In this paper, we study the set of 0-1 integer solutions to a single knapsack constraint and a set of non-overlapping cardinality constraints (MCKP). This set is a generalization of the traditional 0-1 knapsack polytope and the 0-1 knapsack polytope with generalized upper bounds. We derive strong valid inequalities for the convex hull of its feasible solutions by lifting the generalized cover inequalities presented in Zeng and Richard . For problems with a single cardinality constraint, we derive a set of multidimensional superadditive lifting functions and prove that they are maximal and non-dominated under some mild conditions. We then show that these functions can also be used to build strong valid inequalities for problems with multiple disjoint cardinality constraints.