To run workbench you need a disk labelled "Workbench" there is probably no hard drive. To navigate with out the mouse you use 'Amiga' key plus arrow or shift+amiga to click.
There should be heaps of games that work in 512k, but to do anything in Workbench you will need more ram, also a second floppy drive would be a must have upgrade.