Portainer exposes an HTTP API that you can use to automate everything you do via the Portainer UI. You can also use Portainer as a gateway (HTTP queries against the Portainer API) to the underlying Docker/Kubernetes API.
You can find our API documentation at SwaggerHub. We have also provided some examples of API usage.