The rock on the Temple Mount from which he ascended, at or close to the site of the ruined Temple, was commemorated by the construction of the Dome of the Rock in 691.
The rock on the Temple Mount is special and deserved to be honored because of the religious affiliations to the place, regardless of your religion.