It means the chord is augmented, or the fifth is raised a semitone. In the case of an F+, for example, you would have F-A-C# instead of F-A-C.
What's interesting about an augmented chord is that because of the intervals between the notes, each augmented chord is actually the augmented chord for each note it contains. An F+, for example, is also an A+ and a C#+.