Rank #436 · on radar since 2026-07-03

catgo-LRG

AI-driven workbench for computational materials science — interactive 3D structure viewer, natural-language CatBot assistant, visual DAG workflow engine, HPC job submission. Tauri desktop app with SvelteKit frontend and FastAPI Python backend. Drives VASP, ORCA, CP2K, QE, GPAW, DFTB+, SIESTA, LAMMPS.

Why it's ranked

Every score decomposes into published factors — the same math for every tool, paid or not. Read the methodology →