10ML Perfume Finder
The free perfume MCP server and fragrance API: notes, accords and similar scents for 5,400+ perfumes.
10ML Perfume Finder is the free perfume MCP server and fragrance API, powered by the 10ML Fragrance Index: 5,400+ perfumes and 249 houses with note pyramids, accords, fragrance families, similar scents and alternatives. One URL, no API key, no sign-up, read-only. Also listed in the official MCP Registry (com.10ml/perfume-finder).
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Source: Submitted by its builder and screened before listing · First listed October 28, 2026
Last 24 hours
Each bar is one check, every 15 minutes. Green means it answered. Last checked 3 h ago.
Is it safe to connect?
What Muse can see: It does not ask you to sign in, so it cannot see your accounts. It only sees what Muse sends it from your request.
Before it acts: Read what Muse plans to do before you approve it, and remove the app from Muse when you stop using it.
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How to add it to Muse
Not in Muse's Connectors list yet, but Muse can still use it. Copy the request below and paste it into Muse. Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.
https://mcp.10ml.com/mcpNot in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.
Also use it in ChatGPT or Claude
10ML Perfume Finder is a remote MCP server, so any assistant that can add a custom connector by link can use it. Same link, same tools.
Add it to ChatGPT
- 1
Open ChatGPT settings
In ChatGPT, open Settings, then Connectors (called Apps & Connectors on some accounts).
- 2
Turn on developer mode
Under Advanced settings, switch on Developer mode. That is what lets you add a connector by link.
- 3
Create the connector
Choose Create, give it a name, paste the link as the MCP server URL, and save. If it needs a sign-in, ChatGPT asks for it here.
- 4
Use it in a chat
Start a chat, open the tools menu, pick the connector, and ask. ChatGPT asks before it runs a tool the first time.
Custom connectors need a paid ChatGPT plan, and on Team, Enterprise and Edu accounts only an admin can add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in ChatGPT
Add it to Claude
- 1
Open Claude settings
In Claude, open Settings, then Connectors.
- 2
Add a custom connector
Choose Add custom connector, give it a name, and paste the link.
- 3
Connect and use it
If it needs a sign-in, Claude sends you to it. Then turn the connector on in a chat from the tools menu and ask.
Custom connectors are available on paid Claude plans; on Team and Enterprise accounts an admin may need to add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in Claude
https://mcp.10ml.com/mcpWhat people ask Muse to do
Technical details: safety screening, tools, response time and recent checks
Response time at the last check: 579ms. Worked in 100% of checks over 30 days.
Screening · October 28, 2026
Screened, no issues found
Screening looks for known threats and hidden instructions at the time of the check, and runs again weekly and whenever the tool list changes. It cannot see the server's code, so only connect what you need and review what Muse asks to do. How screening works.
Tools · 15
search_perfumesSearch 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 language works: 'fresh citrus summer cologne for men' or 'warm vanilla scent for wiget_perfumeThe 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 occasions, longevity, projection and perfumers (full profiles), the editors' character dcompare_perfumesCompare 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, B is sweeter and lasts longer') and how close they are overall. Use when someofind_similar_perfumesFind 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, same spirit). Works from a perfume in the index (name and house, or id) OR from frfind_perfume_alternativesThe 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 them. Covers about 100 iconic originals such as Creed Aventus, Baccarat Rouge 54recommend_perfumesPersonal 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 with a loved perfume, a liked note, fits the season). Use when someone says what perfumes_by_noteList 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, optionally only where the note sits in the top, heart or base, or for an audience, explain_noteExplain 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 the 10ML note page or guide when one exists. Covers about 285 notes in many spelliget_houseProfile 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 at 10ML. Understands nicknames (YSL, MFK, PDM, Paco Rabanne). Use for 'tell me list_housesBrowse 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 by type, country or a name fragment. Use when someone wants to explore brands, fexplain_perfume_termExplain 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 notes, flanker, maceration, layering, niche vs designer, plus the 23 fragrance famsuggest_layeringPerfume 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'), one note (what it layers with), one perfume (partners from the index) or two pick_for_occasionPerfume 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 summer office scent for men', 'date night perfume for her' or 'what fragrance tofind_giftPerfume 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 pick comes with the reason it suits them. Use for 'gift for a woman who loves Dsearch_guidesFind 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 compare famous perfumes with similar ones from other houses. Returns title, type Recent checks
Link
https://mcp.10ml.com/mcpQuestions about 10ML Perfume Finder in Muse
How do I connect 10ML Perfume Finder to Muse?
Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use 10ML Perfume Finder to help me. It is a free service with an MCP server at https://mcp.10ml.com/mcp. It does not need an API key. Ask me before you share anything with it." Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.
Is 10ML Perfume Finder working right now?
At the last check (October 29, 2026, 08:30 UTC) the endpoint was working, answering in 579ms. Over the last 7 days it answered 100% of health checks. It is checked every 15 minutes.
Is 10ML Perfume Finder safe to connect to Muse?
It was screened on October 28, 2026 with the result "screened, no issues found". Screening checks the domain against threat feeds and reads the tools for hidden instructions and requests for passwords or card numbers. It cannot see the server's code, so grant only the access you need.
Is 10ML Perfume Finder free?
Yes. The connector is free to use. Your Muse plan and any account with 10ML Team are separate.
What can 10ML Perfume Finder do in Muse?
It exposes 15 tools, including search_perfumes, get_perfume, compare_perfumes, find_similar_perfumes.
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