Herein, through the interfacial regulation of cucurbiturils (CBs) on Fe₃O₄–Au nanoparticles, a novel multifunctional platform is constructed for the sensitive detection of Cd²⁺ and the selective catalytic reduction (SCR) of nitrocompounds. The reported surface modification strategy provides an efficient approach to prepare a new platform for multiple purposes.