Can I automatically track a J&T parcel just by providing the tracking number?

Yes! Use the `track_parcel` tool with the tracking number (e.g., 'JT123456789'). Your agent will retrieve the current status, location, and the full history of logistics events from the J&T system.

How do I calculate shipping prices between two Malaysian cities?

Use the `calculate_shipping` tool with the origin and destination city names or postal codes. The agent will return the estimated price based on J&T's standard rates.

Can I retrieve the waybill image for an existing order?

Yes! Use the `get_waybill` tool with the Order ID. Your agent will retrieve the metadata and the URL to download or print the official waybill label.

J&T Express Malaysia MCP Server for Google ADK 10 tools — connect in under 2 minutes

Name: J&T Express Malaysia
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 10 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add J&T Express Malaysia as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

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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="jt_express_malaysia_agent",
    instruction=(
        "You help users interact with J&T Express Malaysia "
        "using 10 available tools."
    ),
    tools=[mcp_tools],
)

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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 J&T Express Malaysia MCP Server

Connect your AI agents to J&T Express Malaysia, the leading technology-driven logistics provider. This MCP provides 10 tools to automate real-time parcel tracking, manage shipment orders, and retrieve pricing information directly through natural conversation.

Google ADK natively supports J&T Express Malaysia as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 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

Logistics Orchestration — Track multiple parcels and retrieve granular status updates and historical events
Order Management — Create, cancel, and retrieve shipment orders programmatically using the official VIP system
Shipping Intelligence — Calculate delivery prices and monitor service availability between regions
Waybill Processing — Generate and retrieve waybill labels and metadata for authorized shipments
Regional Insights — Verify city and postal code coverage for the Malaysian logistics network

The J&T Express Malaysia MCP Server exposes 10 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 J&T Express Malaysia to Google ADK via MCP

Follow these steps to integrate the J&T Express Malaysia 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 10 tools from J&T Express Malaysia via MCP

Why Use Google ADK with the J&T Express Malaysia MCP Server

Google ADK provides unique advantages when paired with J&T Express Malaysia 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 J&T Express Malaysia

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 J&T Express Malaysia tools with BigQuery, Vertex AI, and Cloud Functions

J&T Express Malaysia + Google ADK Use Cases

Practical scenarios where Google ADK combined with the J&T Express Malaysia MCP Server delivers measurable value.

Enterprise data agents: ADK agents query J&T Express Malaysia and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine J&T Express Malaysia tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query J&T Express Malaysia regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including J&T Express Malaysia

J&T Express Malaysia MCP Tools for Google ADK (10)

These 10 tools become available when you connect J&T Express Malaysia to Google ADK via MCP:

cancel_order

Cancel a previously created delivery order

create_order

Create a new J&T Express delivery order

get_order_details

Get details for a specific order

get_shipping_rates

Calculate estimated shipping costs

get_waybill_image

Get the waybill label image link

list_area_codes

Retrieve J&T internal area codes

list_cities

List cities within a state

list_districts

List districts within a city

list_provinces

List all Malaysian states/provinces

track_order

Track one or more shipments by bill code

Example Prompts for J&T Express Malaysia in Google ADK

Ready-to-use prompts you can give your Google ADK agent to start working with J&T Express Malaysia immediately.

"Track J&T parcel 'JT999888777' and show its current location."

"List all active shipment orders in my J&T VIP account."

"Check if J&T express provides delivery service to postal code '50450'."

Troubleshooting J&T Express Malaysia MCP Server with Google ADK

Common issues when connecting J&T Express Malaysia to Google ADK through the Vinkius, and how to resolve them.

McpToolset not found

Update: pip install --upgrade google-adk

J&T Express Malaysia + Google ADK FAQ

Common questions about integrating J&T Express Malaysia 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.