Weather MCP Server
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⛅ Weather MCP Server
Protocol: MCP | Python 3.11+ | License: MIT | Status: Active ✅
A robust project implementing the Model Context Protocol (MCP) architecture — an autonomous LLM-powered agent capable of fetching up-to-date weather forecasts for cities in Israel and the United States, providing seamless natural language responses in a terminal chat interface.
Project Overview
This project extends LLM capabilities by granting access to external data sources that are not natively available: retrieving live forecasts from sites that lack an official public API.
The system bridges this gap using two complementary retrieval engines:
# | Information Source | Mechanism & Technical Description |
1 | Israel Server ( | Browser Automation (Playwright): Launches a headless browser instance navigating to |
2 | USA Server ( | Official API REST Calls: A lightweight server executing direct REST requests against the official National Weather Service (NWS) API. |
The Host layer orchestrates the flow: connecting servers to the language model, dynamically exposing available tools, and managing the conversation loop until the model yields an accurate response.
Related MCP server: Weather Israel MCP Server
Workflow Architecture
User: "What's the weather in Tel Aviv?"
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Host ◄──► LLM autonomously selects and executes tools
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Israel Server (Sequential pipeline):
open ──► enter("Tel Aviv") ──► select ──► get_content
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Content analysis (RAG) by LLM
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✨ Final response generated in natural languageTool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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Maintenance
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Related MCP Servers
- FlicenseAqualityDmaintenanceEnables users to query weather information for Israel via Playwright browser automation and for the USA via a weather API, allowing an LLM to access real-time weather data and alerts.4-
- FlicenseBqualityDmaintenanceEnables users to query weather forecasts for Israeli cities through natural language using browser automation and Gemini.4-
- FlicenseAqualityDmaintenanceEnables LLMs to retrieve weather forecasts for Israeli cities via browser automation and USA weather via API, maintaining state across tool calls for sequential operations.4-
- FlicenseBqualityCmaintenanceEnables natural language weather queries for Israel and the USA, fetching real-time forecasts and alerts via web scraping and official APIs.4-