CartonCloud MCP for AI. Manage End-to-End Logistics Data Flow
Works with every AI agent you already use
…and any MCP-compatible client








Connect to your AI in seconds.
CartonCloud connects your warehouse and transport systems directly into your AI agent. You can check real-time stock levels, pull full lists of inbound and outbound orders, track specific shipments by ID, and audit logistics invoices—all through natural conversation.
What your AI can do
Get sale order details
Pulls every detail for a single, specific outbound sale order number.
Get product stock
Checks and returns the available quantity for a specific product SKU in your warehouse.
List consignments
Shows all currently active transport shipments and their latest delivery status.
It pulls the precise, real-time stock count for any specific product SKU.
You can list transport consignments and get current delivery statuses without needing a tracking number upfront.
The agent pulls details for both outbound sale orders and inbound purchase orders, letting you see the full order flow.
It retrieves generated invoices related to logistics services, giving you immediate financial visibility.
You can list and update customer profiles or access master product details like SKUs and unit of measure metadata.
Ask an AI about this
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CartonCloud MCP: 8 Available Tools
Access all tools to manage warehouse operations, order fulfillment, inventory visibility, and transport logistics from your chat interface.
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 CartonCloud on VinkiusGet Sale Order Details
Pulls every detail for a single, specific outbound sale order number.
Get Product Stock
Checks and returns the available quantity for a specific product SKU in your...
List Consignments
Shows all currently active transport shipments and their latest delivery status.
List Logistics Customers
Provides a complete list of customer accounts associated with the logistics service.
List Logistics Invoices
Generates and lists specific invoices for services provided by CartonCloud.
List Warehouse Products
Lists the official product catalog and master data definitions used across your warehouse.
List Purchase Orders
Lists all incoming goods orders, showing what products are expected to arrive at the warehouse.
List Sale Orders
Retrieves a list of outbound customer orders that are ready or pending fulfillment.
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 CartonCloud, 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 CartonCloud. 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 8 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
The pain of reconciling order flow across siloed systems.
Today, figuring out if a customer's shipment is ready involves three stops: logging into the WMS to check stock; opening the TMS to track the truck; and finally jumping over to accounting to verify the invoice was generated. You spend time copying order IDs between tabs just to build a single picture.
With this MCP, your agent pulls that data for you. Ask it to list outbound sale orders, then ask it to check if those same items have current stock levels and if corresponding logistics invoices exist. It stitches the whole operational chain together in one query.
Get Shipment Status with `list_consignments`
You used to wait for a status update email or had to call dispatch, asking them to manually check the carrier portal. You'd spend ten minutes just confirming if the shipment even left the dock.
Now you ask your agent to run `list_consignments`. It pulls the active transport data and tells you exactly where it is without you having to open a single dashboard.
What your AI can actually do with this
Running a 3PL operation means dealing with data that lives everywhere: the warehouse database, the sales platform, the carrier API, and finance. This MCP handles all of it. You connect your CartonCloud account via Vinkius and give your AI agent direct access to your WMS and TMS functions. Instead of logging into five different dashboards just to answer a customer's question about their shipment status, you ask your agent directly.
It pulls the necessary information—like retrieving generated invoices or listing inbound purchase orders—and gives you one clean summary. You can check current stock levels by product ID and even manage master data for customers without ever leaving your chat window. This is how you stop wasting time switching tabs and start getting actual answers.
019d756a-1a2f-7266-b015-c7d6f4710cb9 Here's how it actually works
The bottom line is that you talk to one interface, and it talks to all your logistics systems.
First, subscribe to this MCP on Vinkius and input your specific CartonCloud credentials (Client ID, Secret, Region).
Next, activate the connector within your AI client. This gives your agent permission to run logistics queries against your live system.
Finally, just ask your agent a question, like 'What's the stock for product X?' or 'List my pending shipments.' The agent executes the tool call and returns the answer.
Who is this actually for?
Warehouse Managers who are done switching between WMS dashboards. Transport Coordinators who need instant shipment status checks without calling a carrier. Logistics Administrators who have to reconcile invoices against inventory counts.
Checking stock levels for multiple SKUs or listing inbound purchase orders when planning receiving docks.
Running audits by pulling generated invoices and cross-referencing them against customer master data in a single chat session.
Comparing current stock levels with pending sale orders to identify immediate material shortages before they happen.
What Changes When You Connect
Know inventory status instantly. Instead of logging into a WMS dashboard just to check stock, use the get_product_stock tool via chat. You get immediate confirmation on availability.
Track shipments without friction. Use list_consignments to see all active transport runs and their progress. No need to open carrier websites or call dispatchers.
