Use Pineapple application for opening and working on your IPython/Jupyter notebooks. It is pretty cool.
Update:
Now there is nteract, which is a new jupyter-like Desktop app. After installing it, make it the default app for opening .ipynb
files. Then just double-click any notebook to start it right away.