Winevybe MCP for AI. Audit your cellar and find perfect pairings instantly.
Works with every AI agent you already use
…and any MCP-compatible client








Connect to your AI in seconds.
Winevybe lets your AI agent act as an expert sommelier for everything from cellar inventory to global wine pairing ideas.
Search massive catalogs, audit vintage scores, and manage your private collection—all through conversation.
What your AI can do
Add wine to cellar
Adds a newly purchased bottle record into your virtual cellar tracker.
Compare wines
Creates a side-by-side comparison of two specified wine bottles.
Get pairings
Provides recommended food pairings for any given wine profile.
Find specific bottles or types of wine across global databases.
List and manage the quantities and details of wines stored in your virtual cellar.
Receive food pairing recommendations based on a wine's specific profile.
Generate a side-by-side contrast of two distinct bottles to aid decision-making.
Retrieve history, details, and quality scores for specific wine regions or years.
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Winevybe: 10 Tools for Deep Wine Analysis
These tools let you search global catalogs, audit vintage quality, track inventory in your cellar, and generate professional wine pairing suggestions.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using Winevybe on VinkiusAdd Wine To Cellar
Adds a newly purchased bottle record into your virtual cellar tracker.
Compare Wines
Creates a side-by-side comparison of two specified wine bottles.
Get Pairings
Provides recommended food pairings for any given wine profile.
Get Region Info
Retrieves detailed information about specific wine-making appellations or regions.
Get Reviews
Fetches community tasting reviews and aggregated ratings for a bottle.
Get User Cellar
Displays the current inventory list of wines stored in your personal cellar account.
Get Vintage Scores
Retrieves an overview score and analysis of a wine region's harvest quality for a specific year.
Get Wine Detail
Pulls profound tasting notes, stats, and profile details on one particular wine.
Get Winery Info
Gathers background profiles and history for specific producers or vineyards.
Search Wines
Searches the entire wine database using criteria like varietal, region, or price...
Security and governance baked right in.
Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.
Choose How to Get Started
Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
- Import from OpenAPI, Swagger, or YAML specs
- Create Agent Skills with progressive disclosure
- Deploy to edge with MCPFusion framework
- Built in DLP, auth, and compliance on every call
- Real time usage dashboard and cost metering
- Publish to catalog or keep private
Make Your AI Do More
Start with Winevybe, then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 5,100+ others, all in one place
- Add new capabilities to your AI anytime you want
- Every connection is secured and compliant automatically
- Track usage and costs across all your servers
- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Winevybe. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
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Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This connection provides 10 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
Manually researching wine history is a nightmare of tabs and PDF downloads.
Right now, figuring out if a specific region had good harvests in the 90s means opening academic journals, cross-referencing old auction records, and reading dozens of dedicated winery websites. You're copying data from here, pasting it into a spreadsheet there, just to see if the price matches the historical quality.
With this MCP, you ask your agent about it. It handles all that heavy lifting—checking harvest scores against region profiles—and gives you one clean answer. The result isn't a folder of PDFs; it's a direct, actionable piece of knowledge.
get_user_cellar: Full visibility into your personal wine inventory.
Today, tracking your cellar means keeping an Excel sheet that you have to update manually whenever a bottle is consumed or added. You're always worried about discrepancies between the spreadsheet and what’s actually on the shelf.
Now, simply ask for your inventory status. Your AI agent calls `get_user_cellar` and gives you a live, accurate count of every bottle you own, tracking quantity and varietal without touching a spreadsheet.
What your AI can actually do with this
Use this MCP when you need deep wine knowledge without opening a dozen browser tabs. You can ask your agent to pull detailed tasting notes on a specific bottle; track what's currently in your virtual cellar; or find the perfect food pairings for a rare vintage.
For example, instead of checking three different sites for regional history and pricing comparisons, you simply ask about it. The system cross-references vineyard profiles, checks global market data, and even compares two bottles side-by-side to help you decide. This is ideal for private collectors or hospitality managers who need instant expertise.
The platform handles the sensitive API keys through a zero-trust proxy; your credentials pass in transit but never sit on disk. You connect once from any MCP-compatible client, and the system manages all that complexity so you can focus only on what matters: the perfect pour.
019d849e-53eb-7115-b0aa-f5cae752543f Here's how it actually works
The bottom line is you talk to your AI agent like a sommelier, and it handles all the complicated database lookups behind the scenes.
Subscribe to the Winevybe MCP and input your developer API key into the Vinkius platform.
Connect your preferred AI client (Claude, Cursor, etc.) to the catalog via its native integration.
Ask a complex question in natural language; the agent automatically calls multiple tools to gather data and synthesizes an answer.
Who is this actually for?
Hospitality Managers who need quick recommendations for events; Private Collectors managing expensive cellars; Food Journalists writing reviews on tight deadlines.
Needs to instantly pull wine characteristics, pairing ideas, and regional history without opening the main Winevybe app.
Tracks the inventory of their personal cellar; checks if a particular vintage year was historically good for that region's harvest.
