Malaysia Weather MCP Server for OpenAI Agents SDK 3 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Malaysia Weather through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Malaysia Weather Assistant",
instructions=(
"You help users interact with Malaysia Weather. "
"You have access to 3 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Malaysia Weather"
)
print(result.final_output)
asyncio.run(main())
* 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.
The OpenAI Agents SDK auto-discovers all 3 tools from Malaysia Weather through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Malaysia Weather, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
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.
The Malaysia Weather MCP Server exposes 3 tools through the Vinkius. Connect it to OpenAI Agents SDK 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 OpenAI Agents SDK via MCP
Follow these steps to integrate the Malaysia Weather MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 3 tools from Malaysia Weather
Why Use OpenAI Agents SDK with the Malaysia Weather MCP Server
OpenAI Agents SDK provides unique advantages when paired with Malaysia Weather through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Malaysia Weather + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Malaysia Weather MCP Server delivers measurable value.
Automated workflows: build agents that query Malaysia Weather, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Malaysia Weather, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Malaysia Weather tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Malaysia Weather to resolve tickets, look up records, and update statuses without human intervention
Malaysia Weather MCP Tools for OpenAI Agents SDK (3)
These 3 tools become available when you connect Malaysia Weather to OpenAI Agents SDK 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 OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK
Common issues when connecting Malaysia Weather to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Malaysia Weather + OpenAI Agents SDK FAQ
Common questions about integrating Malaysia Weather MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
Connect Malaysia Weather with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Malaysia Weather to OpenAI Agents SDK
Get your token, paste the configuration, and start using 3 tools in under 2 minutes. No API key management needed.