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1. Connect via ssh to your server and bind port, e.g.

   ssh -L 8000:localhost:8000 user@your.server.com
   

   You can use some extra ssh-options if you want...

2. Run

   ./sage -notebook
   

   on your server.

3. Open a browser (locally) and type in

   http://localhost:8000
   

BTW: You do not need a X session to your server for that.