Start IPython notebook server without running web browser?

Is this what you want?

$ ipython notebook --no-browser

Edit

Now you should use instead

$ jupyter notebook --no-browser

Since

ipython notebook is deprecated and will be removed in future versions.
You likely want to use jupyter notebook in the future