$ loading_
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.
Search NOAA climate stations, datasets, and historical weather observations
Fetch and analyze aviation weather reports and flight weather advisories.
Access German weather observations, forecasts, and warnings through standardized MCP tools.
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.