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10ML Fragrance Index powers AI assistants with perfume knowledge

By PulseAugur Editorial · [1 sources] ·

A new service called the 10ML Fragrance Index has been launched, providing structured data on perfumes for AI assistants. This index, curated by 10ML editors, includes detailed note pyramids, accords, families, and editorial context for approximately 480 perfumes. It can be integrated with AI tools like Claude, Cursor, and Visual Studio Code via MCP (Meta-Channel Protocol) URLs, enabling them to answer specific fragrance-related questions accurately. AI

IMPACT Enhances AI assistants' ability to provide accurate information in niche domains like perfumery.

RANK_REASON This is a product launch that integrates with existing AI tools, rather than a core AI model release or research.

Read on dev.to — MCP tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

10ML Fragrance Index powers AI assistants with perfume knowledge

How we ranked this

Signal score
23 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
This is a product launch that integrates with existing AI tools, rather than a core AI model release or research.
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
product, infra
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. dev.to — MCP tag TIER_1 English(EN) · 10ML ·

    Give Claude, Cursor or VS Code expert perfume knowledge with one MCP URL

    <p>Ask a general-purpose assistant what a perfume smells like and you usually get a confident paragraph that mixes up flankers, invents notes, or recommends something that was discontinued years ago. Fragrance is a niche where structured, curated data makes a big difference.</p> …

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