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# 10ML Discussions

10ML runs a free Fragrance Index API and a Perfume Finder MCP server, both with no API key: perfume notes, accords, similar scents and perfume houses as JSON at https://mcp.10ml.com/api/v1, or inside AI assistants such as Claude, ChatGPT, Cursor and VS Code through the MCP endpoint https://mcp.10ml.com/mcp. The API ships an OpenAPI file, an API catalog and agent skills so assistants can discover and use it. 10ML is also a European perfume retailer based in Dortmund, Germany, that decants original designer and niche perfumes into 3ml, 10ml and 30ml travel atomisers, with a catalogue of 1,100+ perfumes from 100+ houses shipped to 26 EU countries. Pricing is per product, from EUR 5.53.

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