Wine intelligence, ready to act

Put the whole wine market inside your AI.

Ask for the same pricing, matching, auctions, critics, market coverage, and cellar work you use Wine Labs for on the web. Then let your agent reach the underlying data directly, combine it, and do the work with you.

Add Wine Labs to Claude See what it can do
97
live data routes
13
intelligence families
1
secure sign-in
Wine Labs / agent run Connected

You ask

“What is Château Margaux 2015 worth today, and why?”

IdentityCanonical wine + vintageLWIN 10127812015
Market374 current observations$1,617 median
ReferenceWine Labs fair value$1,101
ContextRetail · auction · exchange3 channels

The market is asking above reference value. Use the median, not the average, because a handful of listings stretch to $8,500.

Live Claude test · 27 Aug 2026

LIVE MERCHANT OFFERSAUCTION RESULTSEXCHANGE ORDERBOOKSCRITIC SCORESRESTAURANT LISTSWINE IDENTITIESPRICE HISTORYCELLAR WORKFLOWSMARKET MAPSAIRLINE LISTSLIVE MERCHANT OFFERSAUCTION RESULTSEXCHANGE ORDERBOOKSCRITIC SCORESRESTAURANT LISTSWINE IDENTITIESPRICE HISTORYCELLAR WORKFLOWSMARKET MAPSAIRLINE LISTS

Watch it work

Connect it, then ask.

Under thirty seconds, sound on: an agent that can only guess, the connector going in, then three questions and what comes back.

Not just setup. Actual work.

Your Wine Labs workspace, without the clicking.

The connector is a working intelligence layer, not a chatbot shortcut. Your agent can discover the right Wine Labs operation, pull the relevant records, chain analyses across sources, and return the answer or a finished file.

01

Match anything

Turn messy wine names, vintages, bottle sizes, and merchant descriptions into canonical Wine Labs and LWIN identities.

02

Price the market

Work across merchant offers, reference prices, price history, snapshots, comparisons, and market movement.

03

Follow auctions

Search upcoming lots, inspect historical results, compare estimates, and understand the market around a bottle.

04

Process whole cellars

Submit CSV or Excel inventories for matching, pricing, enrichment, review, and a clean downloadable result.

05

See every venue

Move between retail, exchange, auction, restaurant, airline, importer, and geographic market intelligence.

06

Know the wine

Retrieve producer, region, classification, critic, vintage, format, imagery, and related-wine context.

And the catalog keeps going: portfolio holdings, trade signals, top movers, comparison distributions, restaurant listings, importer portfolios, airline lists, geographic coverage, bottle imagery, and more.

Explore the data reference

MCP billing

Use your API credits. Or one unified MCP wallet.

Keep using the API allowance you already pay for, subscribe from $25 per month, or buy non-expiring credits with no recurring charge.

MCP only · does not unlock direct REST API access · cancel anytime · no contract

How credits are used

Credit cost by tool

Per request or batch item. The rate is the same for every payment option.

5

credits

Core + critics

Matching, wine information, critic scores

7

credits

Markets

Prices, listings, and price history

9

credits

Market intelligence

Auctions, exchanges, insights, and signals

Failed requests are refunded automatically.

Already an API customer?

Use your API credits.

API-backed MCP tools use the same Core, Market, Insights, Auction, and Exchange allowances already on your account.

Built only for MCP

Or use an MCP wallet.

One balance works across every MCP tool. Auctions and exchanges simply use slightly more credits than market data.

Monthly from $25 · Pay as you go from $5 · no separate data plans

One pool · every MCP tool

Choose only how many credits you need. Every tier includes critics, markets, auctions, exchanges, and insights.

Same price curve as the API

Monthly

Hobby

1K

$25/ mo

5,000 credits

Core-call equivalent
1,000
Extra 1,000
$3

All MCP data families

Monthly

Base

10K

$100/ mo

50,000 credits

Core-call equivalent
10,000
Extra 1,000
$1.50

All MCP data families

Popular

Starter

30K

$200/ mo

150,000 credits

Core-call equivalent
30,000
Extra 1,000
$1.30

All MCP data families

Monthly

Growth

75K

$400/ mo

375,000 credits

Core-call equivalent
75,000
Extra 1,000
$1

All MCP data families

Monthly

Pro

200K

$750/ mo

1,000,000 credits

Core-call equivalent
200,000
Extra 1,000
$0.80

All MCP data families

No subscription

Pay only when you need it.

$5 per 1,000 credits. They never expire and use the same unified wallet and tool weights as every monthly plan.

No subscription · no data-family gate

1,000-credit increments · $5 per 1,000

No recurring chargeCredits never expireAll MCP data unlocked

Automatic refills

Auto top-up

Choose the balance that triggers a refill and the number of credits to add.

Monthly plans onlyStops after a failed chargeTurn off anytime

Automatic refills use the top-up rate for your monthly plan.

Stripe saves the payment method. Wine Labs stores only its Stripe reference.

From question to deliverable

Ask naturally. Get something usable.

Wine Labs gives the agent the vocabulary and the underlying records. You give it the outcome.

01

“Compare my list with three competitors.”

Resolve the shops, measure shared inventory, compare prices bottle by bottle, and explain where you lead or trail.

02

“Price this 2,000-row cellar.”

Upload once, run the cellar workflow, monitor the job, and return an enriched spreadsheet, not 2,000 disconnected API calls.

03

“What changed in Bordeaux this week?”

Combine movers, price history, snapshots, auction activity, exchange signals, and merchant listings into one market brief.

04

“Find every current opportunity for this wine.”

Resolve the exact bottle, then search retail, auction, exchange, and restaurant channels without losing wine identity.

Connect your client

One endpoint. Your Wine Labs account.

Choose your AI client, add the endpoint, and sign in. OAuth connects the agent to your existing Wine Labs account and plan. No credentials in URLs or config files.

  1. 01Open Settings → Customize → Connectors.
  2. 02Choose Add custom connector and paste the Wine Labs MCP URL.
  3. 03Select Connect, sign in to Wine Labs, and approve access.

On Team or Enterprise, an owner must add the connector before members can connect it.

Configuration
https://chat.wine-labs.com/mcp
Claude · connection

Add Wine Labs

Connect the complete Wine Labs intelligence layer.

https://chat.wine-labs.com/mcp
Add connector

Sign in

Use your existing Wine Labs account.

Approve

The client receives revocable OAuth access.

Start asking

Your account limits and access follow you.

Add to Claude

The short version

If Wine Labs knows it, your agent can work with it.

Connect once. Then research a bottle, interrogate a market, compare a merchant, process a cellar, or build a workflow around the same intelligence that powers Wine Labs.

Connect Wine Labs

Need the implementation details?

Install templates, troubleshooting, OAuth discovery, and the complete API reference.

Install guideAPI reference