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10ML Perfume Finder — Claude Code MCP server: scents and notes

Gives your agent a fragrance database of 5,400+ perfumes and 285 notes: similar scents, side-by-side comparison, occasion picks. Handy for anything scent-related.

Install into Claude Code · Platform CLI: remote server All methods and platforms ↓
claude mcp add --transport http perfume-finder https://mcp.10ml.com/mcp
Open on GitHub

What 10ML Perfume Finder does

The server speaks Streamable HTTP at a single address, https://mcp.10ml.com/mcp. No sign-in, no API key, read-only. Fifteen tools sit behind it. search_perfumes matches on name, house, notes, accords and family, get_perfume returns the note pyramid plus five similar scents, and compare_perfumes lines up two to four bottles and shows which notes they share and which they do not.

Other calls cover everyday questions: find_gift builds a present from what someone likes, suggest_layering says what to spray with what, pick_for_occasion narrows by season and setting. Six prompts ship alongside, among them find_signature_scent and build_fragrance_wardrobe. Every tool takes locale for links and labels — en, de, fr, es, it, ro, el, hu, cs, pl.

Clients that launch local processes can run the same server over stdio: npx -y @10ml/perfume-finder-mcp on Node.js 18+, or uvx perfume-finder-mcp on Python 3.10+. The names iconic_perfumes and trending_perfumes still answer as aliases for older integrations, though they no longer appear in the tool list — if your setup calls them, move to search_perfumes with iconic: true.

What it helps with

  • find a scent close to a favourite but fresher
  • compare two perfumes by shared and unique notes
  • explain what ambroxan smells like and where it leads
  • pick a gift from someone's taste
  • get layering ideas for vanilla and citrus

Example prompts for the agent

  • Find a fresh summer office scent for men and explain why each one fits
  • Compare two perfumes by their note pyramids and tell me what they share

How to install 10ML Perfume Finder

1Platform CLI: remote server

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

2Platform CLI

claude mcp add 10ml-perfume-finder -- npx -y @10ml/perfume-finder-mcp

Step by step, with commands for each platform: How to add an MCP server to Claude Code, Codex, Cursor, VS Code, Gemini CLI and more

Questions about 10ML Perfume Finder

How do I install 10ML Perfume Finder in Claude Code?

Run claude mcp add --transport http perfume-finder https://mcp.10ml.com/mcp. For a local process instead, use claude mcp add 10ml-perfume-finder -- npx -y @10ml/perfume-finder-mcp.

What does 10ML Perfume Finder do?

It hands your agent a fragrance index: search by notes and accords, full profiles, comparisons, similar scents and editorial alternatives. All fifteen tools are read-only.

Do I need an API key or an account?

No. The server is free, needs no sign-in and no authentication, and runs over Streamable HTTP. The stdio route requires Node.js 18+ or Python 3.10+.

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