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10ML Perfume Finder
Free fragrance MCP server with 6,000+ perfumes, 15 tools, no API key required
Ecommerce & RetailA free MCP server that connects Claude, ChatGPT, Cursor and VS Code to a fragrance database with 6,000+ perfumes and 15 tools for lookups and recommendations.
The story
10ML Perfume Finder is a free MCP server that adds fragrance knowledge to AI assistants like Claude, ChatGPT, Cursor and VS Code. Users add a single URL with no API key or sign-up required. The server provides 15 read-only tools to search 6,000+ perfumes by name, notes, accords or occasion; compare fragrances side by side; find similar scents and alternatives; get full fragrance profiles with note pyramids; explain perfume terminology and notes; recommend perfumes by taste and season; and suggest layering combinations. It answers questions in ten languages and links to guides in each. In a 40-question benchmark on 20 October 2026, it scored 39 of 40 correct with a median latency of 232 ms, making it the fastest and most accurate free perfume MCP server tested.
Signature features
- Support for ten languages with guides in each language
- Works with Claude, ChatGPT, Cursor, VS Code, Gemini CLI and other clients
Pricing
Pricing model: Free
10ML Perfume Finder particulars
- From
- Dortmund, Germany
- Website
- 10ml.com
- Admired by
- 0 members
10ML Perfume Finder metrics
Valuation of 10ml.com: Ahrefs Domain Rating and Majestic link data, with the change since the last appraisal.
- 40 Domain Rating no change since last check
- 17 Trust Flow no change since last check
- 37 Citation Flow no change since last check
- 101 Referring domains no change since last check
- 1,497 External backlinks no change since last check
Ahrefs Domain Rating valued 26 Oct 2026, reappraised 25 Oct 2026. Signature topic: Business/Transportation and Logistics (16). Majestic valued 25 Oct 2026, reappraised 25 Oct 2026. Majestic appraises the link data. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.
10ML Perfume Finder's domain pedigree
Trace the pedigree
Checked 27 Oct 2026, 08:49 UTC against the registry's public RDAP data.
- Domain age 25 years
- Registered
- Expires
- Registrar GoDaddy.com, LLC
- DNSSEC Not signed
Questions
- What is a perfume MCP server?
- An MCP server gives an assistant such as Claude or ChatGPT tools it can call while it answers. A perfume MCP server adds perfume knowledge: look up a perfume's notes, find similar scents, explain a note or a house. 10ML Perfume Finder is one URL with 15 read-only tools and no sign-in.
- Is it free and do I need an API key?
- It is free to use with no API key, account or sign-up required. Add the URL and ask. It is read-only and sets no cookies, with fair-use rate limiting.
- Does it work in Cursor and VS Code?
- Yes. Cursor and VS Code install in one click from the page or take JSON snippets. Gemini CLI, Windsurf, Cline, Goose and Zed also work with the same URL or stdio package.
- What languages does it support?
- Ten languages: English, German, French, Spanish, Italian, Romanian, Greek, Hungarian, Czech and Polish. Every tool takes a locale and links to guides and note pages in that language.
- How does it compare to other free perfume MCP servers?
- In a 40-question benchmark on 20 October 2026, 10ML Perfume Finder scored 39 of 40 correct with 232 ms median latency and one call per question, outperforming ScentVerdict, Parfum Bible, Perfume Picks and Parfica.
10ML Perfume Finder has a free listing. The owner can unlock the full profile with a paid launch for $5:
- Founder story (locked)
- Milestones (locked)
- Demo video (locked)
- Dofollow website link (locked)
