Grr this took hours to figure out. I was trying to install MJPG-streamer and running VLC command lines and all this crap but nothing worked.
First install motion:
~> sudo apt-get install motion
Then create a config file:
~> mkdir ~/.motion
~> nano ~/.motion/motion.conf