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MCP Weather Assistant

MCP Weather Assistant

by yehudit-alfa
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๐ŸŒค๏ธ MCP Weather Assistant

ืคืจื•ื™ืงื˜ ื–ื” ื”ื•ื ื“ื•ื’ืžื” ืงื˜ื ื” ื•ืคืจืงื˜ื™ืช ืœื™ื™ืฉื•ื ืฉืœ MCP (Model Context Protocol) ืขื ืžื•ื“ืœ ืฉืคื”, ืฉืžืืคืฉืจ ืœืžื•ื“ืœ ืœืขื‘ื•ื“ ืขื ื›ืœื™ื ื—ื™ืฆื•ื ื™ื™ื ืืžื™ืชื™ื™ื.

๐ŸŽฏ ืžื” ื”ืคืจื•ื™ืงื˜ ืขื•ืฉื”?

ื”ืคืจื•ื™ืงื˜ ืžืืคืฉืจ ืœืžืฉืชืžืฉ ืœืฉืื•ืœ ืฉืืœื•ืช ืขืœ ืžื–ื’ ื”ืื•ื•ื™ืจ, ื•ื”-LLM ื‘ื•ื—ืจ ืื™ืœื• ื›ืœื™ื ืœื”ืฉืชืžืฉ ื›ื“ื™ ืœืขื ื•ืช ืขืœ ื”ืฉืืœื”.

ื™ืฉ ื‘ื• ืฉื ื™ ืกื•ื’ื™ ื›ืœื™ื:

  • ืขื‘ื•ืจ ื™ืฉืจืืœ โ€” ื ืขืฉื” ืฉื™ืžื•ืฉ ื‘-Playwright ื›ื“ื™ ืœืคืชื•ื— ื“ืคื“ืคืŸ, ืœื”ื–ื™ืŸ ืฉื ืขื™ืจ, ืœื‘ื—ื•ืจ ืืช ื”ืชื•ืฆืื” ื•ืœื—ืœืฅ ืืช ืชื•ื›ืŸ ื”ื“ืฃ.

  • ืขื‘ื•ืจ ืืจืฆื•ืช ื”ื‘ืจื™ืช โ€” ื ืขืฉื” ืฉื™ืžื•ืฉ ื‘-API ืจืฉืžื™ ืฉืœ ืžื–ื’ ื”ืื•ื•ื™ืจ ื›ื“ื™ ืœืงื‘ืœ ืชื—ื–ื™ืช ื•-alerts.

ื”ื“ื‘ืจ ืžื™ื•ืขื“ ืœื”ื“ื’ื™ื ืื™ืš ืžื•ื“ืœ ืฉืคื” ื™ื›ื•ืœ ืœื ืจืง ืœืขื ื•ืช, ืืœื ื’ื ืœื‘ืฆืข ืคืขื•ืœื” ื‘ืขื•ืœื ื”ืืžื™ืชื™ ื“ืจืš ื›ืœื™ื ื—ื™ืฆื•ื ื™ื™ื.

Related MCP server: MCP Weather Forecast Server

๐ŸŽฏ ื”ืžื˜ืจื” ืฉืœ ื”ืคืจื•ื™ืงื˜

ื”ืžื˜ืจื” ื”ื™ื ืœื”ืจืื•ืช ื›ื™ืฆื“ ืืคืฉืจ ืœื”ืจื—ื™ื‘ ืืช ื™ื›ื•ืœื•ืช ืฉืœ LLM ื‘ืืžืฆืขื•ืช MCP Tools:

  • ืœืืกื•ืฃ ืžื™ื“ืข ื‘ื–ืžืŸ ืืžืช

  • ืœื‘ืฆืข ืคืขื•ืœื•ืช ื‘ื“ืคื“ืคืŸ ื‘ืื•ืคืŸ ืื•ื˜ื•ืžื˜ื™

  • ืœื”ืขื ื™ืง ืœืžื•ื“ืœ ืงื•ื ื˜ืงืกื˜ ื ื•ืกืฃ ืžื”ืืชืจ ืขืฆืžื• (RAG)

  • ืœืฉืœื‘ ื‘ื™ืŸ ื›ืœื™ื ืฉื•ื ื™ื ืœืžืžืฉืง ืฆ'ืื˜ ืื—ื“

ื–ื”ื• ืคืจื•ื™ืงื˜ ืœื™ืžื•ื“ื™ ืฉืžื“ื’ื™ื ืขืงืจื•ื ื•ืช ืฉืœ Agents, MCP Servers ื•-Tool Calling.

๐Ÿงฉ ืžื‘ื ื” ื”ืคืจื•ื™ืงื˜

  • client.py โ€” ืœืงื•ื— MCP ื’ื ืจื™ ืฉืžืชื—ื‘ืจ ืœืฉืจืชื™ื.

  • host.py โ€” ืฆ'ืื˜ Host ืฉืžืงื‘ืœ ืฉืืœื•ืช, ืฉื•ืœื— ืื•ืชืŸ ืœืžื•ื“ืœ ื•ืžื—ื‘ืจ ื‘ื™ืŸ ื”-LLM ืœื›ืœื™ื.

  • weather_USA.py โ€” ืฉืจืช MCP ืขื‘ื•ืจ ืžื–ื’ ืื•ื•ื™ืจ ื‘ืืจืฆื•ืช ื”ื‘ืจื™ืช ื“ืจืš API.

