Jenkins run build in docker on server (withDockerServer not working)
apparently docker needs to be installed on jenkins master in order for jenkins to be able to launch the docker on the server.

After installation of docker (even without the docker daemon running on jenkins master); jenkins was able to launch the docker on my-server.