From the project website:
Annotations can have comments, tags, users and more. Morever, the Annotator is designed for easy extensibility so its a cinch to add a new feature or behaviour.
The accompanying site AnnotateIt is a hosted web service for storing annotations.
The Annotator is being developed by the Open Knowledge Foundation.