Weather-MCP
An MCP server that provides weather forecast tools for Israel (via Playwright web scraping) and the USA (via NWS API), enabling LLM agents to answer weather queries in natural language.
README
š¤ļø ā ×Ŗ××××Ŗ ××× ×××××Ø ××ש×Ø××
פ×Ø×××§× ××××× ×פ××Ŗ×× MCP (Model Context Protocol): ×”××× (Agent) ××××”×” LLM ש××××¢ ×ש×××£ ×Ŗ××××Ŗ ××× ×××××Ø ××¢×Ø×× ××ש×Ø×× ××××Ø×"×, ×××¢× ××Ŗ ×¢××× ××©×¤× ××פש××Ŗ ×צ'×× ×©×××Ø××× ×.
šÆ ×××Ø×Ŗ ×פ×Ø××ק×
××× ××Ŗ ש×Ø×Ŗ MCP ×××¢××× ×©"××××" ××Ŗ ×-LLM ××צע ×ש××× ×©××× ×× ××××¢ ××× ā ×ש×××£ ×Ŗ××××Ŗ ××× ×××××Ø ×××Ŗ×Ø ×ש×Ø××× ×©××× ×× API.
××”××× ×¢××©× ×××Ŗ ×ש×Ŗ× ××Ø×××:
- ש×Ø×Ŗ ×ש×Ø×× (
weather-Israel) ā ××××× ×פ××¤× ××××Ŗ× ×¢× Playwright: פ××Ŗ× ××Ŗ weather2day.co.il/forecast, ××פש ×¢××Ø, ××××Ø ×××Ŗ×, ××× ×××ׄ ××Ŗ ×Ŗ××× ××£ ××Ŗ××××Ŗ ××××× ×××Ŗ× ×-LLM ××× ×©××¢× × ×עצ×× (××ש×Ŗ RAG). - ש×Ø×Ŗ ××Ø×"× (
weather-USA) ā ש×××£ ×Ŗ××××Ŗ ×××Ŗ×Ø×¢××Ŗ ××Ø× ×-API ××Øש×× ×©× ×-NWS (National Weather Service).
×-Host ××××Ø ××Ŗ ×× ×ש×Ø×Ŗ×× ×-LLM (Gemini, ××Ø× ×-API ××Ŗ×××-OpenAI), ×××”×£ ××× ××××××××Ŗ ××Ŗ ×× ×-Tools, ×××Ø×ׄ ×××××Ŗ צ'×× ×©×× ×-LLM ××××Ø ××××× ××× ××ש×Ŗ×ש ××פע×× ×××Ŗ× ××× ×××Ø ×× ×¢× ×©××Ŗק×××Ŗ ×Ŗש×××.
šļø ××× × ×פ×Ø××ק×
project-template/
āāā host.py # צ'×× ×××Ø××× × ×©××××Ø ××Ŗ ×-LLM ××× ×©×Ø×Ŗ× ×-MCP
āāā client.py # MCP Client ×× ×Ø× (××Ŗ×××Ø ×ש×Ø×Ŗ, ××Ø×ׄ Tools)
āāā weather_USA.py # ש×Ø×Ŗ MCP ×××Ø×"× ā ××Ø× NWS API
āāā weather_Israel.py # ש×Ø×Ŗ MCP ××ש×Ø×× ā ××Ø× ××××× ×פ××¤× (Playwright)
āāā pyproject.toml # ×Ŗ×××××Ŗ ×פ×Ø××ק×
āāā README.md
×-Tools ×©× ×©×Ø×Ŗ ×ש×Ø××
| # | Tool | ×Ŗפק×× |
|---|---|---|
| 1 | open_weather_forecast_israel |
פ××Ŗ× ×פ××¤× Chromium ××× ××× ×××Ŗ×Ø ××Ŗ××××Ŗ |
| 2 | enter_weather_forecast_city_israel |
×ק××× ×©× ×¢××Ø ×ש×× ×××פ×ש |
| 3 | select_weather_forecast_city_israel |
××××Ø ××Ŗ ××¢××Ø ××Ø×ש×× × ××Øש×××Ŗ ××צע××Ŗ |
| 4 | get_weather_forecast_content_israel |
×××ׄ ××Ŗ ×Ŗ××× ××£ ××Ŗ××××Ŗ (×××× iframes) ××××××Ø ×××Ŗ× ×-LLM |
š” ש××ש×Ŗ ××Ø×ש×× ×× ×××ק×× ×××Ŗ× ×פ××¤× ××Ø× ××¦× ×××××× (
_page), ×× ×××× ×Øצ×× ××××Ŗ× ×Ŗ××××-ש×Ø×Ŗ. ××Ø×××¢× ×¢×××Ø ×¢× ×× ×-frames ×××£, ×× ××Ŗ××××Ŗ עצ×× × ××¢× ×Ŗ ××Ŗ××<iframe>ש×-body××Ø××©× ×× ×Ø×××.
