette, extrait) by name, house, notes, accords, family, audienc…
get_perfumeread-onlyThe full Fragrance Index profile of one perfume, cologne or fragrance: house, launch year, audience, concentration, family, accords, note pyramid (top, heart a…
compare_perfumesread-onlyCompare 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 …
find_similar_perfumesread-onlyFind 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 …
find_perfume_alternativesread-onlyThe 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 sp…
recommend_perfumesread-onlyPersonal perfume and cologne recommendations from taste: fragrances they love or dislike, notes they like or avoid, plus gender, season, occasion, style and fa…
perfumes_by_noteread-onlyList the perfumes and colognes in the 10ML Fragrance Index built around a note or ingredient (vanilla, oud, bergamot, tonka bean, jasmine, patchouli, leather, …
explain_noteread-onlyExplain 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…
get_houseread-onlyProfile of a perfume house or fragrance brand: country, founded year, style (designer, niche, Middle Eastern, indie), what it is known for, its signature perfu…
list_housesread-onlyBrowse the perfume houses and fragrance brands in the 10ML Fragrance Index with country, type (designer, niche, middle-eastern, indie, celebrity), perfumes pro…
explain_perfume_termread-onlyExplain perfume vocabulary and fragrance families: concentrations (eau de cologne, eau de toilette, eau de parfum, extrait, elixir), sillage, projection, longe…
suggest_layeringread-onlyPerfume and fragrance layering ideas: which notes or perfumes combine well, what the combination smells like, how to spray (order, amount) and when it suits.
pick_for_occasionread-onlyPerfume and cologne picks for a moment: a season, an occasion (daytime, office, casual, evening, date night, special occasion), an audience and a style, each w…
find_giftread-onlyPerfume 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,…
search_guidesread-onlyFind 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 guid…
Test results
Safe mode: only tools labeled read-only were run. How the test works
- !Ready for the newest MCP versionnote
1 warning
- !Uses an older MCP version (2025-11-25). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
- !Resources and prompts worknote
1 warning (5 resources, 1 template, 6 prompts)
- !tenml://perfume/{id}: A made-up value (tenml://perfume/qamcp-test) gets an internal error instead of a clean "not found": That perfume id is not in the 10ML Fragrance Index. Use the search_perfumes tool to find ids.
- and 3 more
- ✓ConnectsConnected in 1.4 spass
- ✓Lists its toolsFound 15 toolspass
- ✓Every tool is describedAll 15 tools and their inputs are describedpass
- ✓Tools are labeled safe or dangerousEvery tool has a safety labelpass
- ✓No hidden instructionsNo hidden instructions found in tool descriptionspass
- ✓Tools work with good inputspass
All good
- ✓search_perfumes: Worked (124 ms)
- ✓get_perfume: Worked (548 ms)
- ✓compare_perfumes: Answered with an error, probably because of our sample input: MCP error -32602: Input validation error: Invalid arguments for tool compare_perfumes: Too small: expected array to have >=2 items at perfu…
- ✓find_similar_perfumes: Answered with an error, probably because of our sample input: Provide a perfume (name, optionally with house) or a list of notes or accords. Example: perfume "Dior Sauvage", or notes ["saffron","cedar"…
- ✓find_perfume_alternatives: Worked (162 ms)
- ✓recommend_perfumes: Worked (43 ms)
- ✓perfumes_by_note: Worked (102 ms)
- ✓explain_note: Worked (21 ms)
- and 7 more
- ✓Bad inputs give a clean errorpass
All good
- ✓search_perfumes: Refused wrong type for "query" with a clear error
- ✓get_perfume: Refused missing required input "perfume" with a clear error
- ✓get_perfume: Refused wrong type for "perfume" with a clear error
- ✓compare_perfumes: Refused missing required input "perfumes" with a clear error
- ✓compare_perfumes: Refused wrong type for "perfumes" with a clear error
- ✓find_similar_perfumes: Refused wrong type for "perfume" with a clear error
- ✓find_perfume_alternatives: Refused missing required input "perfume" with a clear error
- ✓find_perfume_alternatives: Refused wrong type for "perfume" with a clear error
- and 12 more
- ✓Fast enoughpass
All good
- ✓Connecting took 1.4 s
- ✓Listing tools took 102 ms
- ✓Average tool answer: 93 ms
- ✓get_perfume: Slowest tool: get_perfume (548 ms)
- ✓No secrets leakedChecked 24 error messages: no secrets or internal detailspass
- ✓Follows MCP best practices (not scored yet)Tool names, safety labels and tool list size follow the MCP guidepass
- –Tools work togetherNo tool's answer could be fed into another tool, so there were no chains to test (not counted either way)not tested
Test it yourself
Free and open source. Same checks, same score.
npx qamcp-cli https://mcp.10ml.com/mcpShow this score on GitHub
Free for every server in the directory. Paste this into your README: the badge shows the score from our latest test.
[](https://qamcp.dev/s/com-10ml-perfume-finder.html)Score over time
- 28 Oct 202691
One test so far. New tests will show here.
Reviews
Coming soon: reviews from people who use 10ML Perfume Finder, signed in with GitHub, one per person. Reviews never change the score.
QAmcp Monitor (coming soon) tests it every hour and emails you when it goes down, the score drops, a tool changes or a secret leaks. You'll also be able to claim this page and get a verified owner mark. Founding price: $19/month for life for the first 50 teams.
Have a concern, or want it removed? Ask us and we'll take it off the list. How the directory works