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Fetch, analyze, and visualize upper-air sounding data with thermodynamic plots.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "soundings-mcp" yet — see the docs or source repo.
Find available upper-air sounding stations near Beijing and fetch the latest RAOB sounding data. Return station details, observation time, and a summary of the raw profile data.
A list of matching stations, the latest observation, and a summary of temperature, dew point, wind, and other profile data.
Using a specified sounding, calculate thermodynamic indices such as CAPE, CIN, LCL, and LI, then briefly explain atmospheric stability and convective potential.
Key thermodynamic values plus a brief interpretation of stability, lifting conditions, and convective risk.
Generate a Skew-T log-P diagram for a given station and time, annotate key temperature and wind information, upload the image to S3, and return an access link.
The generated Skew-T result, upload status, and a shareable S3 file link.
Access real-time NOAA space weather data and forecasts for analysis.
Fetch space weather and geomagnetic data for monitoring and research analysis.
Get live space weather and HF propagation insights for analysis and planning.
Get real-time weather, air quality, forecasts, and astronomy data via Caiyun API.
Access NOAA space weather data, aurora forecasts, and solar activity alerts.
Analyze air quality data and generate statistical summaries and publication-ready plots.