An efficient amperometric biosensor based on well-crystallized leaf-like CuO nanoparticles for detecting glucose has been proposed. The leaf-like CuO nanoparticles, synthesized by a simple one-step hydrothermal method, were characterized by X-ray diffraction (XRD), scanning electron microscope (SEM) and transmission electron microscopy (TEM) for the morphology study. Under the optimal condition, the electrochemical behaviour of the leaf-like CuO nanoparticles modified electrode for detection of glucose exhibited high sensitivity of 246 mA/mM/cm 2 , short response time (within 5 s), linear dynamic range from 1.0 to 170 mM (R 2 = 0.9995), and low limit of detection (LOD) (S/N = 3) of 0.91 mM. The high sensitivity, good reproducibility, stability, and fast amperometric sensing towards oxidation of glucose, make this biosensor promising for future application.