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10ML Perfume Finder

A read-only fragrance MCP server and API that lets AI assistants search, compare and recommend perfumes using curated fragrance data.

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Introduction

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Information

  • Websitemcp.10ml.com
  • Published date2026/10/20

Categories

  • Developer Tools
  • Travel & Lifestyle

Tags

  • MCP
  • API
  • Research
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How to Use 10ML Perfume Finder

10ML Perfume Finder's Core Features

Perfume search and profiles

Search fragrance records by name, notes, accords, family, audience, season, occasion or style.

Comparison and alternatives

Compare two to four perfumes and discover similar scents or editor-selected alternatives.

Fragrance knowledge tools

Look up perfume houses, explain notes and terminology, and explore layering suggestions.

MCP and HTTP access

Connect assistants over a no-auth Streamable HTTP endpoint or call the documented API.

10ML Perfume Finder's Use Cases

1

Fragrance discovery

Ask an AI assistant to find scents for a style, season, occasion or personal preference.

2

Shopping research

Compare candidate fragrances and explore alternatives from other perfume houses.

3

Fragrance content and support

Give an assistant structured perfume knowledge and linked editorial references.

FAQ from 10ML Perfume Finder

10ML Perfume Finder Support & Company Information

Company
10ML Fragrance Index

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What is 10ML Perfume Finder?

The 10ML Fragrance Index provides a read-only Model Context Protocol server and HTTP API for perfume discovery. AI assistants can search a catalog of perfumes, retrieve fragrance profiles, compare products, find similar scents or alternatives, explore notes and houses, and get recommendations for occasions or gifts.

The service describes its data as editor-curated and supports ten languages. Its MCP endpoint uses Streamable HTTP without authentication, and setup guides cover Claude, ChatGPT, Cursor, VS Code, Windsurf and Cline. A command-line package is also available.

The public fragrance server requires no sign-in and is presented as free to use. Responses link back to 10ML guides or fragrance pages. Treat recommendations as discovery assistance rather than a substitute for sampling a scent.

  1. Add https://mcp.10ml.com/mcp as a Streamable HTTP MCP server in a supported assistant or editor.
  2. Ask a natural-language question about a perfume, note, comparison, alternative, occasion or gift.
  3. Review the assistant’s answer and follow its links to the corresponding 10ML fragrance guide.
  4. For direct integration, use the documented HTTP API or install the published command-line package.
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