The first step before installing MicroPython to ESP32 is to erase the flash.
I’ve installed all necessary software like esptool, but the flashing was failing with error:
The solution to the problem is to pres and hold BOOT button. Then start erase command mentioned above.
After the initial erase I was able to flash there MicroPython:
Then it was possible to connect via rshell: