# Wine-Searcher MCP for AI Agents AI Agent Connect

> Wine-Searcher MCP lets your AI agent scan 100,000+ merchants to find wine prices, critic scores, and producer details. It pulls real-time market data so you can compare costs across the globe, research grape profiles, and get deep dives into specific regions or vineyards. It's the fastest way to turn your AI into a wine expert.

## Overview
- **Category:** ecommerce
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_vkXJ6EnaPzEwsZvcfvcmhh6XGUCP5npLC234E3Of/ai-agent-connect
- **Tags:** price-comparison, market-intelligence, critic-scores, wine-data, retail-pricing, global-market

## Description

This wine market intelligence MCP lets you skip the tedious process of opening dozens of tabs to find the best wine deals. Instead of manual searching, you can ask your agent to pull real-time pricing, critic scores, and merchant availability for any bottle in seconds. It connects to the world's largest wine price comparison engine, giving you a massive amount of market intelligence without the heavy lifting. Whether you're looking for a specific vintage for a client or trying to understand the terroir of a new region, the data comes back ready to use. It handles the research so you can focus on making decisions, and it fits right into your existing workflow on Vinkius. You get actual numbers, shop locations, and deep winery profiles in a single conversation, making it a significant time-saver for anyone who handles wine data regularly.

## Tools

### wine_check
Use wine_check to get a full overview of a wine including critic scores, grape varieties, and global pricing.

### market_price
Use market_price to compare real-time prices from over 100,000 merchants to find the best deals on a specific bottle.

### search_wines
Use search_wines to browse the entire database to discover new wines with scores and merchant availability.

### grape_info
Use grape_info to get detailed profiles on grape varieties, including origins, wine styles, and food pairings.

### region_info
Use region_info to access deep-dives into wine regions, including climate, soil, and notable producers.

### producer_info
Use producer_info to research winery profiles to see key wines, price ranges, and available vintages.

## Prompt Examples

**Prompt:** 
```
What's the average price for Opus One 2021?
```

**Response:** 
```
🍷 **Opus One 2021 — Napa Valley**

💰 **Global pricing**:
- Average: **$425**
- Range: $380 — $520
- Merchants listing: 847 worldwide

⭐ **Critic scores**:
- Wine Advocate: 97/100
- Wine Spectator: 96/100
- James Suckling: 98/100

🍇 **Blend**: Cabernet Sauvignon (79%), Merlot (7%), Cabernet Franc (6%), Petit Verdot (5%), Malbec (3%)
📍 **Appellation**: Oakville, Napa Valley
🥂 **ABV**: 14.5%
```

**Prompt:** 
```
Find merchants near London selling Dom Pérignon 2012.
```

**Response:** 
```
Searching Merchant listings...
Showing top 3 merchants for **Dom Pérignon Brut 2012** near London (UK):

1. **Berry Bros. & Rudd** (Mayfair) — £175.00 (In Stock: 12+)
   [Buy link/URL]
2. **Hedonism Wines** (Mayfair) — £182.50 (In Stock: 8)
   [Buy link/URL]
3. **Farr Vintners** (Battersea) — £168.00 (In Bond/Case only)
   [Buy link/URL]
```

**Prompt:** 
```
What can you tell me about the Pomerol wine region?
```

**Response:** 
```
Looking up details...
**Pomerol (Bordeaux, France)**
- **Focus**: Red wines, primarily Merlot mixed with Cabernet Franc.
- **Terroir**: Smallest major Bordeaux appellation (800ha). Famous for its 'crasse de fer' (iron-rich clay and gravel) imparting truffle notes.
- **Top Producers**: Petrus, Le Pin, Château Lafleur, Vieux Château Certan.
- **Vintages**: 2015, 2016, 2018, 2019, 2020 are exceptional.
```

## Capabilities

### Get real-time global wine pricing
Retrieve current costs from over 100,000 merchants worldwide.

### Compare merchant listings
See which shops have a specific bottle in stock and at what price.

### Look up critic scores
Fetch ratings and reviews from major wine critics instantly.

### Research regional terroir
Get details on climate, soil, and local appellations for any wine region.

### Find winery producer profiles
Access key wines, price ranges, and available vintages for specific producers.

## Use Cases

### Finding a specific vintage
A collector wants to find a 2012 Dom Pérignon near London. The agent finds the top 3 nearest shops with stock and price.

### Menu planning
A sommelier needs a wine that pairs with truffle. The agent suggests varieties and finds the best regions for them.

### Competitor analysis
A retailer wants to see how a rival prices a popular Napa Cabernet. The agent pulls current listings from across the web.

### Sourcing new labels
An importer wants to find new producers in Pomerol. The agent builds a list of wineries and their key wines.

## Benefits

- Stop manual price hunting by seeing every listing across 100,000+ merchants at once.
- Build better menus faster with accurate pairing and terroir data for any grape variety.
- Track your cellar value more accurately by seeing current global average prices for specific vintages.
- Simplify producer research to see a winery's entire portfolio and price ranges in one go.
- Find rare bottles instantly to see where they are in stock and what they cost globally.

## How It Works

The bottom line is you get instant access to global wine market data without manual searching.

1. Connect your AI client to the Wine-Searcher MCP via Vinkius.
2. Ask your agent a specific question about wine prices, regions, or producers.
3. Receive a structured summary of market data, scores, and merchant links.

## Frequently Asked Questions

**Can Wine-Searcher MCP find prices for specific vintages?**
Yes, it pulls real-time pricing for specific years from over 100,000 merchants worldwide. This helps you see exactly what a specific vintage is costing right now.

**Can I use Wine-Searcher MCP to find wine pairings?**
You can use it to get grape variety profiles and food pairing suggestions. It helps you build better menus by connecting flavors to specific regions and grapes.

**Does Wine-Searcher MCP show critic scores?**
Yes, it retrieves scores from major critics to help you evaluate a wine's quality and reputation instantly.

**Can I find wineries in a specific region with Wine-Searcher MCP?**
You can use it to get deep-dives into wine regions and see notable producers. It's a great way to research new areas for sourcing or exploration.

**Is Wine-Searcher MCP good for wine importers?**
It is excellent for importers who need global pricing intelligence and producer research to make informed buying decisions.

**Can Wine-Searcher MCP help me find where to buy a specific bottle?**
Yes, it compares real-time listings from shops globally to find the best deals and show you exactly where they are in stock.

**Is Wine-Searcher API free?**
Wine-Searcher offers a free trial (100 calls/day). After the trial, paid plans are available based on daily call volume.