# Vinsight MCP for AI Agents AI Agent Connect > Vinsight lets you run your wine, beer, and spirits production through a natural conversation with your AI agent. It connects your entire operation—from raw materials and vessel capacity to batch tracking and lab results—into one interface. Whether you're checking stock levels across multiple warehouses or monitoring fermentation data, this Connector puts your production data into plain English. ## Overview - **Category:** erp-operations - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_3JzGK0YiTIEG3Esviyc5Cr2CeflmRFofOTEFaUKe/ai-agent-connect - **Tags:** production-management, supply-chain, batch-tracking, winery-software, inventory-control, sales-orders ## Description Imagine you're standing in a cellar or a production floor and you need to know exactly how much capacity is left in your fermentation tanks or if a specific batch of Pinot Noir is ready for the next stage. Usually, that means digging through a complex ERP dashboard, clicking through multiple tabs, and cross-referencing spreadsheets. With this Connector, you just ask your agent. It pulls the data directly from your Vinsight operation so you can make calls on the fly. You can check if you have enough grapes for next season, see what's currently on order from your distributors, or grab the latest pH and alcohol levels from the lab without leaving your conversation. It turns a heavy industrial tool into a conversational partner. Because Vinkius hosts this in their catalog, you can plug it into your existing workflow and stop fighting with data entry. It's about moving from looking for information to getting answers instantly, whether you're balancing the books or planning the next bottling run. ## Tools ### search_stock_items Find specific products like wines, beers, or raw materials with pricing and tax codes. This helps you quickly identify items in your catalog. ### list_stock_levels See current inventory counts across all locations for quick fulfillment checks. Use this to make fast reorder decisions. ### list_lab_results Pull the latest quality control data like pH, alcohol, and residual sugar. It's essential for monitoring fermentation and compliance. ### list_warehouses View a list of all your warehouse locations for multi-site inventory management. This gives you a bird's eye view of your storage. ### get_stock_item Pull the complete record for a specific product, including its SKU and description. Use this for the definitive product details. ### list_sales_orders Review all current and past sales orders to track revenue and shipping. This is your core revenue tracking tool. ### list_production_orders See all active production runs and the materials they require. This tracks the actual winemaking or brewing process. ### list_batches Monitor individual lots through their entire lifecycle using batch codes and vintages. It helps you track specific production runs. ### list_vessels Check the capacity and fill levels of your tanks, barrels, and fermenters. This is your go-to for cellar space planning. ### get_sales_order Get the specific details for a single order, including customer info and totals. It's perfect for checking a specific shipment. ### search_contacts Look up profiles for suppliers, distributors, and customers with their payment terms. This keeps your contact list organized. ### list_purchase_orders Track incoming supplies like bottles, corks, chemicals, and grapes. Use this to monitor your production inputs. ## Prompt Examples **Prompt:** ``` What's the status of our current production for the Cabernet? ``` **Response:** ``` ### 🍷 Cabernet Production Status **Current Run:** Production Order #PO-8821 **Batch:** Batch #442 (2024 Vintage) **Vessel:** Tank S-04 **Status:** Fermenting **Current Fill Level:** 85% *Note: The cellar team is scheduled to check the next stage tomorrow morning.* ``` **Prompt:** ``` Do we have enough bottles for the next bottling run? ``` **Response:** ``` ### 📦 Bottle Inventory Report | Item | Available | Committed | On-Order | | :--- | :--- | :--- | :--- | | 750ml Green | 4,200 | 1,800 | 2,000 | | 750ml Clear | 1,500 | 500 | 0 | **Summary:** You have 2,400 clear bottles available. You'll need to wait for the next shipment of 2,000 green bottles to arrive before starting that run. ``` **Prompt:** ``` Show me the latest lab results for the IPA batch. ``` **Response:** ``` ### 🧪 Lab Analysis: IPA Batch #12 **Last Tested:** 2026-07-14 * **pH:** 4.25 * **TA:** 5.8 g/L * **Alcohol:** 6.4% ABV * **Residual Sugar:** 2.1° Plato * **Dissolved Oxygen:** 12 ppb *Status: Within target parameters.* ``` ## Capabilities ### Check real-time stock levels See available and committed inventory counts across all your warehouse locations. ### Monitor vessel capacity Get immediate updates on tank, barrel, and fermenter fill levels. ### Retrieve lab analysis Pull quality control data like pH, alcohol, and residual sugar from recent tests. ### Manage production orders Track active winemaking or brewing runs and the materials they require. ### Track sales and orders View customer orders, shipping statuses, and historical sales data. ### Monitor supply chain Check incoming purchase orders for bottles, corks, chemicals, and raw materials. ## Use Cases ### Checking cellar capacity A winemaker needs to know if Tank B has enough room for a new blend. They ask the agent to check vessel capacity with list_vessels. ### Verifying stock for a distributor A sales rep wants to know if 500 cases of Chardonnay are ready to ship. They ask the agent to check stock levels using list_stock_levels. ### Monitoring supply arrivals An ops manager needs to see if the latest shipment of bottles arrived. They ask the agent to list purchase orders with list_purchase_orders. ### Reviewing fermentation data A brewmaster wants to see if the current batch hit the target alcohol level. They ask the agent to pull the latest lab results with list_lab_results. ## Benefits - Get instant visibility into your cellar space by checking vessel capacity with list_vessels. - Stop guessing on inventory with list_stock_levels that shows available and committed stock. - Stay on top of quality control by pulling lab results with list_lab_results during fermentation. - Speed up sales by checking available stock and order history using search_contacts and list_sales_orders. - Track your supply chain more accurately by monitoring incoming materials with list_purchase_orders. - Keep production on schedule by reviewing active runs and batch details with list_production_orders and list_batches. ## How It Works The bottom line is you get a conversational interface for your entire beverage production ERP. 1. Connect your Vinsight account to the Connector through the Vinkius dashboard. 2. Link your preferred AI client like Claude or Cursor to the Vinkius catalog. 3. Ask your agent questions about your inventory, batches, or production status. ## Frequently Asked Questions **Can Vinsight MCP help me manage my brewery inventory?** Yes, it tracks stock levels across all your warehouse locations. You can ask your agent about available stock, committed items, and what's currently on order. **Can I use Vinsight MCP to check fermentation data?** Yes, it pulls the latest lab results directly from your system. You can check pH, alcohol levels, and other critical quality control metrics through natural conversation. **Does Vinsight MCP work for wine production?** Absolutely. It's designed specifically for wineries and distilleries to manage production orders, batch tracking, and cellar logistics like vessel capacity. **How does Vinsight MCP help with sales orders?** It allows you to view all current and past sales orders. You can quickly check order statuses, customer details, and shipping information without leaving your chat. **Can I track my barrels with Vinsight MCP?** Yes, it lists your vessels including tanks and barrels. You can check their capacity, current contents, and fill levels for better cellar space planning. **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.