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 CrewAI 3 tools — connect in under 2 minutes

Name: Malaysia Weather
Availability: InStock
Author: Vinkius

docs.crewai.com/mcp/overview

Built by Vinkius GDPR 3 Tools Framework

Connect your CrewAI agents to Malaysia Weather through Vinkius, pass the Edge URL in the `mcps` parameter and every Malaysia Weather tool is auto-discovered at runtime. No credentials to manage, no infrastructure to maintain.

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

from crewai import Agent, Task, Crew

agent = Agent(
    role="Malaysia Weather Specialist",
    goal="Help users interact with Malaysia Weather effectively",
    backstory=(
        "You are an expert at leveraging Malaysia Weather tools "
        "for automation and data analysis."
    ),
    # Your Vinkius token. get it at cloud.vinkius.com
    mcps=["https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"],
)

task = Task(
    description=(
        "Explore all available tools in Malaysia Weather "
        "and summarize their capabilities."
    ),
    agent=agent,
    expected_output=(
        "A detailed summary of 3 available tools "
        "and what they can do."
    ),
)

crew = Crew(agents=[agent], tasks=[task])
result = crew.kickoff()
print(result)

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.

When paired with CrewAI, Malaysia Weather becomes a first-class tool in your multi-agent workflows. Each agent in the crew can call Malaysia Weather tools autonomously, one agent queries data, another analyzes results, a third compiles reports, all orchestrated through Vinkius with zero configuration overhead.

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 CrewAI 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 CrewAI via MCP

Follow these steps to integrate the Malaysia Weather MCP Server with CrewAI.

Install CrewAI

Run pip install crewai

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Customize the agent

Adjust the role, goal, and backstory to fit your use case

Run the crew

Run python crew.py. CrewAI auto-discovers 3 tools from Malaysia Weather

Why Use CrewAI with the Malaysia Weather MCP Server

CrewAI Multi-Agent Orchestration Framework provides unique advantages when paired with Malaysia Weather through the Model Context Protocol.

Multi-agent collaboration lets you decompose complex workflows into specialized roles, one agent researches, another analyzes, a third generates reports, each with access to MCP tools

CrewAI's native MCP integration requires zero adapter code: pass Vinkius Edge URL directly in the `mcps` parameter and agents auto-discover every available tool at runtime

Built-in task delegation and shared memory mean agents can pass context between steps without manual state management, enabling multi-hop reasoning across tool calls

Sequential and hierarchical crew patterns map naturally to real-world workflows: enumerate subdomains → analyze DNS history → check WHOIS records → compile findings into actionable reports

Malaysia Weather + CrewAI Use Cases

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

Automated multi-step research: a reconnaissance agent queries Malaysia Weather for raw data, then a second analyst agent cross-references findings and flags anomalies. all without human handoff

Scheduled intelligence reports: set up a crew that periodically queries Malaysia Weather, analyzes trends over time, and generates executive briefings in markdown or PDF format

Multi-source enrichment pipelines: chain Malaysia Weather tools with other MCP servers in the same crew, letting agents correlate data across multiple providers in a single workflow

Compliance and audit automation: a compliance agent queries Malaysia Weather against predefined policy rules, generates deviation reports, and routes findings to the appropriate team

Malaysia Weather MCP Tools for CrewAI (3)

These 3 tools become available when you connect Malaysia Weather to CrewAI 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 CrewAI

Ready-to-use prompts you can give your CrewAI 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 CrewAI

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

MCP tools not discovered

Ensure the Edge URL is correct. CrewAI connects lazily when the crew starts. check console output.

Agent not using tools

Make the task description specific. Instead of "do something", say "Use the available tools to list contacts".

Timeout errors

CrewAI has a 10s connection timeout by default. Ensure your network can reach the Edge URL.

Rate limiting or 429 errors

Vinkius enforces per-token rate limits. Check your subscription tier and request quota in the dashboard. Upgrade if you need higher throughput.

Malaysia Weather + CrewAI FAQ

Common questions about integrating Malaysia Weather MCP Server with CrewAI.

How does CrewAI discover and connect to MCP tools?

CrewAI connects to MCP servers lazily. when the crew starts, each agent resolves its MCP URLs and fetches the tool catalog via the standard tools/list method. This means tools are always fresh and reflect the server's current capabilities. No tool schemas need to be hardcoded.

Can different agents in the same crew use different MCP servers?

Yes. Each agent has its own mcps list, so you can assign specific servers to specific roles. For example, a reconnaissance agent might use a domain intelligence server while an analysis agent uses a vulnerability database server.

What happens when an MCP tool call fails during a crew run?

CrewAI wraps tool failures as context for the agent. The LLM receives the error message and can decide to retry with different parameters, fall back to a different tool, or mark the task as partially complete. This resilience is critical for production workflows.

Can CrewAI agents call multiple MCP tools in parallel?

CrewAI agents execute tool calls sequentially within a single reasoning step. However, you can run multiple agents in parallel using process=Process.parallel, each calling different MCP tools concurrently. This is ideal for workflows where separate data sources need to be queried simultaneously.

Can I run CrewAI crews on a schedule (cron)?

Yes. CrewAI crews are standard Python scripts, so you can invoke them via cron, Airflow, Celery, or any task scheduler. The crew.kickoff() method runs synchronously by default, making it straightforward to integrate into existing pipelines.