Solvent-driven wettability modulation in Pt/MIL-100 enriches furfural within hydrophilic MOF cages from n-hexane, creating a concentrated microenvironment around Pt sites. This enables selective furfural hydrogenation at 25 °C, affording 93.8% conversion and 97.7% furfuryl alcohol selectivity.