Family Medical Centers in Fleming Island, FL - Family Medicine. Health (3 days ago) Family Medical Centers is a primary clinic (Family Medicine) in Fleming Island, Florida.The current practice location for Family Medical Centers is 1689 Eagle Harbor Pkwy Ste A, Fleming Island, Florida.For appointments, you can reach them via phone at (904) 269-1366.The mailing address for Family Medical ....