The adjective clause in the sentence is which inspired Francis Scott Key.
Adjective clauses describe or give information about a noun in the sentence and are always dependent clauses. They are generally introduced by a relative pronoun, in this case, which. The adjective clause contains a verb and provides further information about the subject of the sentence, which is the tattered flag.
