There is a good reason why MongoDB does not do auto incrementing IDs and if you don't for some reason require them I would recommend not using them personally.
That aside you can create an auto increment IDs as shown in the Documentation: http://docs.mongodb.org/manual/tutorial/create-an-auto-incrementing-field/
It will not be "BIGSERIAL" but it will be auto incrementing (provided you manage it...).