Restoring damaged myelin could reverse the neurological effects observed in patients with multiple sclerosis. In this Review, Yong and colleagues discuss the progress made in remyelinating therapies, including novel and potential repurposed agents, and highlight the challenges in preclinical and clinical development for such drugs.