Can my AI automatically get a delivery quote before placing an order?

Yes! Use the `get_quotation` tool with the pickup and delivery addresses and vehicle type. Your agent will return the estimated cost and distance instantly.

How do I track the real-time location of a Lalamove driver?

Use the `get_order_details` tool with your active Order ID. If a driver has been assigned, the agent will return their current GPS coordinates and contact information.

Does Lalamove support motorcycle deliveries in Kuala Lumpur?

Yes! Use the `list_cities` tool to verify coverage and supported vehicle types. Motorcycles (MOTORCYCLE) are a standard vehicle option for Kuala Lumpur and most Malaysian cities.

Lalamove Malaysia MCP Server for AutoGen 10 tools — connect in under 2 minutes

Name: Lalamove Malaysia
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Lalamove Malaysia as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="lalamove_malaysia_agent",
            tools=tools,
            system_message=(
                "You help users with Lalamove Malaysia. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* 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 Lalamove Malaysia MCP Server

Connect your AI agents to Lalamove Malaysia, the leading on-demand delivery platform. This MCP provides 10 tools to automate delivery quotations, orchestrate shipment orders, and track driver status in real-time directly through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Lalamove Malaysia tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

Delivery Quotation — Get real-time price estimates for various vehicle types based on pickup and drop-off locations
Order Management — Create, cancel, and retrieve shipment orders programmatically using the official API
Driver Tracking — Monitor driver assignments, contact details, and real-time GPS locations for active deliveries
City Intelligence — Verify service availability and list supported cities within the Lalamove Malaysia network
Market Transparency — Access granular fee breakdowns, including base fares and surcharges, for any delivery task

The Lalamove Malaysia MCP Server exposes 10 tools through the Vinkius. Connect it to AutoGen 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 Lalamove Malaysia to AutoGen via MCP

Follow these steps to integrate the Lalamove Malaysia MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 10 tools from Lalamove Malaysia automatically

Why Use AutoGen with the Lalamove Malaysia MCP Server

AutoGen provides unique advantages when paired with Lalamove Malaysia through the Model Context Protocol.

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Lalamove Malaysia tools to solve complex tasks

Role-based architecture lets you assign Lalamove Malaysia tool access to specific agents. a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive Lalamove Malaysia tool calls

Code execution sandbox: AutoGen agents can write and run code that processes Lalamove Malaysia tool responses in an isolated environment

Lalamove Malaysia + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Lalamove Malaysia MCP Server delivers measurable value.

Collaborative analysis: one agent queries Lalamove Malaysia while another validates results and a third generates the final report

Automated review pipelines: a researcher agent fetches data from Lalamove Malaysia, a critic agent evaluates quality, and a writer produces the output

Interactive planning: agents negotiate task allocation using Lalamove Malaysia data to make informed decisions about resource distribution

Code generation with live data: an AutoGen coder agent writes scripts that process Lalamove Malaysia responses in a sandboxed execution environment

Lalamove Malaysia MCP Tools for AutoGen (10)

These 10 tools become available when you connect Lalamove Malaysia to AutoGen via MCP:

add_priority_fee

Add a priority fee (tip) to an order

cancel_order

Cancel an active delivery order

get_driver_details

Get information about the assigned driver

get_driver_location

Get real-time GPS location of the assigned driver

get_order_details

Get details for a specific order

get_price_breakdown

Retrieve detailed price breakdown for a quotation

get_quotation

Returns a quotationId and price breakdown. Get a delivery quotation

list_city_info

List supported cities and service types

list_vehicle_info

List available vehicle types

place_order

Place a new delivery order

Example Prompts for Lalamove Malaysia in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Lalamove Malaysia immediately.

"Get a Lalamove quote for a motorcycle from 'KLCC' to 'Petaling Jaya'."

"Track my active Lalamove order 'ord_123456789'."

"Cancel my Lalamove order ID 'ord_999888777'."

Troubleshooting Lalamove Malaysia MCP Server with AutoGen

Common issues when connecting Lalamove Malaysia to AutoGen through the Vinkius, and how to resolve them.

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Lalamove Malaysia + AutoGen FAQ

Common questions about integrating Lalamove Malaysia MCP Server with AutoGen.

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Lalamove Malaysia tools during their conversation turns.

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.