Autoresponse

I would like to know how to set up an autoresponse.
In our website people can sign up as members of the society but when they do I haven’t figure it out how to send an automatic email letting them know that we will review their membership application and send them password.

If it is a plugin to do this that will be great. I can only find information and plugins for “Contact Us” pages.

Thanks, Y