System and method to compress multiple videos are provided, the system includes a video retrieve module configured to retrieve videos from a video library database; a video selection module configured to select videos by a user upon viewing the plurality of videos; a video clipping module configured to clip each of the multiple videos into a multiple video clips based on features with assigned importance levels, and to select one or more video clips by the user upon viewing the multiple video clips; a video summarization module configured to create a video summary, a video editing module configured to operate multiple video clips from the video summary on receiving a feedback from the user, to generate a modified video summary to compress the multiple videos, a video time calculator module configured to calculate total time eliminated; a video timer module configured to set a time frame enable the modified video summary to be played.