We present the Musical Gestures Toolbox, a collection of Max/MSP/Jitter modules to help in qualitative and quantitative analysis of musical gestures. Examples are shown of how the toolbox is used for studying musical mimicry, such as ”air piano” performance, and expressive gestures of musicians.