How to Use the Lalamove Malaysia MCP in Vercel AI SDK

Q: How do I connect the Lalamove Malaysia MCP to Vercel AI SDK?

Run npm install ai @ai-sdk/mcp. You initialize the connection using createMCPClient({ transport: { type: "http", url: "..." } }) and pass the returned tools directly into generateText or streamText.

Q: How do I handle order cancellations in the UI?

Bind the cancelorder tool to a user-facing button. When clicked, the agent executes the cancellation and immediately streams the updated order status back to the client.

Build live delivery tracking directly into your React apps using the Vercel AI SDK and Lalamove Malaysia.

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Connect Lalamove Malaysia MCP to Vercel AI SDK

Create your Vinkius account to connect Lalamove Malaysia to Vercel AI SDK 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 Lalamove Malaysia with Vercel AI SDK

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Stream Lalamove Malaysia MCP Server Data

`get_driver_location` and `get_driver_details` execute instantly to push live GPS coordinates directly to your frontend. The Vercel AI SDK handles the transport layer while your React components render the driver's progress without a single loading spinner. You skip the manual API polling logic entirely. Your agent continuously fetches updates via the MCP connection and streams the exact vehicle position straight into your UI.

Render Live Delivery Quotations

`get_quotation` combined with `get_price_breakdown` allows your AI client to generate accurate delivery costs on the fly. Users see the exact breakdown of distance charges and tolls appear in their browser the moment they enter a destination. When a user accepts the price, your application triggers `place_order` behind the scenes. The entire checkout flow happens natively inside your chat interface.

Map Regional Vehicle Availability

`list_city_info` and `list_vehicle_info` give your Edge functions immediate access to regional service parameters. Your application instantly knows if a 4x4 pickup is available in Penang or if only motorcycles are operating. This prevents users from requesting impossible deliveries. The agent validates the route and vehicle requirements before ever attempting to generate a quote.

Setup guide

Set up Lalamove Malaysia MCP in Vercel AI SDK

Prerequisites

Node.js 18+ and a TypeScript project
ai + @modelcontextprotocol/sdk packages
Active Vinkius subscription with a valid endpoint token

1

Install dependencies

Run npm install ai @modelcontextprotocol/sdk plus your preferred model provider (e.g. @ai-sdk/openai).
2

Create the Streamable HTTP transport

Use StreamableHTTPClientTransport with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Discover and use tools

Call mcpClient.tools() to auto-discover all Lalamove Malaysia tools. Pass them directly to generateText() or streamText() — no manual schema definitions needed.
4

Works with any model provider

Swap openai("gpt-4o") for any AI SDK provider — Anthropic, Google, Mistral. The MCP tools work identically across all supported models.

index.ts

import { experimental_createMCPClient as createMCPClient } from "ai";
import { StreamableHTTPClientTransport } from "@modelcontextprotocol/sdk/client/streamableHttp";
import { generateText } from "ai";
import { openai } from "@ai-sdk/openai";

const transport = new StreamableHTTPClientTransport(
  new URL("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
);

const mcpClient = await createMCPClient({ transport });
const tools = await mcpClient.tools();

const { text } = await generateText({
  model: openai("gpt-4o"),
  tools,
  prompt: "List recent Lalamove Malaysia transactions",
});

console.log(text);
await mcpClient.close();

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 Lalamove 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 Lalamove Malaysia MCP in Vercel AI SDK

Run `npm install ai @ai-sdk/mcp`. You initialize the connection using `createMCPClient({ transport: { type: "http", url: "..." } })` and pass the returned tools directly into `generateText` or `streamText`.

Yes. Your agent calls the tracking tools and streams the resulting JSON straight to your Next.js frontend. The user sees the map update live.

Bind the `cancel_order` tool to a user-facing button. When clicked, the agent executes the cancellation and immediately streams the updated order status back to the client.

You can attach tips dynamically. The agent evaluates current driver acceptance times and triggers `add_priority_fee` to bump the payout if the initial request stalls.

This server processes precise GPS coordinates and driver contact numbers. The Vercel AI SDK routes this telemetry strictly through your configured Vinkius endpoint, keeping ephemeral location data out of persistent storage logs.

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