A machine tool having a machine frame which has a stand and a machine sub-structure, a workpiece carrier arrangement which can be moved on linear guides, and a machining unit which is arranged on the stand. The machining unit can be moved along at least one coordinate axis and comprises an exchangeable cutting tool. The linear guides and the linear drives of the workpiece carrier arrangement are covered by longitudinally continuous, stationary cover elements and are thus protected against chip deposits.