Audit billing easily. When reviewing costs, the agent uses list_logistics_invoices so you can pull service invoices immediately alongside customer profiles from list_logistics_customers.
Manage the full cycle. You can compare pending goods using list_purchase_orders against what was actually sold via list_sale_orders, helping catch discrepancies early.
Get deep order visibility. Instead of just seeing a list, you can use get_sale_order_details to get all the specifics on one single outgoing shipment.
See it in action
The Customer Calls with an Urgent Status Check
A customer calls asking where their shipment is. Instead of reading a vague tracking number, you ask your agent to use list_consignments and then pull the full details using get_sale_order_details. Your agent responds immediately: 'It's out for delivery from location XYZ.' You solve it in seconds.
Reconciling Inventory Shortages
The sales team notes an order discrepancy. The planner asks the agent to check list_purchase_orders and compare those expected items against what the system reports with get_product_stock. This quickly flags if goods are delayed or miscounted.
Quarterly Financial Review
The accounting team needs to audit fulfillment costs. They ask the agent to pull all relevant invoices using list_logistics_invoices and then cross-reference the customer data using list_logistics_customers. This builds a complete, verifiable report.
Checking Master Data Integrity
A new warehouse product is added. Rather than updating three separate systems, you use the agent to access the master catalog via list_warehouse_products, ensuring SKUs and unit of measure are correct before listing any sale orders.
The honest tradeoffs
Manual Dashboard Hopping
A user needs stock levels. They go to the WMS dashboard, search by product ID, take a screenshot of the count, open the spreadsheet, and paste it into the chat.
Just ask your agent: 'What is the current stock for SKU 123?' The agent runs get_product_stock directly and provides the number in text format.
Mixing Up Orders
A user needs to know if a customer's order was fulfilled. They might check general sale orders, but miss the specific details needed for billing.
Don't just list them. Use get_sale_order_details to get the full record, and then run list_logistics_invoices to verify that payment records exist.
Ignoring Expected Goods
A shipment is late because the receiving team forgot to log an incoming delivery. They only check current stock against sale orders.
First, run list_purchase_orders to see what was expected. Then, use that data alongside get_product_stock to confirm if the goods actually arrived.
When It Fits, When It Doesn't
Use this MCP if your daily work involves coordinating multiple functional silos—specifically finance/billing, inventory tracking, and shipment logistics. If you need to compare what was ordered (PO) against what is stocked (Product Stock) and finally confirm that the sale happened (Sale Order) and was paid for (Invoices), this is essential. Don't use it if all your data lives in a single system with one simple API; then, a basic REST client will suffice. If you only need to list customer names, list_logistics_customers handles that, but for the full operational picture, you need the whole suite.
Questions you might have
How do I check stock for a product using get_product_stock? +
You simply ask your agent, 'What's the stock level for SKU 456?' It executes get_product_stock and gives you the available count immediately. You don't need to provide any complex parameters.
Can list_purchase_orders help with current inventory counts? +
Yes, it helps by showing what goods are expected soon. By comparing list_purchase_orders results against the data from get_product_stock, you can predict future stock levels.
What is the difference between list_sale_orders and get_sale_order_details? +
list_sale_orders gives you a quick view of many orders, like an index. get_sale_order_details lets you drill down into one specific order ID to see every line item and status.
Do I need list_logistics_invoices to know if I was paid? +
It's the best way. Running list_logistics_invoices gives you a direct, auditable record of services rendered and billed through CartonCloud.
What does the status code mean if I use list_consignments? +
The statuses are definitive indicators of shipment progress. 'Out for Delivery' means it has left the depot and is with the local courier, while 'Booked' indicates the shipment is scheduled but hasn't departed yet.
Can I use list_warehouse_products to filter by specific SKUs or units of measure? +
Yes, you can include filtering parameters when calling this tool. This limits the results to only show products matching your exact SKU or required unit metadata.
If I run list_logistics_customers, what unique identifier do I need for future actions? +
The Customer ID is the primary key you must extract from this listing. You use that specific ID whenever referencing a customer in other tools, such as checking invoices or placing orders.
How can I compare inbound stock using list_purchase_orders against current needs? +
First, run list_purchase_orders to get the expected inventory arrivals. Then, you pass those item IDs into other tools to reconcile what's coming in versus what your sales orders require.
Can I check stock levels for a specific SKU? +
Yes! Use the get_product_stock tool with the product's unique ID. The agent will return the current available quantities across your warehouses.
How do I see all pending sale orders? +
Use the list_sale_orders tool. Your agent will fetch the list of outbound orders along with their current status and customer information.
Which regions does this integration support? +
It supports all CartonCloud regions. You just need to specify your region subdomain (e.g., api-au for Australia, api-us for United States) during setup.
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