Accelerated Mobile Pages is a Google backed project for faster delivery of your website content to the mobile device users. Search engine shows AMP symbol.
The best plugin for caching sites on Nginx server is to use no plugin at all. Nginx has built in caching module which is called FastCGI. It is the best performer on LEMP stack.