I think there are crawdads in most all WA lakes, but I could be wrong. See them being trapped on Lake Washington. Used to be a summer only season and 10# limit, but not sure about it nowadays. Don't think you need a license either.
You can easily find out next time you're at American Lake perch fishing. Drop a trap or two when you get there and pick them up when you're ready to leave.
Good luck!