MCP Weather Forecast

Example Use Cases

• 1

  Retrieve weather forecasts for specific locations.

• 2

  Access active weather alerts by state.

• 3

  That require a unified MCP server to serve multiple LLM clients with different provider APIs.

Description

This MCP server offers weather forecast and alert tools that multiple LLM clients can access concurrently. It demonstrates how MCP decouples tool execution from model selection, allowing different LLMs like Anthropic Claude and OpenAI GPT-4 to query the same weather data with provider-specific formatting handled client-side. The server communicates over stdio using JSON-RPC, enabling simple local development and extensibility with additional tools.