According the MLA Manual 8th edition you should include a URL. Those URLs can change, or become obsolete, they still are useful. If available you should use use a stable (also know as a permalink).
Some publishers assign DOIs or digital object identifier to an online publication. The DOI remains with the source even if the URL changes.