The increasing incidence of neurodegenerative diseases (NDs) and the constraints of existing treatment methods have spurred a keen interest in investigating alternative therapies. Medicinal plants, renowned for their long-standing use in traditional medicine, offer a hopeful avenue for discovering new neuroprotective agents. This study emphasizes the potential neuroprotective characteristics of edible fruit plants in Bangladesh, specifically focusing on their traditional folk medicine uses for neurological disorders. This study provides an in-depth overview of the different types of edible fruit trees in Bangladesh and their phytochemicals, including flavonoids, terpenoids, and phenolic acids. This work examines the scientific data supporting the neuroprotective properties of bioactive chemicals from plants. It further explores the mechanisms by which these compounds work to counteract oxidative stress, decrease inflammation, and stimulate neurogenesis. Moreover, the study investigates toxicological characteristics and bioactive components of some fruits, emphasizing the importance of further investigation to measure their safety profile comprehensively. This thorough study highlights the potential benefits of Bangladesh's edible fruit trees as a rich source of neuroprotective chemicals. It also shows that additional research might lead to novel approaches for improving brain functioning and preventing NDs.