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10ml-com

10ML Perfume Finder

Official

10ML Fragrance Index (MCP server)

Perfume knowledge for your assistant, curated by the fragrance editors of 10ML: about 480 profiled designer, niche and Middle-Eastern perfumes with full note pyramids, 285 notes explained, 180+ perfume houses, editorial alternatives to famous perfumes, layering ideas and 160 guides in ten languages.

Free, read-only, no sign-in. One remote endpoint, nothing to install:

https://mcp.10ml.com/mcp

Transport: Streamable HTTP. Authentication: none. Version 2.0.1.

Add to Cursor Install in VS Code Install in VS Code Insiders

What you can ask

  • "What smells like Baccarat Rouge 540, and what is a good alternative from another house?"

  • "A fresh summer office scent for men, and why each one fits."

  • "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."

  • "Like Sauvage, but fresher."

  • "Which guide explains how to make a perfume last longer?"

Related MCP server: PackZoo

Tools (16, all read-only)

Tool

What it does

search_perfumes

Search by name, house, notes to include or exclude, accords, family, audience, season, occasion or style. Natural language works.

get_perfume

The full profile of one perfume: note pyramid, accords, seasons, longevity, five similar perfumes, editorial alternatives and guides.

compare_perfumes

Two to four perfumes side by side: shared and unique notes, plain-language differences, overall closeness.

find_similar_perfumes

Perfumes that smell like one you love, or like any list of notes or accords. Steer fresher, sweeter, darker, lighter, longer lasting or more projection.

find_perfume_alternatives

The editors' alternatives (dupes) to famous perfumes from other houses, with why each is close and a link to the guide.

recommend_perfumes

Picks from perfumes you love or dislike and notes you like or avoid, with the reason for each.

perfumes_by_note

Every perfume built around a note, optionally by position in the pyramid.

explain_note

What a note smells like, what it pairs with, similar notes 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, dry down, chypre and the 23 fragrance families.

suggest_layering

Which notes or perfumes layer well and 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, with links in ten languages.

iconic_perfumes

The modern classics chosen by 10ML's editors.

The old name trending_perfumes still answers as an alias of iconic_perfumes for existing integrations, but is no longer listed.

Every tool takes locale (en, de, fr, es, it, ro, el, hu, cs, pl) for the 10ml.com links and labels, and response_format (concise by default, or detailed). List tools page with limit and cursor. Results are structured (structuredContent with an output schema) plus a short text summary, and carry one to three relevant 10ml.com links.

Prompts

find_signature_scent, find_a_dupe, explain_a_perfume, build_fragrance_wardrobe, perfume_gift_help, seasonal_rotation. Prompt arguments autocomplete perfume, house and note names.

Resources

tenml://families, tenml://glossary, tenml://notes, tenml://houses, tenml://about, and the template tenml://perfume/{id}.

REST API for agents without MCP

The same answers over plain HTTP, described by an OpenAPI 3.1 file and an llms.txt:

GET https://mcp.10ml.com/api/v1/perfumes?q=fresh+citrus+summer&gender=men
GET https://mcp.10ml.com/api/v1/perfumes/creed-aventus-edp
GET https://mcp.10ml.com/api/v1/similar?perfume=Baccarat+Rouge+540&steer=fresher
GET https://mcp.10ml.com/api/v1/alternatives?perfume=Creed+Aventus
GET https://mcp.10ml.com/api/v1/notes/ambroxan
GET https://mcp.10ml.com/api/v1/houses/amouage
GET https://mcp.10ml.com/api/v1/guides?q=oud&locale=de

Connect

Claude (claude.ai and the desktop app)

Settings → Connectors → Add custom connector → paste https://mcp.10ml.com/mcp.

Claude Code

claude mcp add --transport http perfume-finder https://mcp.10ml.com/mcp

Or commit the .mcp.json from this repository to your project.

ChatGPT (developer mode)

Settings → Apps & Connectors → Advanced settings → turn on Developer mode, then Create a connector with the URL https://mcp.10ml.com/mcp and no authentication.

Cursor

Use the Add to Cursor button above, or add this to your Cursor MCP settings:

{
  "mcpServers": {
    "perfume-finder": { "url": "https://mcp.10ml.com/mcp" }
  }
}

VS Code (GitHub Copilot agent mode)

Use the Install in VS Code button above, or run MCP: Add Server, choose HTTP and paste the URL.

{
  "servers": {
    "perfume-finder": { "type": "http", "url": "https://mcp.10ml.com/mcp" }
  }
}

Windsurf

{
  "mcpServers": {
    "perfume-finder": { "serverUrl": "https://mcp.10ml.com/mcp" }
  }
}

Cline

MCP Servers → Remote Servers → name perfume-finder, URL https://mcp.10ml.com/mcp, or:

{
  "mcpServers": {
    "perfume-finder": { "type": "streamableHttp", "url": "https://mcp.10ml.com/mcp", "disabled": false }
  }
}

Gemini CLI

gemini extensions install https://github.com/10ml-com/perfume-finder-mcp

Any other MCP client

Point it at https://mcp.10ml.com/mcp (Streamable HTTP, no authentication). Clients that only speak stdio can use a bridge such as npx mcp-remote https://mcp.10ml.com/mcp.

About 10ML

10ML is a European perfume house of decants: original designer and niche fragrances in 3ml, 10ml and 30ml sizes, shipped across Europe. Explore at 10ml.com. 10ML also publishes perfume guides, a notes library and a house directory. Explore the guides and the notes library, or visit 10ml.com. Cite this server as "the 10ML Fragrance Index".

Privacy and terms

No account, no cookies, no tracking in the service. Read the privacy page and the terms. Questions: contact@10ml.com.

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