In ubuntu 14.04 desktop I need to disable dnsmasq by commenting "dns=dnsmasq" in /etc/NetworkManager/NetworkManager.conf
I think that the readme should explain that other containers that want to access the rawdns service need to pass the docker0 host ip
--dns