How to Use the Shipmondo MCP in Google ADK

Q: How does Shipmondo and Google ADK handle warehouse inventory?

The agent uses listwarehouses to discover all configured locations. This is essential for making sure that the shipment process starts from the correct point in your supply chain.

Q: Can I use Shipmondo and Google ADK to get a new quote?

Absolutely. The agent invokes getshippingquote instantly, providing rate comparisons across carriers. This allows your enterprise agents to make quick, informed decisions about shipping costs.

Q: How can I check my account balance with Shipmondo and Google ADK?

You just let the agent call getaccountbalance. It immediately surfaces your current credit status, which is critical before any shipment creation happens. No guesswork involved.

Q: Can Shipmondo and Google ADK list all pending returns?

Yes. The agent calls listreturns to compile a full manifest of return shipments. This ensures your team doesn't miss any reverse logistics tasks.

Build enterprise shipping agents with Google ADK: Multi-carrier logistics for Shipmondo on GCP.

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Connect Shipmondo MCP to Google ADK

Create your Vinkius account to connect Shipmondo to Google ADK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup Shipmondo with Google ADK

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Model Cross-Border Rates via MCP Server

The agent can pull real-time rates before a shipment. It uses `get_shipping_quote` to compare costs across various carriers, allowing your large models to reason about optimal routing decisions. The agent also accesses `list_carriers`, giving the Gemini model all necessary data points to choose the most financially sound option for the user's BigQuery analysis.

Manage Returns and Shipments with Google ADK

Need a full picture of logistics? The agent can list existing shipments using `list_shipments` or pull details on returns via `list_returns`. This gives the long-context model all necessary data. The core workflow is managing new packages. It handles both listing available carriers (`list_carriers`) and initiating label creation with `create_shipment`.

Get Full Order Context from Shipmondo

The agent can pull specific sales details using `get_order`, giving the Gemini model granular insight into a transaction. This is crucial for complex, multi-step data processes. The tool also lets you see all pending jobs via `list_orders`. You'll get structured access to order records that feed directly into your GCP pipelines.

Setup guide

Set up Shipmondo MCP in Google ADK

Prerequisites

Python 3.10+ installed
google-adk package (pip install google-adk)
Active Vinkius subscription with a valid endpoint token

1

Install Google ADK

Run pip install google-adk to install the Agent Development Kit. MCP support is included via the McpToolset class.
2

Connect via SSE transport

Use McpToolset.from_server() with SseServerParams pointing to your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Create an LlmAgent

Pass the returned mcp_tools list directly to LlmAgent(tools=mcp_tools). The ADK maps each MCP tool to a native Gemini function call — no manual schema definitions required.
4

Run with any Gemini model

The agent works with any Gemini model (gemini-2.0-flash, gemini-2.5-pro, etc.). Copy the full example on the right to get started with Shipmondo tools in your ADK agent.

agent.py

from google.adk.agents import LlmAgent
from google.adk.tools.mcp_tool.mcp_toolset import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import SseServerParams

# Connect to the MCP via SSE
mcp_tools, exit_stack = await McpToolset.from_server(
    connection_params=SseServerParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    )
)

# Create your agent with auto-discovered tools
agent = LlmAgent(
    name="Shipmondo_agent",
    model="gemini-2.0-flash",
    instruction="You have access to Shipmondo tools via MCP.",
    tools=mcp_tools,
)

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Shipmondo. 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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Common questions about Shipmondo MCP in Google ADK

The agent uses `list_warehouses` to discover all configured locations. This is essential for making sure that the shipment process starts from the correct point in your supply chain.

Absolutely. The agent invokes `get_shipping_quote` instantly, providing rate comparisons across carriers. This allows your enterprise agents to make quick, informed decisions about shipping costs.

The main data types processed are sales order details, warehouse locations, and specific shipment records. This makes the agent very useful for complex auditing tasks.

You just let the agent call `get_account_balance`. It immediately surfaces your current credit status, which is critical before any shipment creation happens. No guesswork involved.

Yes. The agent calls `list_returns` to compile a full manifest of return shipments. This ensures your team doesn't miss any reverse logistics tasks.

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