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    maintenance
    Demonstrates how to integrate Model Context Protocol with Server-Sent Events (SSE) in a FastAPI web application, including a weather service example with tools for getting forecasts and alerts.
    MIT
  • A
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    Not graded
    quality
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    maintenance
    A Server-Sent Events implementation using FastAPI framework that integrates Model Context Protocol (MCP), allowing AI models to access external tools and data sources like weather information.
    51
    MIT
  • A
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    A
    quality
    C
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    Enables interactive access to JAXA's satellite observation data (precipitation, land surface temperature, NDVI, elevation, soil moisture) via Claude, providing tools for point time series, dataset information, and area image generation.
    4
    MIT
  • F
    license
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    quality
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    Enables scheduling of construction works against weather forecasts, using deterministic tools to check weather suitability, estimate curing times, and place dependent tasks into the earliest non-prohibited time windows.
    4
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    An MCP server for US electricity demand and weather data that provides tools, resources, and prompts to query hourly demand, daily demand, peak demand, and demand vs temperature across regions, all running locally with a bundled SQLite database.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Solar vitamin D: whether the sun where you are can make vitamin D right now, how many minutes your Fitzpatrick skin type needs for a target dose, which months of the year synthesis is possible at your latitude, and how much a sun session produced. Computed from solar geometry, a clear-sky UV model with ozone and altitude, and live Open-Meteo UV data.
    10
    6 npm
    MIT
  • A
    license
    A
    quality
    F
    maintenance
    AI assistants can size heat pumps, estimate energy costs, and verify cold-climate performance using bundled data and no API keys.
    6
    3
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables querying Portuguese weather forecasts from IPMA, with tools to list localities and retrieve temperature and weather predictions.
    2
    -
  • A
    license
    A
    quality
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    Provides aviation weather data (METAR, TAF, station search) with a unique assess_conditions tool that returns flight category, confidence, and an escalation gate to indicate when human review is needed.
    4
    14 npm
    MIT
  • A
    license
    A
    quality
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    maintenance
    Wraps a climate data-processing pipeline so agents can inspect the config schema and available sample CSVs, validate an inline JSON config, and run the pipeline to return a monthly summary table plus a rendered plot, with file access sandboxed to the data and outputs directories.
    4
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A free, MIT-licensed MCP server that provides AI agents with analyst-grade US severe-weather tools, including live warning polygons, SPC outlooks, radar-derived hail and rotation products, and a composite threat brief.
    10
    1
    MIT
  • F
    license
    A
    quality
    B
    maintenance
    Provides current weather and forecast data for any city via OpenWeatherMap. Can be used with Ollama or Claude Desktop for natural-language weather queries.
    2
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  • A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that provides real astronomical data (planetary positions, lunar phases, space weather) with astrological interpretations to help users make decisions about deployments, incident analysis, and scheduling.
    9
    1
    Creative Commons Zero v1.0 Universal