Current high-throughput screening methods for drug discovery rely on the existence of targets. Moreover, most of the hits generated during screenings turn out to be invalid after further testing in animal models. To by-pass these limitations, efforts are now being made to screen chemical libraries on whole animals. One of the most commonly used animal model in biology is the murine model Mus musculus. However, its cost limits its use in large-scale therapeutic screening. In contrast, the nematode Caenorhabditis elegans is gaining momentum as screening chemical tool. This tiny worm combines genetic amenability, low cost, and culture conditions that are compatible with large-scale screens. Its main advantage is to allow high-throughput screening in a whole-animal context. Moreover, its use is not dependent on the prior identification of a target and permits the selection of compounds with an improved safety profile. Here, we introduce this approach with the Duchenne Muscular Dystrophy, the Spinal Muscular Dystrophy and the Schwartz-Jampel syndrome. We present the methodology used with each model to screen up to 7,000 compounds and the results of these screening campaigns. We further present the validation of our best hits and try to understand their mechanism of action.