SIMPLE transforms the study of our galaxy's most enigmatic objects - brown dwarfs, low-mass stars, and directly imaged exoplanets - into a collaborative, queryable database that turns complex celestial data into accessible insights.

In the cosmic zoo, brown dwarfs and directly imaged exoplanets represent some of the most challenging objects to study. These “failed stars” and distant worlds exist at the boundaries of stellar physics, too cool to sustain fusion yet too massive to ignore. Scattered across decades of observations and countless research papers, their data has remained frustratingly fragmented - until now.

SIMPLE-db transforms this scattered knowledge into a unified, collaborative archive that speaks both Python and SQL. Built on robust astronomical standards, it serves up photometry, kinematics, spectra, and physical parameters through multiple interfaces: a sleek web API at simple-bd-archive.org, direct Python integration, and standard database browsers. The architecture leverages astrodbkit for seamless querying while maintaining full data provenance - crucial when dealing with objects whose properties push observational limits.

From graduate students hunting for planetary-mass companions to seasoned researchers conducting population studies, SIMPLE democratizes access to some of astronomy’s most precious datasets. The collaborative framework invites the community to contribute discoveries, ensuring this living archive grows with our understanding of these cosmic curiosities that bridge the gap between planets and stars.

⭐ Stars: 13
💻 Language: Jupyter Notebook
🔗 Repository: SIMPLE-AstroDB/SIMPLE-db