Nature Communications, Published online: 17 June 2026; doi:10.1038/s41467-026-73904-5 Metal-organic frameworks are candidates for carbon capture. Here the authors introduce a computational workflow to investigate their CO2 capture performance considering molecular diffusivity and identify promising water-tolerant systems.