Instead of using the ipython command, use jupyter:
jupyter notebook --profile=myserver
With the release of IPython 4.0, the language-agnostic pieces of IPython, such as the notebook server, were moved to Jupyter. You can read more about The Big Split and the new release of Jupyter at those links.