Communication ESP8266 With Node MCU Fimware with Arduino

I have bought ESP8266 and I'm wondering if I flash it with Node MCU Firmware can I communicate with Arduino Board?

e.g. Can I open/close a Led when the ESP8266 take the command?

Also can I use the Example which gives the Node MCU Board and libraries?

I want to avoid parsing AT commands