QGIS how to add custom labels to map?

[RCinSTP]

Using QGIS, I can add labels to my map with the Text Annotation tool, but I don't see any way to customize the look of the labels created with that tool.  Is there any way to custom the labels or is there a plugin that makes labels where the size, color, etc., can be adjusted?