Purpose of ICSP port on ethernet shield?

Projects Networking, Protocols, and Devices
2

Does it contain any necessary connections for the ethernet operation?

The most important yes.It contains the MISO,MOSI,SCLK,Reset and Power.
The ethernet card also needs the chip select pin (CSN)signal but that is not in ICSP header.