I was able to compile Tools and other stuff by downloading Linux version of the SDK and copying the BuildsOGLESIncludeEGL folder.
The windows version of the OGLES-1.1 2.04.24 SDK seems to be missing the BuildsOGLESIncludeEGL directory altogether and thus nothing will compile.
An updated version of the SDK that fixes this problem has just been released.