This is for the most part now available with Premium accounts. We store posts up to 6 months old, and the title and body of the post will be in the search index for premium subscribers.
790 votesBrice McIver commented
I created an HTML5 app to view your starred.json file.
It's very basic but it gets the job done. If you want to make improvements, the source is here: