This extension will allow you to download controlnet models automatically. So you don't need to manually download and copy models anymore.
Under Extensions go to Install from URL and paste the link to this repository in the first textbox. Click Install.
Just click on the Model you want to download and Click Download button
You must restart webui console after installing this extension. Otherwise it will not load properly