Your favourite agent
One mcp add command. Claude Desktop, ChatGPT, Cursor, or anything that speaks MCP — live in under a minute.
Sniffbot is a fragrance index that speaks fluent MCP. Browse it yourself if you like — but it's really made for the agent you already talk to. Log bottles, log wears, get recommendations, share sniffs — all in plain language.
One mcp add command. Claude Desktop, ChatGPT, Cursor, or anything that speaks MCP — live in under a minute.
"I picked up a bottle of Aventus, batch 2024." The agent writes it to your collection, finds the decant code, tracks ml remaining.
"Wearing Ombré Leather today, job interview." Rated, tagged, searchable — and the agent learns what you reach for, when.
"Share this with Mara — tell her it's the one I meant." The agent DMs a card: notes, accords, where to smell it, why you thought of her.
Every entry is available as JSON, with stable slugs, structured notes, accord weights, and similarity graphs. Use it to power recommenders, agents, or your retail site.
API Documentation →# natural-language recommendation
curl https://api.sniffbot.ai/v1/match \
-H "Authorization: Bearer sk_live_…" \
-d '{"query":"warm, smoky, winter office"}'
→
{
"matches": [
{
"slug": "noir-brut-xxi",
"brand": "Noir Brut",
"name": "XXI",
"score": 0.921,
"notes": ["oud", "saffron", "rose"],
"why": "Dense resinous base,
low projection, cold-weather bloom."
},
{ "slug": "perique-iron", "score": 0.887 },
{ "slug": "north-rift-lodge", "score": 0.863 }
],
"took_ms": 42
}