Vinsight MCP for AI. Manage production, inventory, and sales from one conversation.
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Vinsight lets you manage the entire lifecycle of beverage production—from grapes to bottle. It handles inventory tracking for wine, beer, and spirits; monitors every batch code and vessel level in the cellar; and tracks sales orders from initial customer contact through final shipment.
You can run your whole operation, including quality control checks and purchase order logging, using only natural conversation.
What your AI can do
Search stock items
Searches for product information across wine, beer, spirits, and raw materials using keywords or SKUs.
List stock levels
Provides the current total inventory count across multiple locations for quick reorder planning.
List lab results
Provides a list of quality control analyses, sorted by date for compliance checks.
Get a real-time count of products across all warehouses, showing available, committed, and on-order quantities.
Review details about production runs, including materials used and the final output product assignments for specific batches.
Log and track material purchases like bottles, corks, or chemicals using purchase orders.
List tanks, barrels, and other vessels, providing details on capacity, current volume, and physical location.
Access recent lab analyses for specific batches, including critical readings like pH, Total Acidity, and alcohol content.
Pull up contact information, payment terms, and order history for any known client or supplier.
Ask an AI about this
Waiting for input…
Vinsight: 12 Tools for Operations Management
These twelve tools allow your agent to perform every core function of a beverage business—from tracking raw materials (list_purchase_orders) to finalizing sales orders (get_sales_order).
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 Vinsight on VinkiusSearch Stock Items
Searches for product information across wine, beer, spirits, and raw materials using keywords or SKUs.
List Stock Levels
Provides the current total inventory count across multiple locations for quick...
List Lab Results
Provides a list of quality control analyses, sorted by date for compliance checks.
List Warehouses
Provides a list of all physical storage locations if you operate across multiple...
Get Stock Item
Retrieves the definitive product record, including pricing and compliance codes.
List Sales Orders
Lists core revenue records, giving a high-level view of all customer sales orders.
Get Sales Order
Pulls specific details for one customer order using its ID.
Search Contacts
Finds customer or supplier profiles, giving access to addresses and order history...
List Purchase Orders
Tracks supply chain movements for materials like bottles, corks, and chemicals...
List Production Orders
Shows the history and status of all major winemaking or brewing production runs.
List Batches
Lists all individual production lots, tracking them through every stage of the...
List Vessels
Lists all tanks and barrels, detailing capacity, current contents, and fill level for space planning.
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.
Claude AI
Open Claude Settings
Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.
Add Custom Connector
Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:
https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp
Replace [YOUR_TOKEN_HERE] with your token
from cloud.vinkius.com. For OAuth-protected servers, expand
Advanced settings to add credentials.
Start a conversation
Open a new chat. The Vinsight integration is available immediately — no restart needed.
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 Vinsight, 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 Vinsight. 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 12 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
Tracking inventory across multiple sites is a nightmare.
Today, getting a clear picture of stock means opening your ERP dashboard, checking the warehouse module for one location, then switching to another tab or sheet to see if those items are reserved on an open sales order. You spend time copy-pasting IDs and cross-referencing dates just to know: 'How much do we actually have right now?'
With this MCP, you simply ask your agent for the total inventory status across all locations. It combines data from list_stock_levels and list_warehouses into one clean report. You get a single answer without leaving the chat window.
Getting complete production visibility with list_batches.
Manual tracking requires logging every time a batch code moves—from fermenter to barrel, from one warehouse lot to another. You're manually updating status fields and ensuring the vintage and location codes match across three different systems.
This MCP handles that complexity. By calling list_batches, you get a live record of where each specific lot is, what its unique batch code is, and exactly which production orders contributed to it. The history is always accurate.
What your AI can actually do with this
You connect your beverage business to an AI agent and manage everything with plain talk. Need to know what's going on in the cellar? It tracks every vessel—tanks, barrels, fermenters—reporting capacity, current contents, and fill levels instantly. You can monitor production runs by reviewing inputs and outputs for specific batches or track raw materials incoming via purchase orders.
The system keeps tight tabs on inventory across all warehouses, differentiating between available stock, committed sales, and items already ordered. When a sale happens, you pull up the order details using the customer's name or ID. Furthermore, you can always check quality control by pulling the latest lab results—pH, alcohol content, dissolved oxygen—against specific batches.
Because this system handles critical financial movements and inventory changes, every single action is logged with a cryptographically signed audit trail on Vinkius, giving your team total visibility into exactly what happened and when. This means you don't have to trust spreadsheets; the record is verifiable.
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Here's how it actually works
The bottom line is that you talk to your agent like you're talking to an employee; it pulls all the necessary data from Vinsight to give you a single answer.
Start by telling your agent what you need. For example, 'What's the current inventory of Chardonnay 2024?'
Your agent interprets that request and makes calls to multiple endpoints—like listing stock levels and checking batch data—to gather all relevant numbers.
It compiles a single, readable summary for you: the available bottles, where they are stored, and how many are already reserved for pending orders.
Who is this actually for?
Anyone whose day involves physical goods, production cycles, or complex supply chains. This is for operations managers tired of jumping between inventory sheets, warehouse management tools, and sales CRM dashboards just to get one number.
