No, you cannot purchase beer at 3:00 AM in Tennessee, as state laws and local municipal ordinances strictly regulate alcohol sales hours. Retail stores, convenience shops, and supermarkets are legally prohibited from selling beer during late-night and early-morning hours, typically cutting off sales between midnight and early morning, with even stricter limitations enforced across most jurisdictions on Sundays. Specific closing hours vary slightly by county and municipal regulations.