JERUSALEM—A group of Israeli energy companies said Wednesday they have signed a letter of intent to sell natural gas to a Jordanian power company, in a potentially multibillion-dollar deal that could strengthen ties between the two Middle East neighbors.

The Israeli companies said they would supply 45 billion cubic meters of gas over 15 years from the offshore Leviathan field to Jordan's state-owned National Electric Power Co.

The...