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.

CartonCloud MCP Server for AutoGen 8 tools — connect in under 2 minutes

Name: CartonCloud
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 8 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add CartonCloud as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="cartoncloud_agent",
            tools=tools,
            system_message=(
                "You help users with CartonCloud. "
                "8 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About CartonCloud MCP Server

Connect your CartonCloud account to any AI agent and orchestrate your WMS (Warehouse Management System) and TMS (Transport Management System) through natural conversation. Streamline 3PL operations and inventory management.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use CartonCloud tools. Connect 8 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

Order Fulfillment — List and retrieve details for outbound sale orders and inbound purchase orders natively
Inventory Visibility — Monitor current stock levels by product and warehouse location in real-time
Transport Management — List transport consignments and track delivery statuses securely
Master Data Control — Access warehouse product details, including SKUs and unit of measure metadata
Customer Oversight — List and manage customer profiles and associated logistics data flawlessly
Financial Auditing — Retrieve generated invoices for logistics services directly within your workspace

The CartonCloud MCP Server exposes 8 tools through the Vinkius. Connect it to AutoGen in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect CartonCloud to AutoGen via MCP

Follow these steps to integrate the CartonCloud MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 8 tools from CartonCloud automatically

Why Use AutoGen with the CartonCloud MCP Server

AutoGen provides unique advantages when paired with CartonCloud through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use CartonCloud tools to solve complex tasks

Role-based architecture lets you assign CartonCloud tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive CartonCloud tool calls

Code execution sandbox: AutoGen agents can write and run code that processes CartonCloud tool responses in an isolated environment

CartonCloud + AutoGen Use Cases

Practical scenarios where AutoGen combined with the CartonCloud MCP Server delivers measurable value.

Collaborative analysis: one agent queries CartonCloud while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from CartonCloud, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using CartonCloud data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process CartonCloud responses in a sandboxed execution environment

CartonCloud MCP Tools for AutoGen (8)

These 8 tools become available when you connect CartonCloud to AutoGen via MCP:

get_product_stock

Get current stock levels for a specific product

get_sale_order_details

Get details for a specific sale order

list_consignments

List transport consignments

list_logistics_customers

List customers associated with the tenant

list_logistics_invoices

List generated invoices for logistics services

list_purchase_orders

List inbound purchase orders

list_sale_orders

List outbound sale orders

list_warehouse_products

List warehouse products and master data

Example Prompts for CartonCloud in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with CartonCloud immediately.

"List my last 10 sale orders in CartonCloud."

"What is the current stock for product ID 555?"

"Show me the transport consignments for today."

Troubleshooting CartonCloud MCP Server with AutoGen

Common issues when connecting CartonCloud to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

CartonCloud + AutoGen FAQ

Common questions about integrating CartonCloud MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call CartonCloud tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.