space-weather

160-tool MCP server for real-time global intelligence from free public APIs: markets, liquidity, prediction markets, SEC filings, conflict, military, aircraft-cohort early warning, migration and border flows, cyber, climate, news and more. Dated observation history, 29 research prompts, cited briefs, geofences, SSE dashboard. MIT, no paid API keys.

Space Weather JHelioviewer ☉

Nebulon is a space-flight game with no backend and no account. You pilot a ship through an endless field of asteroids, wrecks, comets and energy anomalies, collect energy to build your score, and push the hyperdrive when you need distance. One hit ends a run, so the game rewards reading the field early and moving smoothly.

Air-&-space situational-awareness dashboard for a $10 ESP32 touchscreen (CYD / CrowPanel): satellites overhead, rocket launches, ADS-B aircraft, aviation & space weather, the solar system, and a live star map — location-aware, with an Intelligent Focus director. Runs real HTTPS feeds on a no-PSRAM board; flash it from your browser.

Space Weather Monitor Application (SWMA) is an open-source application made for visualizing real-time space weather related data.

Machine Learning tools for Space Weather and Plasma Physics

Visual Studio Code language extension for SWMF configuration files

A Python wrapper for the Australian Bureau of Meteorology's Space Weather API.

CYD tactical monitoring station — real-time weather, space weather, solar day almanac, US power outage tracking, volcano, wildfire & earthquake tracking, breaking news, Apocalypse Early Warning System (jet anomaly detection), display profiles, and Somnus intelligent power management — tap to wake.

pysat support for space weather indices and data sets

200+ auto-updated space, astronomy & physics datasets on Hugging Face (NASA, NOAA, ESA, JPL, SpaceX, Wikidata). Satellites, asteroids, space probes (Voyager, Cassini, Mars), space weather, exoplanets, pulsars, radio/X-ray surveys, cosmic rays, particle physics, and more. Parquet format, no API keys.

Data Driven Thermospheric Density Modeling with Machine Learning

magneticearth.org: A place to learn about geomagnetism

Example of using machine learning for forecasting Vertical Total Electron Content (VTEC) in the ionosphere

Provides the Australian Bureau of Meteorology Space Weather Alert System values

A Software Tool to Analyze Solar Physics Data

Detect and characterize coronal dimming in the Solar Dynamics Observatory Extreme Ultraviolet Variability Experiment data

GIC Forecasting & Analysis — A data-driven framework for modeling Geomagnetically Induced Currents using solar wind data, SuperMAG observations, and advanced ML techniques. Integrates domain physics, feature engineering, and imputation strategies to tackle real-world space weather challenges.

Mercury Agent ♱ is a civilization-first neuro-symbolic AI for multi-domain anomaly & hazard detection and early warning — a trained detector-fusion core, real-data hazard models, fail-closed ethical gates, post-quantum crypto, and a self-hostable detection-as-a-service platform. Built for STEAM research and humanitarian crisis response.

🛰️ Production-ready ML system for geomagnetic storm prediction | 98% AUC, 70% recall | Threshold-optimized ensemble with real-time inference | 29-year dataset (1996-2025) | NOAA SWPC operational standards | Complete MLOps pipeline