When you create a project using Groovy 2.5, Run As -> Groovy Console does not work any more because groovy.jar does not contain the necessary classes. groovy-console should be added to the project build path or, even better, at least in the launch configuration that gets created when you do Run As -> Groovy Console.

I suspect something similar applies to Run As -> Groovy Shell, but I never used it.