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...You probably need to allow the system to install applications from anywhere in the security settings. Docker images are available. They run the full GUI inside a virtual Xorg server (using Xvfb). A VNC server runs on TCP port 5900 of the container, just use a regular VNCclient to access the interface. The password to access the VNC service is printed to the console when starting the container.
A pure HTML implementation of VNC, using the HTML 5 canvas tag and JavaScript as a client and an RFB to HTTP proxy served up by Python.
Requires Python and Python Imaging Library to be installed on the server.
Is a complete GUI replacement for the gnome terminal which allows you to manage your connections, cluster mode (for sending commands for several servers at the same time) and support for ssh, ftp, telnet, vnc and rdesktop.