A hand-operated magnetic window-cleaning device specifically designed for cleaning the exterior windows of high-rise buildings. By optimizing the arrangement of magnets and the grip method, it enhances the mobility and adhesion stability, and reduces the risk of the outer components falling off during rapid operation.