Access process running on host from inside a container

I am running docker version 1.7.1 - and I am unable to connect to a service running on the host from a process inside a docker container. I have tried passing in the IP address of eth0 - but that still does not help. Bizarrely, i am able to connect to a mysql database on a different server.
thanks in advance