Yes, a small bag or backpack is usually fine. Sofars are hosted in all kinds of spaces and most don't have a cloakroom, so you'll need to keep it with you during the show.
Bringing something bigger? Check your event page and emails for any bag policy, then get in touch to make sure it's OK.