  • weather_Israel.py โ€” ืฉืจืช MCP ืขื‘ื•ืจ ืžื–ื’ ืื•ื•ื™ืจ ื‘ื™ืฉืจืืœ ื“ืจืš Playwright.

๐Ÿ› ๏ธ ื˜ื›ื ื•ืœื•ื’ื™ื•ืช ื‘ืฉื™ืžื•ืฉ

  • Python

  • MCP SDK

  • Playwright

  • Anthropic API

  • UV

๐Ÿš€ ืื™ืš ืžืจื™ืฆื™ื ืืช ื”ืคืจื•ื™ืงื˜

1. ื”ืชืงื ืช ื”ืชืœื•ื™ื•ืช

uv sync

2. ื”ืชืงื ืช ื“ืคื“ืคืŸ ืขื‘ื•ืจ Playwright

uv run playwright install chromium

3. ื”ื’ื“ืจืช ืžืคืชื— API

ื•ื“ืื• ืฉื™ืฉ ืœื›ื ืžืฉืชื ื” ืกื‘ื™ื‘ื” ื‘ืฉื:

ANTHROPIC_API_KEY=your_api_key_here

4. ื”ืจืฆืช ื”ืžืžืฉืง

uv run host.py

๐Ÿ’ฌ ื“ื•ื’ืžืื•ืช ืœืฉืืœื•ืช ืฉื ื™ืชืŸ ืœืฉืื•ืœ

  • ืžื” ืžื–ื’ ื”ืื•ื•ื™ืจ ื”ื™ื•ื ื‘ื™ืจื•ืฉืœื™ื?

  • ืชื‘ื“ื•ืง ืœื™ ื‘ื‘ืงืฉื” ืžื” ื”ืชื—ื–ื™ืช ื‘ื˜ื‘ืจื™ื”.

  • ื”ืื ื™ืจื“ ื’ืฉื ื”ื™ื•ื ื‘ืชืœ ืื‘ื™ื‘?

  • ืžื” ื”ืžืฆื‘ ื‘ืžื–ื’ ื”ืื•ื•ื™ืจ ื‘ืื™ืœืช?

  • What is the weather in New York?

โš ๏ธ ื“ื‘ืจื™ื ื—ืฉื•ื‘ื™ื ืœืฉื™ื ืœื‘ ืืœื™ื”ื

  • ื”ืคืจื•ื™ืงื˜ ืžื™ื•ืขื“ ืœืœื™ืžื•ื“ ื•ื”ื“ื’ืžื”, ืœืื• ื“ื•ื•ืงื ืœืžื•ืฆืจ ืกื•ืคื™ ื™ืฆื™ื‘.

  • ืขื‘ื•ืจ ื™ืฉืจืืœ, ื”ืชื”ืœื™ืš ืชืœื•ื™ ื‘ืืชืจ ื—ื™ืฆื•ื ื™, ื•ืœื›ืŸ ื”ื•ื ืขืœื•ืœ ืœื”ื™ืฉื‘ืจ ืื ื”ืืชืจ ื™ืฉื ื” ืืช ืžื‘ื ื” ื”ื“ืฃ.

  • ื›ื“ื™ ืฉื”-LLM ื™ื•ื›ืœ ืœืขื ื•ืช, ืฆืจื™ืš ืœื”ื™ื•ืช ืžื•ื’ื“ืจ ืžืคืชื— API ืชืงื™ืŸ.

Available Tools

4 tools
enter_weather_forecast_city_israelB

ืžืงื‘ืœ ืฉื ืขื™ืจ ื•ืžื–ื™ืŸ ืื•ืชื” ื‘ืฉื“ื” ื”ื—ื™ืคื•ืฉ ื‘ืืชืจ.

Inputs: city_name (required). Returns: result

extract_weather_data_israelB

ืžื—ืœืฅ ืืช ืชื•ื›ืŸ ื“ืฃ ื”ืชื—ื–ื™ืช ื”ื ื•ื›ื—ื™, ืžื ืงื” ืื•ืชื• ื•ืžื—ื–ื™ืจ ืืช ื˜ืงืกื˜ ื”ืชื—ื–ื™ืช ืขื‘ื•ืจ ื”-LLM.

Inputs: no named parameters. Returns: result

open_weather_forecast_israelA

ืคื•ืชื— ืืช ื”ื“ืคื“ืคืŸ ื•ืžื ื•ื•ื˜ ืœื“ืฃ ื”ืจืืฉื™ ืฉืœ ืืชืจ ืžื–ื’ ื”ืื•ื•ื™ืจ ื‘ื™ืฉืจืืœ.

Inputs: no named parameters. Returns: result

select_weather_forecast_city_israelB

ื‘ื•ื—ืจ ืืช ื”ืžื™ืงื•ื ื”ืจืืฉื•ืŸ ืฉืžื•ืคื™ืข ื‘ืจืฉื™ืžืช ื”ืขืจื™ื ื”ื ืคืชื—ืช (Dropdown).

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

    A3.7/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool has a distinct role in the workflow: open browser, enter city, select from dropdown, extract data. No overlap in functionality.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern with snake_case and the suffix '_israel', making them predictable.

    Tool Count5/5

    Four tools is appropriate for a focused weather scraping assistant, covering the essential steps without excess.

    Completeness4/5

    Covers the main workflow but lacks error handling or a tool to explicitly submit the search, leaving minor gaps.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

    Resources

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