adb kill-server not responding?

Task Manager -> Process -> adb.exe -> End process

That worked for me.

I also came across the same error when I was trying to install one app in emulator. You need not restart PC to overcome this. Just kill the server. if 'adb kill-server' is also not working, kill the process (adb.exe) through task manager. There you go!!