qGo offers easy searching for moves in the current game or variation branch:
When in normal mode, holding down the shift key and left clicking moves to the first position of the main variation branch where the stone at this spot was played.
When in normal mode, holding down the shift key and right clicking moves to the next position within the current branch where the stone at this spot was played.