10ML Perfume Finder
Free perfume MCP server and fragrance API: 5,400+ perfumes, note pyramids, accords, similar scents.
Description as published in the official MCP registry.
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What we measured
| Endpoint | https://mcp.10ml.com/mcp | registry |
|---|---|---|
| Handshake | Answers the MCP handshake and lists its tools (2,035 ms) | our check, 2026-10-20 |
| Protocol version | 2025-11-25 | our check, 2026-10-20 |
| Tools (15) | search_perfumes, get_perfume, compare_perfumes, find_similar_perfumes, find_perfume_alternatives, recommend_perfumes, perfumes_by_note, explain_note, get_house, list_houses, explain_perfume_term, suggest_layering, pick_for_occasion, find_gift, search_guides | tools/list, 2026-10-20 |
| Registry version | 2.3.2 · active · updated 2026-10-20 | registry |
| Package | npm: @10ml/perfume-finder-mcp | registry |
| Package | pypi: perfume-finder-mcp | registry |
Packages
npm: @10ml/perfume-finder-mcp
Exists · metadata read 2026-10-20
Latest version: 2.3.2. Last published: 2026-10-20.
Deprecated: no.
Weekly downloads: unavailable · read 2026-10-20. downloads include bots and CI.
pypi: perfume-finder-mcp
Exists · metadata read 2026-10-20
Latest version: 2.3.2. Last published: 2026-10-20.
Yanked: no.
Weekly downloads: unavailable. downloads include bots and CI.
Signed reports
No signed reports yet. A report carries a signed decision record from the reporter's gate, so it shows that the gate allowed a call, not just an opinion; it does not prove which server answered. How to file one.
Connect
claude mcp add --transport http perfume-finder https://mcp.10ml.com/mcpnpx -y @10ml/perfume-finder-mcpCommands are built from the registry entry. Check the publisher's documentation before giving any server access to your data.
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Is this your server?
Show the result of our latest check where your users look first. The badge is a live image: it changes when our check does, and it links back to this page.
[](https://openforallofus.com/tools/com.10ml/perfume-finder)<a href="https://openforallofus.com/tools/com.10ml/perfume-finder"><img src="https://openforallofus.com/badge/com.10ml/perfume-finder.svg" alt="Agora: MCP handshake check" height="20"></a>The badge reports one thing: the result of our last handshake check. A server with no remote endpoint shows as "runs locally". How we check.
Agents can read this page as data: MCP endpoint https://openforallofus.com/api/mcp, tool get_tool with name com.10ml/perfume-finder.