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Connect J&T Express Malaysia to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Manage your Malaysian logistics through natural conversation.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 10 capabilities

We ship only the actions that matter.

Capability set01 / 03

01-04

4 capabilities in this set.

Part of 10 available through J&T Express Malaysia.

  1. 01

    Get waybill image

    This capability provides a direct link to the waybill label image for your shipments.

  2. 02

    Cancel order

    Use this to stop a delivery order that was previously created in the system.

  3. 03

    Create order

    This capability initiates a new delivery order within the J&T Express network.

  4. 04

    Get order details

    Get specific information and status updates for a single shipment order.

Capability set02 / 03

05-07

3 capabilities in this set.

Part of 10 available through J&T Express Malaysia.

  1. 05

    List area codes

    This capability retrieves the internal area codes used by J&T.

  2. 06

    List cities

    Get a list of all cities located within a specific Malaysian state.

  3. 07

    List districts

    This capability returns the districts found within a selected city.

Capability set03 / 03

08-10

3 capabilities in this set.

Part of 10 available through J&T Express Malaysia.

  1. 08

    List provinces

    Retrieve a full list of Malaysian states and provinces.

  2. 09

    Track order

    Track the real-time movement of one or more parcels using their bill codes.

  3. 10

    Get shipping rates

    Calculate the estimated cost for shipping between different regions.

Real work

What teams actually run

01

Automated Order Entry

An e-commerce agent creates a new J&T shipment order immediately after a customer completes a purchase.

02

Customer Inquiry Handling

A support agent provides a customer with the exact location of their package using a bill code.

03

Logistics Planning

An operations manager checks if a specific postal code is covered before committing to a delivery route.

04

Shipping Cost Estimation

A user asks the agent for a shipping quote to decide which delivery method to offer a client.

Automate a task

Put J&T Express Malaysia to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

J&T Express Malaysia works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put J&T Express Malaysia to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

914ms average. Fast in production.

J&T Express Malaysia is checked daily against the live service.

Daily averagePeak 1233ms
Oct 3Today
Fastest day
720ms
Slowest day
1233ms
14-day trend
Slowing+21%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 10 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of J&T Express Malaysia, so you can see the experience inside your AI.

It does not authenticate your account with J&T Express Malaysia. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

J&T Express Malaysia Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_hMIwQQom38eUlwLafSVyNL8PBcO05Kfho6wzQL0E/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — J&T Express Malaysia capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "jt-express-malaysia-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_hMIwQQom38eUlwLafSVyNL8PBcO05Kfho6wzQL0E/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up J&T Express Malaysia in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work J&T Express Malaysia owners hand off.

This MCP is built for professionals managing logistics and e-commerce operations within Malaysia.

  • 01

    E-commerce Developers

    They use the agent to automate shipping and tracking within their online stores.

  • 02

    Operations Managers

    They hand off high-volume parcel monitoring to the agent.

  • 03

    Customer Support Teams

    They use the agent to pull instant shipping estimates and parcel statuses for customers.

FAQ

Questions J&T Express Malaysia owners ask.

  • 01

    What do I need to use this MCP?

    You need a J&T Express VIP account. You will specifically need your Customer Code, Password, and your API URL from the J&T VIP Portal.

  • 02

    Can I use this with any AI client?

    Yes, this MCP works with any compatible client like Claude, Cursor, Windsurf, or VS Code.

  • 03

    Does this work for all of Malaysia?

    The MCP provides capabilities to check coverage for provinces, cities, and districts across the Malaysian logistics network.

  • 04

    How do I get my shipping labels?

    You can use the get_waybill_image capability to get a link to the waybill label image for your orders.

  • 05

    Is there a way to test this without live orders?

    Yes, you can use your Sandbox API URL in the credentials setup to test operations without affecting live shipments.

  • 06

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

    Yes! Use the track_parcel capability 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.

  • 07

    How do I calculate shipping prices between two Malaysian cities?

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

  • 08

    Can I retrieve the waybill image for an existing order?

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

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