Needs a clear picture of physical assets, checking list_vessels or running reports on list_warehouses before approving any production run.
Manages the product itself, using list_batches and list_lab_results to ensure quality control standards are met before bottling or selling.
Needs immediate stock visibility. They check list_sales_orders first, then use search_stock_items to confirm if the client's requested quantity is actually available right now.
What Changes When You Connect
Know where everything is. Instead of checking multiple tabs for stock levels, list_stock_levels gives you an immediate count across all sites, critical for fulfilling orders.
Track every drop. You can monitor your cellar space using list_vessels and track the life cycle of product lots with list_batches, ensuring nothing gets lost in transit or production.
Manage raw materials flow. Use list_purchase_orders to keep tabs on incoming goods—whether it's grapes, bottles, or chemicals—so you never run short right before a big sale.
See the full customer picture. Search contacts pulls not just addresses but also payment terms and order history for any client, saving research time.
Verify quality instantly. Need to know if a batch passed QC? list_lab_results gives you immediate access to pH, TA, and alcohol readings for compliance checks.
Streamline fulfillment planning. Combining the data from list_sales_orders with search_stock_items lets your agent calculate exactly what needs to be reserved.
See it in action
The End-of-Day Inventory Audit
It's 5 PM, and the ops team needs a final count before closing. They ask their agent for 'total inventory available.' The agent uses list_stock_levels and list_warehouses to provide a single number, preventing manual spreadsheet reconciliation.
Pre-Sale Stock Check
A sales rep promises a client 50 cases of Merlot. Instead of guessing, they ask the agent for 'available stock.' The agent runs search_stock_items against the current inventory and confirms availability instantly.
Investigating a Production Delay
A brewmaster hears about a delay in bottling. They ask the agent to check 'production history for Batch 42.' The agent uses list_batches and list_production_orders to trace exactly where the batch stopped.
Onboarding a New Client
A sales team member needs to know everything about a new distributor. They ask for 'details on Acme Imports.' The agent uses search_contacts and list_sales_orders to provide a full background, including payment terms.
The honest tradeoffs
Trying to cross-reference manually
Exporting a list of sales orders, then opening the stock sheet, and trying to match item codes by hand. This is slow and error-prone.
Ask your agent directly: 'Show me current inventory levels for items listed in open sales orders.' The MCP handles the connection between list_sales_orders and list_stock_levels automatically.
Only checking product details
Running get_stock_item repeatedly without context, which only gives static data but doesn't show if that stock is available or reserved.
Always use list_stock_levels first. This shows the dynamic status of the inventory, not just what the product is.
Ignoring location context
Assuming all stock is in one place when you have multiple warehouses or vessels.
Start by calling list_warehouses to confirm your sites. Then, run inventory checks for specific locations using the list_stock_levels tool.
When It Fits, When It Doesn't
Use this MCP if your business operates physical goods through defined cycles: buying inputs, producing batches, storing in vessels/warehouses, and selling them to contacts. It's perfect for anyone running a winery or brewery that needs to track product from the grape harvest to the final invoice. Don't use it if your primary need is purely digital—like managing blog comments or internal HR tickets; those require a messaging or CRM-focused tool instead. If you only care about looking up one single item and don't need status updates, search_stock_items might be enough, but for true operational control, you need the full suite of list tools.
Questions you might have
How does the Vinsight MCP handle inventory tracking for multiple warehouses? +
The MCP uses list_warehouses first to identify all your physical sites. It then runs list_stock_levels against those locations, giving you a consolidated view of stock availability across every site.
Can I use the list_sales_orders tool to check if a customer has pending orders? +
Yes. You can run list_sales_orders to get a high-level overview of all active sales, which helps you quickly identify customers with recent or open purchases.
What is the difference between search_stock_items and get_stock_item? +
search_stock_items searches broadly using keywords (e.g., 'Chardonnay'). get_stock_item pulls the complete, definitive record for one specific product ID.
Does list_vessels help with cellar space planning? +
Yes. It lists all your tanks and barrels along with their capacity, current fill level, and location, making it easy to plan where the next big batch needs to go.
When I use list_lab_results, what security measures protect sensitive quality control data? +
The results are stored within a cryptographically signed audit trail. Vinkius ensures that every call generates an immutable record (SHA-256 hash) of the analysis performed and who accessed it.
How does list_purchase_orders help me track incoming materials like grapes or corks? +
It gives you full visibility into your supply chain inputs. You can monitor expected material arrivals, linking purchase orders directly to when those raw items hit your inventory.
If I use get_stock_item and the SKU doesn't exist, what error message do I receive? +
The system returns a standardized 'Item Not Found' status code. This clear failure signal lets your agent know immediately that you need to check the product catalog or correct the input.
When I call list_batches, can the system handle querying multiple vintages and decades of production? +
Yes, it's designed for scale. You can apply date range filters and pagination to efficiently pull batch data across many years without timing out.
Does Vinsight work for breweries too? +
Yes! Vinsight manages wine, beer, and spirits production. The same API covers all beverage types — wineries, breweries, and distilleries.
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