🌤️ Israel Weather MCP Server

A custom Model Context Protocol (MCP) server that empowers LLMs to fetch real-time, highly accurate localized weather forecasts for Israeli cities.

Instead of relying on generic global APIs, this agent utilizes Playwright to autonomously navigate to the local Israeli weather portal (weather2day.co.il), interact with the DOM, and extract live data (RAG) directly into the chat context.

🎯 Project Purpose

This project explores the integration of autonomous browser control within an AI Agent architecture. The main learning objectives achieved are:

1. Custom MCP Server Development: Building a dedicated server to expose specific tools to an LLM.

2. Browser Automation via AI: Using Microsoft's Playwright to give the LLM "hands" and "eyes" on the web—allowing it to navigate, search, select from autocomplete dropdowns, and scrape data dynamically.

3. Overcoming Language & State Barriers: Handling stateful web interactions (waiting for animations, typing sequentially) and ensuring the LLM correctly translates queries to Hebrew before interacting with local UI elements.

🛠️ Technology Stack

• MCP SDK: The official Anthropic library for defining the protocol and exposing tools.

• Playwright: Modern browser automation tool used to programmatically control Chromium.

• uv: Ultra-fast Python package and environment manager.

🚀 How to Run

1. Prerequisites

Ensure you have uv installed on your system.

• Windows (PowerShell): powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex"

• Mac/Linux: curl -LsSf https://astral.sh/uv/install.sh | sh

2. Setup the Environment

Clone the repository, navigate to the project-template folder, and sync the dependencies:

uv sync

3. Install the Browser Engine

Install the Chromium browser required by Playwright:

uv run playwright install chromium

4. Start the Host

Run the interactive terminal chat to start communicating with the Agent:

uv run host.py

💬 Example Queries

Once the Host is running, you can ask the Agent questions like:

• "What is the forecast in Jerusalem?"

• "מה מזג האוויר בתל אביב היום?"

• "Is it going to rain in Haifa tomorrow?"

Watch the magic happen: The Agent will automatically open Chromium, translate the city name to Hebrew, search for it, select the correct autocomplete option, scrape the latest forecast, and provide you with a clean, localized answer right in the terminal!

Developed by SARA DEI