At the cruise terminal you can take a taxi to the center, which is roughly 4-5 kilometers away. The journey takes only 10 to 15 minutes. Expect a rate of LE25 per taxi (4 persons, one way).
TIP: Keep in mind that drivers often don't use the meter and ask much higher rates. Bargain and agree on the price before you leave.