āļø ××Ŗ×§× × ×××Øצ×
××Ø×ש××Ŗ ×ק×××××Ŗ
- Python ā„ 3.13
- uv (×× ×× ××”×××× ×××Ŗ×××××Ŗ)
- ×פ×Ŗ× API ×-Gemini (ק×××Ŗ ×פ×Ŗ× ××× ××)
ש××××
# 1. ××Ŗ×§× ×Ŗ ××Ŗ×××××Ŗ ××ק××Ŗ ×”××××Ŗ ××¢××××
uv sync
# 2. ××Ŗ×§× ×Ŗ ×פ××¤× Chromium ×¢×××Ø Playwright
uv run playwright install chromium
××××Ø×Ŗ ×ש×Ŗ× × ×”××××
צ×Ø× ×§××ׄ .env ××Ŗ×ק×××Ŗ ×פ×Ø××ק×:
GEMINI_API_KEY=your_api_key_here
GEMINI_MODEL=gemini-2.0-flash
××Øצ×
uv run host.py
××××Ø ××פע×× ×Ŗ×פ××¢ ש××Ø×Ŗ Query: ā ×ק×××× ×©××× (×× quit ××צ×××).
š¬ ×××××××Ŗ ×ש××××Ŗ ש××”××× ××××¢ ××¢× ××Ŗ ×¢××××
×Ŗ××××Ŗ ××ש×Ø×× (Playwright)
× ×¤×Ŗ× ×××× ×פ××¤× ×©×× ×Ø×××× ××Ŗ ××£ ××Ŗ××××Ŗ, ××-LLM ×× ×¢×× × ×צ'××.
- "×× ××Ŗ××××Ŗ ××Ŗ× ××××?"
- "××× ××¢×××Ŗ צפ××××Ŗ ×××Ø ×××Ø×ש×××?"
- "××× ××× ××××××Ø ××××¤× ××××?"
- "×Ŗפ×Ŗ×× ×× ××Ŗ ××Ŗ××××Ŗ ××××Ø ×©××¢"
×Ŗ××××Ŗ ×××Ŗ×Ø×¢××Ŗ ×××Ø×"× (NWS API)
- "What's the weather forecast for San Francisco?" (latitude/longitude)
- "Are there any weather alerts in California?"
- "Show me active weather alerts for NY"
š§© ××× ×× ×¢××× (×Ŗ×Øש×× ××Ø×××)
×ש×Ŗ×ש ā "×× ××Ŗ××××Ŗ ××Ŗ× ××××?"
ā
ā¼
Host āāāŗ LLM (Gemini) ××××Ø Tools ××פע××
ā
ā¼ (ש×Ø×Ŗ ×ש×Ø××, ××× ×××Ø ××)
open ā enter("×Ŗ× ××××") ā select ā get_content
ā
ā¼
×Ŗ××× ××Ŗ××××Ŗ ××××Ø ×-LLM (RAG)
ā
ā¼
LLM ×××Ŗ× ×Ŗש××× ××©×¤× ××פש××Ŗ ×צ'×× āØ
š ××¢×Ø××Ŗ
- ×-LLM ××× ×× ×©××××× ×××× Tools ××פע×× ×××××× ×”××Ø ā ×× ××Ŗ×× × ×××××§× ×§×©×××.
- ×©× × ×§××¦× ×©×Ø×Ŗ = ×©× × ×Ŗ×××××× × ×¤×Ø×××, ×××× ×× ××¦× ×ש××Ŗ×£ (××× ××פ××¤× ×פ×Ŗ××) ×× ××Ŗ×× ×©×Ø×Ŗ ××× ××××.
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