Integrate with bookstore

[MSeal]

See https://github.com/nteract/bookstore/issues/62 for details. We're tracking it here in case anyone searches papermill issues for the topic. We don't add significant discussion here unless there's follow-up tasks for papermill after the above issue is marked resolved.