Activate Custom Web Part in SharePoint Site Collection Features

Go to Site Settings in your SharePoint site.

 
Go to your custom web part feature. Here I have created MyFirstWebPartSolution Feature.


Go and Activate your custom web part Feature.
 
Finally your custom web part added in sharePoint site.