They haven't explicitly come out against capitalism yet. Though, their youth caucus has drafted a proposal to change their platform to come out as explicitly anti-capitalist. Richard Wolff[1], Democracy@Work cofounder helped draft it.

[1] http://www.democracyatwork.info/richard_wolff