Parallel Computing Toolkit is a Mathematica AddOn that allows users to develop and run parallel computations entirely in Mathematica. It provides a high-level language for expressing parallel algorithms in a machine-independent way. The presentation discusses the features of Parallel Computing Toolkit and gives examples of applications.