If your kids are "toddler" ages, maybe fencing off an area around your crafting table would work? Hook a bunch of baby gates together or something? Secure enough they can't knock it down but you can still see and supervise while they play in the rest of the room? Seems nicer to fence yourself off then to corral the kiddos!
