Along the lines of http://flask.pocoo.org/docs/patterns/mongokit/, I have a MONGODB_DATABASE setting, which is set to my normal database name. Then access the database via the connections' dictionary syntax, instead of attribute syntax (I have a helper method to make this prettier):