The computational study of small first-row transition metal clusters is reviewed in this work. An overview of methods based on Density Functional Theory and Molecular Dynamics Simulations currently used to perform those studies is provided. The properties of small first-row transition metal clusters to be reviewed include the geometric and electronic structure and the magnetic and vibrational behavior.