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MPIFiles.jl is a Julia package that allows to access measurement data from the tomographic imaging method Magnetic Particle Imaging (MPI). The package has full support for the Magnetic Particle Imaging Data Format (MDF) for which it acts as a reference implementation. Furthermore MPIFiles.jl supports files measured with the preclinical MPI scanner from Bruker.