Even just getting their spectra should be enough to detect life, according Lovelock's theory that planets having life have out-of-equilibrium atmospheric gas profiles.

For example, we should expect that Mars is barren of life, or at least has such tenuous life as to be very hard to detect from Mars' atmosphere.