Neurological diseases, including both acute injuries and chronic neurodegenerative disorders, represent major contributors to morbidity and mortality worldwide. Chronic neurodegenerative diseases, such as Alzheimer's disease (AD) and Parkinson's disease (PD), which require long-term management, present significant challenges in the search for neuroprotective agents with reduced adverse effects and enhanced therapeutic efficacy. Sulforaphane (SFN), a bioactive compound found in cruciferous vegetables like broccoli and cauliflower, has garnered considerable attention for its potent neuroprotective properties and overall health benefits. Marketed primarily as a dietary supplement, SFN has shown a variety of biological activities and therapeutic potential in neurological diseases. Recent surging studies including ours have highlighted its ability to impede the progression of AD, PD, and cerebral ischemia by fostering neurogenesis and inhibiting apoptosis, oxidative stress, and neuroinflammation. This review aims to summarize the latest research on SFN, exploring its advanced therapeutic potential and underlying mechanisms in various neurological diseases, offering a comprehensive overview for researchers focused on neurological pathogenesis and drug development in neuroprotection.