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Israel Weather MCP

Israel Weather MCP

by lea-blum
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Israel Weather MCP Server ๐ŸŒฆ๏ธ๐Ÿ‡ฎ๐Ÿ‡ฑ

ืคืจื•ื™ืงื˜ ื–ื” ืžืžืžืฉ ืฉืจืช MCP (Model Context Protocol) ื”ืžืืคืฉืจ ืœืžื•ื“ืœื™ ืฉืคื” (LLMs) ืœื’ืฉืช ื™ืฉื™ืจื•ืช ืœื ืชื•ื ื™ ืžื–ื’ ืื•ื•ื™ืจ ืขื“ื›ื ื™ื™ื ื‘ื™ืฉืจืืœ ื‘ืืžืฆืขื•ืช ืื•ื˜ื•ืžืฆื™ื” ืฉืœ ื“ืคื“ืคืŸ (Playwright).

ื‘ื ื™ื’ื•ื“ ืœืฉื™ืžื•ืฉ ื‘-API ืกื˜ื ื“ืจื˜ื™, ื”ืฉืจืช ืคื•ืชื— ื“ืคื“ืคืŸ, ืžื ื•ื•ื˜ ืœืืชืจ Weather2Day, ื•ืžื—ืœืฅ ืืช ื”ืžื™ื“ืข ื”ืจืœื•ื•ื ื˜ื™ ื‘ืฆื•ืจื” ื“ื™ื ืžื™ืช.

๐Ÿš€ ืชื›ื•ื ื•ืช ืขื™ืงืจื™ื•ืช

  • ืื•ื˜ื•ืžืฆื™ื” ืžืœืื”: ื ื™ื•ื•ื˜ ื‘ืืชืจ, ื”ืชืžื•ื“ื“ื•ืช ืขื ื—ืœื•ื ื™ื•ืช Cookies ื•ื—ื™ืคื•ืฉ ืขืจื™ื.

  • ื™ื›ื•ืœื•ืช RAG: ื—ื™ืœื•ืฅ ืชื•ื›ืŸ ื˜ืงืกื˜ื•ืืœื™ ืžื”ื“ืฃ ื›ื“ื™ ืœืืคืฉืจ ืœืžื•ื“ืœ ืœืกืคืง ืชืฉื•ื‘ื•ืช ืžืคื•ืจื˜ื•ืช ื•ืžื“ื•ื™ืงื•ืช.

  • ืžืžืฉืง FastMCP: ืคื™ืชื•ื— ืžื”ื™ืจ ื•ื ื•ื— ืขืœ ื‘ืกื™ืก ื”-SDK ื”ืจืฉืžื™.

Related MCP server: MCP Playwright Weather Israel

๐Ÿ› ๏ธ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช

  • Python 3.10+

  • MCP SDK

  • Playwright (ืื•ื˜ื•ืžืฆื™ื” ืฉืœ ื“ืคื“ืคืŸ)

  • FastMCP

๐Ÿ“ฆ ื”ืชืงื ื” ื•ื”ืจืฆื”

  1. ืกื ื›ืจื•ืŸ ืกื‘ื™ื‘ืช ื”ืขื‘ื•ื“ื”: ื•ื“ืื• ืฉืžื•ืชืงืŸ ืืฆืœื›ื uv ื•ื”ืจื™ืฆื•:

    uv sync

  2. ื”ืชืงื ืช ื“ืคื“ืคืŸ Playwright ื”ืจื™ืฆื• ืืช ื”ืคืงื•ื“ื” ื”ื‘ืื” ื›ื“ื™ ืœื”ืชืงื™ืŸ ืืช ื”ืžื ื•ืข ืฉืœ Chromium ื”ื“ืจื•ืฉ ืœืคืขื•ืœืช ื”ืกื•ื›ืŸ:

uv run playwright install chromium

3. ื”ืจืฆืช ื”-Host
ื›ื“ื™ ืœื”ืชื—ื™ืœ ืœื“ื‘ืจ ืขื ื”-Agent, ื”ืจื™ืฆื• ืืช ืงื•ื‘ืฅ ื”ืžืืจื— (Host):

Bash
uv run host.py
๐Ÿ” ื“ื•ื’ืžืื•ืช ืœืฉืืœื•ืช ืฉื”-Agent ื™ื•ื“ืข ืœืขื ื•ืช
ืœืื—ืจ ื”ืจืฆืช ื”-Host, ืชื•ื›ืœื• ืœืฉืื•ืœ ื‘ื˜ืจืžื™ื ืœ ืฉืืœื•ืช ื›ื’ื•ืŸ:

"ืžื” ืžื–ื’ ื”ืื•ื•ื™ืจ ืขื›ืฉื™ื• ื‘ื™ืจื•ืฉืœื™ื?"

"ื”ืื ืฆืคื•ื™ ื’ืฉื ื‘ื‘ื ื™ ื‘ืจืง ื‘ื™ื•ืžื™ื™ื ื”ืงืจื•ื‘ื™ื?"

"ืชืŸ ืœื™ ืชื—ื–ื™ืช ืžืคื•ืจื˜ืช ืœืชืœ ืื‘ื™ื‘ ืœื”ื™ื•ื."

"ืžื” ื”ื˜ืžืคืจื˜ื•ืจื” ื”ืžืงืกื™ืžืœื™ืช ื”ืžืชื•ื›ื ื ืช ื‘ื—ื™ืคื”?"

