Magnetofection has been utilized as a powerful tool to enhance gene transfection efficiency via magnetic field-enforced cellular transport processes. The accelerated accumulation of nucleic acid molecules by applying an external magnetic force enables the rapid and improved transduction efficiency. In this study, we developed magnetite nanocrystal clusters (PMNCs) cross-linked with polyethylenimine (PEI) to magnetically trigger intracellular delivery of small interfering RNA (siRNA). PMNCs were produced by cross-linked assembly of catechol-functionalized branched polyethylenimine (bPEI) around magnetite nanocrystals through an oil-in-water (O/W) emulsion and solvent evaporation method. The physical properties of PMNC were characterized by TEM, DLS, TSA, and FT-IR. Finely tuned formulation of clustered magnetite nanocrystals with controlled size and shape exhibited superior saturation of magnetization value. Magnetite nanocrystal clusters could form nanosized polyelectrolyte complexes with negatively charged siRNA molecules, enabling efficient delivery of siRNA into cells upon exposure to an external magnetic field within a short time. This study introduces a new class of magnetic nanomaterials that can be utilized for magnetically driven intracellular siRNA delivery.