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 Google ADK 8 tools — connect in under 2 minutes

Name: CartonCloud
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 8 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add CartonCloud as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

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Vinkius supports streamable HTTP and SSE.

python

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="cartoncloud_agent",
    instruction=(
        "You help users interact with CartonCloud "
        "using 8 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

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IAMAccess control

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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.

Google ADK natively supports CartonCloud as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 8 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

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 Google ADK 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 Google ADK via MCP

Follow these steps to integrate the CartonCloud MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 8 tools from CartonCloud via MCP

Why Use Google ADK with the CartonCloud MCP Server

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

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with CartonCloud

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine CartonCloud tools with BigQuery, Vertex AI, and Cloud Functions

CartonCloud + Google ADK Use Cases

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

Enterprise data agents: ADK agents query CartonCloud and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine CartonCloud tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query CartonCloud regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including CartonCloud

CartonCloud MCP Tools for Google ADK (8)

These 8 tools become available when you connect CartonCloud to Google ADK 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 Google ADK

Ready-to-use prompts you can give your Google ADK 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 Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

CartonCloud + Google ADK FAQ

Common questions about integrating CartonCloud MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.