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Perfume Picks MCP Server

by bguillow-rgb

Perfume Picks MCP Server

Query the Perfume Picks fragrance database from Claude, or any MCP-compatible AI client. Read-only access to 13,000+ fragrances with full note pyramids, accords, curated dupes, and community wear data.

Perfume Picks is the Fragrance DNA and collection journal for iOS — get it on the App Store.

Tools

Tool

What it does

search_fragrances

Full-text catalog search with brand, family, gender, and MSRP filters

get_fragrance

Full record for one scent (by slug or name): note pyramid, accords, community scores

find_dupes

Curated cheaper smell-alikes with match percentage — "what smells like X without the price tag"

find_similar

Most-similar fragrances from a precomputed similarity ranking

get_recommendations

Picks from note/accord preferences + budget + occasion + gender

compare_fragrances

Side-by-side: notes, shared/distinct accords, scores, price delta

trending_fragrances

What Perfume Picks users are adding to their wardrobes right now

what_to_wear_tonight

A scent for right now — date-night picks use community compliment data, office picks use office-safety scores

Every response includes source attribution, a citation-ready summary line, links, and data freshness dates. All scoring is deterministic — no AI calls happen inside the server. All tools are annotated read-only/idempotent.

Related MCP server: Discord Message Finder MCP

Install (Claude Desktop)

Requires Node.js 18+.

Add to your claude_desktop_config.json (Claude Desktop → Settings → Developer → Edit Config):

{
  "mcpServers": {
    "perfume-picks": {
      "command": "npx",
      "args": ["-y", "perfume-picks-mcp"]
    }
  }
}

Restart Claude Desktop. No API key or configuration needed — the server ships with public read-only access.

Configuration (optional)

Environment variables override the defaults (explicit env vars only — this package never reads .env files):

Variable

Purpose

SUPABASE_URL

Override the database URL

SUPABASE_SERVICE_ROLE_KEY

Internal use only — unlocks live 30-day wardrobe-add trending. Never distribute this key.

Without the service key, trending_fragrances falls back to catalog popularity and labels the method in its response.

Development

npm install
npm run dev     # run from TypeScript via tsx
npm run build   # compile to dist/
npm start       # run compiled server

The server speaks MCP over stdio. Catalog access is read-only by construction: every query path issues SELECTs against tables that are publicly readable under row-level security, and it is rate-limited to 60 calls/minute.

Usage telemetry: each tool call logs the tool name, its arguments, client name/version, duration, and success/failure to a write-only log table (insert-only under RLS; contents are not publicly readable; purged after 90 days). No user identity, account data, or conversation content is collected. Logging is fire-and-forget and never affects responses.

Data & attribution

Fragrance data, note pyramids, dupe matches, and community scores are curated by Perfume Picks. Quote freely with attribution:

Source: Perfume Picks — Fragrance DNA & Collection Journal (perfumepicks.app)

Freshness dates on each fragrance reflect the last data update.

A
license - permissive license
-
quality - not tested
C
maintenance

Maintenance

Maintainers
Response time
Release cycle
Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

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