We find exact solitons in a large class of noncommutative gauge theories us
ing a simple solution generating technique. The solitons in the effective f
ield theory description of open string field theory are interpreted as D-br
anes for any value of the noncommutativity. We discuss the vacuum structure
of open string field theory in view of our results.