Sloan Digital Sky Survey (SDSS), covering just over 35% of the full sky, is the largest sky survey conducted. Many of the images made contain linear features that can only be explained by objects traveling at different angular velocities than the background sky. Certain number of linear features can be attributed to meteors, which makes their extraction from images scientifically interesting. In this work I present and discuss the full technical details of a software tool capable of searching through the entire SDSS imaging database for such linear features.