The purpose of the Gujarat Gopalak Vikas Nigam's Micro Finance Scheme is to provide financial assistance to underserved communities, enabling them to improve their livelihoods, foster self-sufficiency, and promote economic growth through small-scale businesses and agriculture-related activities.