Here are free software projects and related resources that encourage women to get involved, provide advice on how to get started, connect women with mentors, and have various opportunities for women.
Google Summer of Code This is a large program that provides stipends for students of any gender to work on free software projects. Read this post on the Geek Femenism blog that encourages women to apply.