The QA Calling MATLAB functions from python indicates there should not be a problem. This Matlab page suggests you might have to configure your Matlab installation to accept being opened this way.
Note: It is not likely that the 'matlab.application', which is a COM server object, has anything to do with the matlab wrapper you found out about; the wrapper is just an executable. One of the matlab libraries has been registered as the COM server for matlab.application.