Al-Masirah TV, the main television news outlet run by Yemen's Houthi movement, reported that the strikes were directed against oil facilities in the port and caused fatalities.
Hodeidah residents told Reuters by phone that explosions were heard throughout the city during an intensive bombardment.
On Friday, a long-range Iranian-made drone hit the centre of Tel Aviv in an attack claimed by the Houthi militia and which killed one man and wounded others, the Israeli military and emergency services said.