# LeafLink MCP for AI Agents AI Agent Connect > LeafLink MCP lets you manage your cannabis wholesale business directly through your AI agent. It handles everything from updating stock levels and listing new products to tracking wholesale orders and managing your brand network. You can talk to your agent to get real-time inventory data or update order statuses without jumping between tabs. ## Overview - **Category:** ecommerce - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_bsfto4fanjcWD1TimiUb8y30SuoppDWzIkiZYbQe/ai-agent-connect - **Tags:** wholesale-marketplace, order-management, inventory-tracking, supply-chain, b2b-commerce ## Description This cannabis wholesale management MCP lets you manage your business directly through your AI agent. Managing a wholesale operation usually means jumping between different tabs to keep your inventory accurate and your orders moving. You're constantly checking if a specific flower variety is in stock, updating pricing for new product launches, and trying to keep up with a growing list of wholesale buyers. It's a lot of manual data entry that pulls you away from actually growing the business. This connection changes that by letting your AI agent do the heavy lifting. Instead of manual clicks, you can just ask your agent to check stock levels, move an order from pending to fulfilled, or create a new product listing. You'll get a clear picture of your wholesale operations without the headache of navigating complex dashboards. By connecting this to the Vinkius catalog, you give your AI a direct line to your account, making it way easier to keep your supply chain running smoothly. You can quickly see who's buying what and ensure your products are always available for sale. For example, if a large order comes in, you can immediately check the stock of the required items and update the order status in one go. If you're launching a new brand, you can have your agent create the listings and set the prices while you're busy with other tasks. It turns a chore into a conversation, letting you focus on the bigger picture while the agent handles the nitty-gritty data management. ## Tools ### list_wholesale_brands See all the brands registered in your account. This helps you keep track of your various wholesale partners. ### create_new_product Add a new product to your wholesale catalog with a JSON body of details. Use this to get new items live quickly. ### list_wholesale_customers Get a full list of all your buyers and customers. Use this to see who is currently active in your network. ### get_order_details Pull the specific details for a single wholesale order. This is perfect for checking specific item quantities. ### get_product_details Retrieve specific information about a product in your catalog. Use this to check pricing or descriptions. ### list_received_orders See a list of all wholesale orders you've received. This gives you a bird's eye view of your current workload. ### list_wholesale_products View every product currently available in your inventory. Use this to audit your current stock levels. ### update_order_status Change an order's status to accept, fulfill, cancel, or reject. This keeps your fulfillment pipeline moving. ### update_product_inventory Change the stock level for a specific product in your catalog. Use this to keep your availability accurate. ## Prompt Examples **Prompt:** ``` Show me all active wholesale orders in LeafLink. ``` **Response:** ``` I've retrieved your received orders. You have 8 active orders, including Order #ORD-101 from 'Green Valley Dispensary' and #ORD-102 from 'High Peak Wellness'. Would you like to see the details for any of them? ``` **Prompt:** ``` Check the inventory level for 'Sour Diesel Flower 3.5g'. ``` **Response:** ``` For 'Sour Diesel Flower 3.5g', I found 150 units currently in stock with 25 units reserved for pending orders, leaving 125 units available for wholesale. ``` **Prompt:** ``` Accept the order #ORD-101. ``` **Response:** ``` Successfully accepted order #ORD-101. Its status has been updated in LeafLink, and the buyer has been notified. ``` ## Capabilities ### Update stock levels Adjust product inventory instantly via voice or text. ### Move orders through the lifecycle Transition orders to accepted, fulfilled, or canceled states with a simple command. ### Create product listings Add new items to your wholesale catalog including pricing and metadata. ### Pull order details Get full information on any wholesale order received from your buyers. ### View brand networks See a complete list of registered brands and buyers in your account. ## Use Cases ### Quick stock adjustments A manager notices a batch is sold out and asks the agent to check the stock of a specific flower variety, then uses update_product_inventory to set it to zero. ### Batch order processing An ops lead asks for all received orders and then uses update_order_status to accept the top three to get the fulfillment team started. ### Rapid product launches A sales lead wants to put a new strain live and uses create_new_product to add it to the catalog with the correct pricing and metadata. ### Buyer research A director asks for a list of all buyers to see which regions have the highest order volume for planning a new marketing push. ## Benefits - Stop manual inventory updates by using update_product_inventory to change stock levels instantly. - Speed up order fulfillment by using update_order_status to move orders through their lifecycle quickly. - Keep your catalog current by using create_new_product to add new items without manual data entry. - Get instant clarity on your sales network by using list_wholesale_customers to see your full buyer list. - Monitor your incoming pipeline easily by using list_received_orders to see everything waiting to be processed. ## How It Works The bottom line is you get a conversational way to manage your entire cannabis wholesale operation. 1. Subscribe to the LeafLink MCP on Vinkius. 2. Add your LeafLink API Key (JWT Bearer Token) to your agent's configuration. 3. Start asking your agent to manage orders, inventory, and products in plain English. ## Frequently Asked Questions **Can LeafLink MCP help me manage my cannabis wholesale orders?** Yes, it gives your AI agent the ability to list, view, and update wholesale orders directly. You can move orders through their lifecycle using simple commands. **How does LeafLink MCP update my inventory levels?** You can ask your agent to change the stock level for any specific product. It updates the availability in your catalog instantly so your buyers always see accurate info. **Can I use LeafLink MCP to add new products to my catalog?** Yes, you can have your agent create new product listings. Just provide the details like name and price, and it will add them to your wholesale catalog. **Does LeafLink MCP work with my existing LeafLink account?** It does. You just need to connect your account using your API key. Once connected, your AI agent can perform actions on your behalf across the whole platform. **Can I see my list of buyers using LeafLink MCP?** Yes, you can pull a full list of your registered buyers and customers. This makes it easy to see who is active in your wholesale network without digging through menus. **How does LeafLink MCP handle order status changes?** It allows you to transition orders to different states like accepted, fulfilled, or canceled. You just tell your agent which order to update and what the new status is. **How do I update the inventory level for a product?** Use the `update_product_inventory` tool with the unique product ID and the new total quantity. This will update the quantity field in LeafLink. **Can I fulfill an order using the agent?** Yes, use the `update_order_status` tool with the order number and set the action to 'fulfill' to transition the order status. **Is it possible to see my buyer list?** Absolutely. The `list_wholesale_customers` tool retrieves all organizational buyers and dispensary accounts registered in your LeafLink network.