The spokesman for the Arab coalition, Turki al-Maliki, said that Saudi Arabia's air defense had downed the missiles launched at the Aramco facility.
"After the two missiles were destroyed, debris fell on residential areas, leaving no casualties or damage," al-Maliki said, accusing Tehran of supplying the Houthi rebels with advanced armament.
The Houthis have launched dozens of rockets at Saudi Arabia in recent months targeting a number of locations, including Riyadh's international airport.
The Saudi-led coalition of mostly Persian Gulf countries has been carrying out a military operation in Yemen at the request of the internationally recognized government of President Abd-Rabbu Mansour Hadi for three years, targeting Houthi militants. The rebels forced Hadi into exile in early 2015. The ouster turned into a full-fledged armed conflict with thousands of civilians being killed.