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get_weather_forecast

Retrieve weather forecasts for specific locations and date ranges using Malaysia Government's Open API data.

Instructions

Retrieve a weather forecast for a specific location within a given date range.

Args: location_name: The name or identifier of the location for which the forecast is retrieved. date_start: The earliest date (inclusive) to begin retrieving the weather forecast. If omitted, defaults to the current date. date_end: The latest date (inclusive) to stop retrieving the weather forecast. If omitted, defaults to the current date.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
location_nameYes
date_startNo
date_endNo

Implementation Reference

  • The core handler function that validates input dates, queries the weather forecast API using the location and date range, processes the data with format_weather, and returns formatted forecasts separated by ---.
    async def get_weather_forecast(location_name: str, date_start: str = None, date_end: str = None) -> str: """Retrieve a weather forecast for a specific location within a given date range. Args: location_name: The name or identifier of the location for which the forecast is retrieved. date_start: The earliest date (inclusive) to begin retrieving the weather forecast. If omitted, defaults to the current date. date_end: The latest date (inclusive) to stop retrieving the weather forecast. If omitted, defaults to the current date. """ if not date_start: date_start = current_date() elif not validate_date(date_start): return "Wrong `date_start` format given. Accepted format is 'YYYY-MM-DD'." if not date_end: date_end = current_date() elif not validate_date(date_end): return "Wrong `date_end` format given. Accepted format is 'YYYY-MM-DD'." forecast_url = f"{GOV_API_BASE}/weather/forecast" forecast_data = await make_api_request(forecast_url, { "meta": "true", "sort": "-date", "icontains": f"{location_name}@location__location_name", "date_start": f"{date_start}@date", "date_end": f"{date_end}@date", }) if not forecast_data or "data" not in forecast_data: return "Unable to fetch weather forecast data for this location." if not forecast_data["data"]: return "No active weather forecast data for this time period." forecasts = [format_weather(forecast) for forecast in forecast_data["data"]] return "\n---\n".join(forecasts)
  • weather.py:81-81 (registration)
    The @mcp.tool() decorator registers this function as an MCP tool named 'get_weather_forecast', with schema inferred from signature and docstring.
    @mcp.tool()
  • Type annotations and docstring provide the input schema: required location_name (str), optional date_start/date_end (str, YYYY-MM-DD), returns formatted str.
    async def get_weather_forecast(location_name: str, date_start: str = None, date_end: str = None) -> str: """Retrieve a weather forecast for a specific location within a given date range. Args: location_name: The name or identifier of the location for which the forecast is retrieved. date_start: The earliest date (inclusive) to begin retrieving the weather forecast. If omitted, defaults to the current date. date_end: The latest date (inclusive) to stop retrieving the weather forecast. If omitted, defaults to the current date. """

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