This attractively decorated restaurant offers Sunday brunch for $12 a head. You can get anything from Eggs Benedict to Grits. You can also custom-order your Bloody Mary at the Bloody Mary bar.
It's not actually in Charleston, but it's just minutes to the north in Mt. Pleasant.