Gathers highly specific regional scores and wine details to write a credible review quickly.
What Changes When You Connect
Manage your collection easily. Use get_user_cellar to view your entire inventory, or add_wine_to_cellar when you acquire a new bottle.
Never guess at pairing again. Ask for food suggestions using get_pairings and get immediate recommendations based on the wine's profile.
Deep dive into quality. Use get_vintage_scores to check if the climate conditions of a specific year yielded good harvests in that region.
Compare bottles quickly. Running compare_wines generates an instant, structured contrast between two different selections for your table.
Get full context on producers. Check vineyard history and details using get_winery_info to add depth when writing or speaking about a wine.
See it in action
Planning a high-end dinner menu
The agent needs recommendations for wines that pair with salmon and risotto. The user asks, 'What's good for fish?' The agent calls get_pairings, returns suggestions, and then uses search_wines to show the current price range of those options.
Reviewing a recent auction purchase
A collector just bought a bottle. They ask their agent about it. The agent first calls get_wine_detail for notes, then uses get_reviews to check community reception, and finally runs add_wine_to_cellar so the item is tracked.
Writing a piece on Bordeaux history
The journalist needs background context. They ask about the region. The agent calls get_region_info for appellation details, then uses get_winery_info to profile major local producers, and finally checks historical quality with get_vintage_scores.
Comparing two competing options
The sommelier needs to decide between a Napa Meritage and a Bordeaux Blend. The agent runs compare_wines using the IDs, immediately highlighting differences in price and structure relative to each other.
The honest tradeoffs
Searching only by flavor
Asking the agent, 'Show me a wine that tastes like smoke.' The agent can't guess based on taste alone.
Instead, use search_wines and filter by known characteristics or regions. Then, use get_wine_detail to confirm if 'smoke' is listed in the professional tasting notes.
Listing all wines randomly
Just typing, 'Show me my wine stuff.' The agent will give you an overwhelming list of everything.
Always start with get_user_cellar to get a summary count first. Then ask the agent to audit a specific section or filter by varietal.
Asking for pairing without knowing wine
Asking, 'What pairs well with steak?' The system has no context about which steak.
You must first use get_wine_detail on the candidate wine. Once you have a profile (e.g., high tannin), then ask for pairings using get_pairings.
When It Fits, When It Doesn't
Use this MCP if your core task involves cross-referencing multiple, distinct data points about wine: inventory status plus regional history plus pairing rules. If you just need a simple list of available bottles by name or type, basic database search tools are fine, and you don't need the full complexity. However, if you need to combine knowledge—like 'Which wines in my cellar from a good vintage pair with Italian food?'—this is your tool. Don't use this if you only need to write out an essay about Bordeaux; better to pull structured data using get_region_info and then summarize it yourself. The power comes when the agent chains together calls like search_wines, followed by a get_vintage_scores, and finally, add_wine_to_cellar for tracking.
Questions you might have
How do I use the get_pairings tool? +
You just ask your agent for pairings. Provide the name or details of the wine you're interested in, and the system uses get_pairings to give food recommendations.
What if I want to check my inventory with get_user_cellar? +
Ask your agent to 'check my cellar'. It calls get_user_cellar, listing every bottle you've logged. You can then ask it to audit specific varietals within that list.
Can I compare two wines using the compare_wines tool? +
Yes, you give your agent the IDs or names of the two bottles, and compare_wines runs a side-by-side comparison, highlighting differences in structure, price, and rating.
How do I get details on a specific wine using get_wine_detail? +
Tell your agent the name of the wine. It calls get_wine_detail to pull comprehensive stats, tasting notes, and full profile data for you.
Does Winevybe track vintage quality using get_vintage_scores? +
Absolutely. Ask it about a specific region and year, and get_vintage_scores gives an analysis of the harvest quality for that time period.
How does get_region_info help me understand a wine's origin? +
It provides detailed information about the specific appellation where the wine was made. You get data on local terroir, history, and required growing conditions for that region.
What kind of profile does get_winery_info give me? +
This tool gathers background details on a specific producer or estate. You can learn about their history, signature varietals, and general reputation in the global wine market.
If I only know a wine by name, how do I find its details using search_wines? +
Running search_wines locates the exact bottle in the database based on keywords. It returns core metadata, including the Wine ID and basic tasting notes, allowing you to proceed with further analysis.
Can my AI automatically pull tasting notes and pairings out of a single bottle search? +
Yes! Use the get_wine_detail and get_pairings tools. Your agent will respond with complete metadata regarding aromas, tannin complexity, and best foods to match with the queried bottle.
How do I easily update the inventory inside my virtual cellar? +
Simply ask the agent to run the add_wine_to_cellar action providing the Wine ID and Quantity. It will modify your inventory database safely without manually clicking through menus.
Are there any destructive capabilities regarding regional scores or public metrics? +
No. The core set of tools dealing with global data limits itself strictly to querying records like get_vintage_scores. All write operations are firmly locked to your private user cellar.
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