Rolling two-dimensional materials into one-dimensional nanoscrolls unlocks tunable emergent properties; however, existing methods rely on external forces. Now, intrinsically driven scrolling in polar two-dimensional materials mediated by out-of-plane electric polarization is reported, establishing a platform for the design of functional nanoscrolls.