The main aim of this paper proposes a frame based approach for segmenting the storing of medical videos onto the repository. Instead of viewing through the entire video this tool will helps you to extract the specific frames from the extended videos automatically. This will play a vital role for many researchers in the field of medical imaging, medical research and education, medical diagnostics and training of medical professionals. The key components of this system include video segmentation, image extraction, image retrieval and image quality assessment process. We show examples on number of video clips to illustrate the utility and flexibility of the system.