Using roll-to-roll nanoimprinting, we fabricate 3D villus membranes that recapitulate mucin-expressing intestinal epithelium in vitro.This gut-on-a-chip platform enables high-throughput screening of mucin-binding probiotics. A smart tool for next-generation personalized gut microbiome therapeutics.