The main purpose of the Housing Vouchers Fairness Act is to provide financial assistance through rental vouchers to help individuals and families afford housing in areas with high population growth. The act aims to address the increasing demand for affordable housing in these regions, ensuring that the support keeps pace with population changes. Key provisions of the act include the authorization of $2 billion for rental vouchers specifically for high growth population areas.