MANILA/ATHENS (Reuters) -The crew of a Greek-owned vessel Tutor that was damaged in an attack by Yemeni Houthi militants in the Red Sea should be rescued within the day although one sailor is still missing, the Philippines said on Friday.

The attack near the Yemeni port of Hodeidah on Wednesday caused severe flooding and damage to the engine room and left the Tutor, a Liberia-flagged coal carrier, unable to manouvre. It was taking in water and was in need of rescue.

The Iran-aligned Houthi militants have taken responsibility for the boat and missile attack on the Tutor. The Houthis have made repeated drone and missile strikes on ships in the shipping channels of the Red Sea, the Bab al-Mandab Strait and the Gulf of Aden since November, saying they are acting in solidarity with Palestinians in the Gaza war.

The 22 crew members on board are mostly Filipino, Hans Cacdac, the Philippines Department of Migrant Workers Secretary, told a press conference in Manila.

"Rescue is forthcoming within the day," he said, adding that he could not disclose further information for security reasons.

Philippine President Ferdinand R. Marcos Jr said the country's authorities were coordinating with the United Kingdom Maritime Trade Operations (UKMTO) to take the crew members to Djibouti and bring them back home.

The missing crew member was suspected to be trapped in the engine room, maritime sources said. The rest of the crew were "safe and sound" and had adequate food supplies, Cacdac said, citing the captain.

"Right now, we are still in the process of trying to ascertain or trying to account for the particular seafarer in that ship. We are praying we could find him," Cacdac said.

The ship's Athens-based manager Evalend Shipping has not responded to Reuters' requests for comment.

The Houthi campaign in the Red Sea region has disrupted global shipping, cascading delays and costs through supply chains. The militants have sunk one ship, seized another vessel and killed three seafarers in separate attacks.

(Reporting by Neil Jerome Morales in Manila and Renee Maltezou in Athens, additional reporting by Yannis Souliotis, Editing by Angus MacSwan)