Do I need an API Key?

No. The data.gov.my Weather API is completely open and requires zero authentication. For higher rate limits, an optional token can be requested via email to the Malaysian government.

Are the forecasts in English?

The raw data from MET Malaysia uses Bahasa Melayu for forecast conditions. This server automatically translates all forecast terms to English, so you always receive clear, human-readable weather descriptions.

Malaysia Weather MCP Server for AutoGen 3 tools — connect in under 2 minutes

Name: Malaysia Weather
Availability: InStock
Author: Vinkius

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

Built by Vinkius GDPR 3 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Malaysia Weather 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="malaysia_weather_agent",
            tools=tools,
            system_message=(
                "You help users with Malaysia Weather. "
                "3 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

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 Malaysia Weather MCP Server

The Malaysia Weather MCP Server provides direct, zero-auth access to the official Malaysian Meteorological Department (MET Malaysia) data feed — the authoritative source for tropical climate intelligence across the Malay Peninsula, Sabah, and Sarawak.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Malaysia Weather tools. Connect 3 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.

Core Capabilities

7-Day Tropical Forecast — Detailed morning, afternoon, and night weather predictions for every state, district, town, and recreation area in Malaysia. Temperature ranges included.
Severe Weather Warnings — Active official alerts for heavy rain, strong winds, thunderstorms, and dangerous sea conditions. Bilingual content in English and Bahasa Melayu.
Earthquake Alerts — Real-time seismic events detected in the Southeast Asian region, including distance measurements from the nearest Malaysian territory.
Automatic Translation — All Malay-language forecast conditions are automatically translated to English for global accessibility.

Zero authentication required. Data sourced from MET Malaysia and updated daily. Essential for travel planners, logistics operators, insurance analysts, and anyone with operations in tropical Southeast Asia.

The Malaysia Weather MCP Server exposes 3 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 Malaysia Weather to AutoGen via MCP

Follow these steps to integrate the Malaysia Weather 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 3 tools from Malaysia Weather automatically

Why Use AutoGen with the Malaysia Weather MCP Server

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

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

Role-based architecture lets you assign Malaysia Weather 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 Malaysia Weather tool calls

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

Malaysia Weather + AutoGen Use Cases

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

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

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

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

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

Malaysia Weather MCP Tools for AutoGen (3)

These 3 tools become available when you connect Malaysia Weather to AutoGen via MCP:

get_malaysia_earthquakes

Includes magnitude, depth, coordinates, and distance from nearest Malaysian location. Get recent earthquake alerts reported by MET Malaysia for the Southeast Asian region

get_malaysia_forecast

Forecasts include morning, afternoon, and night conditions with temperature ranges. You can filter by location name (e.g. Kuala Lumpur, Langkawi, Penang, Johor Bahru, Kota Kinabalu). All Malay forecast terms are automatically translated to English. Get the 7-day weather forecast for locations across Malaysia

get_malaysia_warnings

Bilingual content available in English and Bahasa Melayu. Get active weather warnings issued by MET Malaysia

Example Prompts for Malaysia Weather in AutoGen

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

"What's the weather forecast for Kuala Lumpur this week?"

"Are there any earthquake alerts near Malaysia right now?"

Troubleshooting Malaysia Weather MCP Server with AutoGen

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

McpWorkbench not found

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

Malaysia Weather + AutoGen FAQ

Common questions about integrating Malaysia Weather 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 Malaysia Weather 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.