TosKer is an orchestrator engine capable of automatically deploying and managing multi-component applications specifies in OASIS TOSCA, by exploiting Docker as a lightweight virtualization framework. The novelty of TosKer is to decouple the application-specific components, from the containers used to build their infrastructure. This permits to improve the orchestration of the components and to ease the change of the containers underneath.