Persian, Greek, Italian food. Casual dining open 7 days a week. Shiraz Cafe Mediterranean restaurant is an upscale, yet casual dining establishment located on McGinnis Ferry Road in Alpharetta, making it the perfect get-away for Mediterranean cuisine, whether you are having a business lunch, or a romantic dinner. Relax and enjoy a warm and inviting atmosphere with quality, value and superb service.