Is there any way to know all the containers that have or has been running or stoped on Docker and get the history of them ?
That functionality is not part of the Docker HTTP API so it's not available to an application programmer. There is only information about containers that currently exist; once you delete a container (either via docker rm or an equivalent API call) it is completely gone.