By functionalizing organic ligands and regulating metal nodes, metal−organic frameworks (MOFs) exhibit a variety of catalytic properties, which not only expand their application in biomass conversion but also increase the designability of catalysts. Herein, we have developed a synthesis strategy to fabricate multicomponent nanocatalysts (M−ZrO 2 /N−C, M = Ni, Fe, Co, Cu) derived from postsynthetic modification of zirconium−organic frameworks using Schiff base as an effective bridge. These nanocatalysts were utilized for the hydrogenation of bio-derived methyl levulinate to γ-valerolactone. The catalytic performance demonstrates that Ni−ZrO 2 /N−C possesses superior catalytic activity (99.9% conversion of methyl levulinate and 94.7% selectivity of γ-valerolactone), which could be attributed to the synergy effect of metal Ni and ZrO 2 species. Various characterization methods (X-ray photoelectron spectroscopy (XPS) and in situ diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS)) indicated that metallic nickel activated H 2 , and the introduction of ZrO 2 provided sufficient Lewis acid sites, accelerating the intramolecular esterification process.