Can you land on Mars moons?

You can land on any celestial body in the solar system provided that its surface is solid.
Yes, one can land on either of the moons of Mars, Phobos and Deimos and that is exactly what the Russian probe, Phobos-Grunt is going to do in 2012. See the related link for more information on this mission.