How to Use the J&T Express Malaysia MCP in Google ADK

Q: How do I configure J&T Express Malaysia with Google ADK?

Install google-adk and set up the McpToolset using the Vinkius HTTP transport URL to register the MCP Server. Pass the toolset directly to your LlmAgent to instantly expose tools like trackorder and createorder.

Q: Can I restrict Google ADK from canceling J&T Express Malaysia orders?

Yes, you can use the optional toolnames filter in your McpToolset configuration. Excluding cancelorder from this list ensures your Gemini-powered agent can never accidentally delete a shipment.

Q: Does this MCP Server support high-volume tracking requests?

Absolutely, the trackorder tool handles multiple bill codes in a single call. Your Google ADK agent can process batch tracking updates from your database without hitting rate limits.

Q: How does the agent get printable labels for warehouse staff?

The agent executes getwaybillimage to fetch the direct URL of the shipping label. Your MCP pipeline can then write this URL back to a Google Sheet or trigger a cloud-connected printer.

Connect J&T Express Malaysia to your Google ADK pipeline to automate shipping workflows using Gemini.

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Connect J&T Express Malaysia MCP to Google ADK

Create your Vinkius account to connect J&T Express Malaysia 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 J&T Express Malaysia with Google ADK

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Enterprise address validation with Google ADK

Gemini models excel at parsing messy, unstructured text from emails or databases. Your Google ADK agent takes this raw text and runs `list_provinces` and `list_cities` to match official Malaysian locations. Once validated, the agent uses `list_area_codes` to find the precise J&T sorting hub code. This prevents packages from getting lost due to typos in state or district names.

Automated order dispatch from BigQuery

Trigger physical shipments directly from your enterprise data warehouse. This MCP Server allows your Google ADK agent to read pending sales from BigQuery and call `create_order` for each shipment. After booking, the agent retrieves the routing details using `get_order_details`. It updates your internal database with the tracking number in a single, automated loop.

Instant rate quoting via Gemini

Give your customers instant shipping quotes during chat conversations. Our toolset lets the agent invoke `get_shipping_rates` to calculate costs based on parcel weight and dimensions. Because Gemini handles long contexts, it can compare rates across multiple hypothetical package configurations. This helps your sales agents recommend the most cost-effective shipping option in real time.

Setup guide

Set up J&T Express Malaysia 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 J&T Express Malaysia 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="J&T Express Malaysia_agent",
    model="gemini-2.0-flash",
    instruction="You have access to J&T Express Malaysia tools via MCP.",
    tools=mcp_tools,
)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by J&T Express Malaysia. 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 J&T Express Malaysia MCP in Google ADK

Install `google-adk` and set up the `McpToolset` using the Vinkius HTTP transport URL to register the MCP Server. Pass the toolset directly to your `LlmAgent` to instantly expose tools like `track_order` and `create_order`.

Yes, you can use the optional `tool_names` filter in your `McpToolset` configuration. Excluding `cancel_order` from this list ensures your Gemini-powered agent can never accidentally delete a shipment.

Absolutely, the `track_order` tool handles multiple bill codes in a single call. Your Google ADK agent can process batch tracking updates from your database without hitting rate limits.

The agent executes `get_waybill_image` to fetch the direct URL of the shipping label. Your MCP pipeline can then write this URL back to a Google Sheet or trigger a cloud-connected printer.

All transit data, including tracking numbers and Malaysian delivery addresses, is processed in a secure, zero-trust memory space. No tracking logs are persisted on Vinkius servers, maintaining strict compliance with Malaysian PDPA regulations.

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