๐Ÿ—๏ธ ืžื‘ื ื” ื”ืคืจื•ื™ืงื˜
weather_Israel.py: ืฉืจืช ื”-MCP ื”ืžื›ื™ืœ ืืช ื”ื›ืœื™ื (Tools) ืœืฉืœื™ื˜ื” ื‘ื“ืคื“ืคืŸ ื•ื—ื™ืœื•ืฅ ื”ืชื•ื›ืŸ ืžื”ืืชืจื™ื ื”ืจืœื•ื•ื ื˜ื™ื™ื.

host.py: ื”ืžืžืฉืง ื”ืžืจื›ื–ื™ ืฉืžื—ื‘ืจ ื‘ื™ืŸ ื”-LLM (Claude) ืœื‘ื™ืŸ ืฉืจืชื™ ื”-MCP.

client.py: ืžื—ืœืงืช ืœืงื•ื— ื’ื ืจื™ืช ื”ืžื ื”ืœืช ืืช ื”ืชืงืฉื•ืจืช ืžื•ืœ ื”ืฉืจืชื™ื.

โš ๏ธ ื”ืขืจื” ืœืžืฉืชืžืฉื™ ื ื˜ืคืจื™
ื”ืงื•ื“ ื›ื•ืœืœ ื”ื’ื“ืจื•ืช ืชื•ืืžื•ืช ืขื‘ื•ืจ ืžืฉืชืžืฉื™ NetFree (ื‘ื™ื˜ื•ืœ ืื™ืžื•ืช SSL ื‘-httpx) ื›ื“ื™ ืœืืคืฉืจ ืขื‘ื•ื“ื” ื—ืœืงื” ืขื ื”-API ืฉืœ Anthropic ื•ื’ืœื™ืฉื” ื‘ืืชืจื™ื ื‘ืกื‘ื™ื‘ื” ืžืกื•ื ื ืช.

๐Ÿ’ก ื“ื’ืฉื™ื ื˜ื›ื ื™ื™ื
ืฉื™ืžื•ืฉ ื‘-RAG: ื”ืกื•ื›ืŸ ืžืฉืชืžืฉ ื‘ื›ืœื™ get_weather_page_content ื›ื“ื™ ืœื—ืœืฅ ื˜ืงืกื˜ ื’ื•ืœืžื™ ืžื”ืืชืจ ื•ืœื”ืขืฉื™ืจ ืืช ื”ืงื•ื ื˜ืงืกื˜ ืฉืœ ื”ืžื•ื“ืœ ื‘ืžื™ื“ืข ืขื“ื›ื ื™.

ืื•ื˜ื•ืžืฆื™ื”: ื”ืคืจื•ื™ืงื˜ ืžื“ืžื” ืคืขื•ืœื•ืช ืื ื•ืฉื™ื•ืช ื›ืžื• ื”ืงืœื“ื” ื•ื”ืžืชื ื” ืœืืœืžื ื˜ื™ื (Selectors) ื›ื“ื™ ืœื”ื‘ื˜ื™ื— ืืžื™ื ื•ืช ื’ื‘ื•ื”ื” ื‘ืฉืœื™ืคืช ื”ื ืชื•ื ื™ื.

Available Tools

4 tools
enter_weather_forecast_city_israelC

ืฉืœื‘ 2: ืžื–ื™ืŸ ืืช ืฉื ื”ืขื™ืจ ื‘ืฉื“ื” ื”ื—ื™ืคื•ืฉ.

Inputs: city_name (required). Returns: result

get_weather_page_contentB

ืฉืœื‘ 4 (RAG): ืฉื•ืœืฃ ืืช ื”ื˜ืงืกื˜ ืžื”ื“ืฃ ื•ืžื ืงื” ืื•ืชื• ืขื‘ื•ืจ ื”-LLM. ืžื—ื–ื™ืจ ืืช ื”ืžื™ื“ืข ื”ื’ื•ืœืžื™ ื›ื“ื™ ืฉื”ืžื•ื“ืœ ื™ื•ื›ืœ ืœืขื ื•ืช ืœืžืฉืชืžืฉ.

Inputs: no named parameters. Returns: result

open_weather_forecast_israelC

ืฉืœื‘ 1: ืคื•ืชื— ืืช ืืชืจ ืžื–ื’ ื”ืื•ื•ื™ืจ ื‘ื™ืฉืจืืœ ื•ืžื˜ืคืœ ื‘ื”ื•ื“ืขื•ืช ืจืืฉื•ื ื™ื•ืช.

Inputs: no named parameters. Returns: result

select_weather_forecast_city_israelB

ืฉืœื‘ 3: ื‘ื•ื—ืจ ืืช ื”ืขื™ืจ ื”ืจืืฉื•ื ื” ืžื”ืจืฉื™ืžื” ื•ืขื•ื‘ืจ ืœื“ืฃ ื”ืชื—ื–ื™ืช ื”ืžืคื•ืจื˜.

Inputs: no named parameters. Returns: result

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelogโ€ฆ

    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    B3.3/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a distinct step in the weather scraping workflow (open site, enter city, select city, get page content). No overlap in purpose or function.

    Naming Consistency4/5

    Tools consistently use verb_weather_forecast_city_israel pattern for three, but get_weather_page_content deviates slightly. Minor inconsistency but still predictable.

    Tool Count5/5

    4 tools is appropriate for the narrow scope of fetching a weather forecast from a specific website. Not too few or too many.

    Completeness3/5

    The tools cover the scraping workflow but lack other common weather operations (e.g., multiple cities, different forecast types, structured data output). Notable gaps for a general weather MCP.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

    Resources

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