FreeCiv is now available as a HTML5 implementation that runs right in your (modern) browser:
Load times are quick too, so give it a try. It even supports multiplayer.
Tip: Moving units is either done via the arrow keys (preferably the number key-pad ones as those allow diagonal movement) or by dragging a red line from the unit to the desired location.