You might also want to use
calibre2opds to create an html catalog of your books, so once logged in to dropbox you can go to the index page and search through all your books. One link to the catalog, rather than hundreds of links to all your books. Fortunately, dropbox is the only cloud storage offering that I know of which currently allows you to download all files in a folder structure allowing relative links.