We investigate numerically the possibility for surface plasmon polariton (SPP) guiding by chains of strongly interacting nanoparticles located near a metal surface. The model employed is based on the Green's function formalism and the dipole approximation for field scattering by nanoparticles. We demonstrate that the SPP confinement and guiding by chains of nanoparticles is feasible but crucially dependent on the scattering cross-section magnitude of individual particles and inter-particle distances. SPP guiding along bent chains of nanoparticles is also discussed. Electric field magnitude calculated 90 nm above the air-gold interface with the chain of nanoparticles for the external light wave (light wavelength 800 nm, polarization along the z axes) being incident on the first particle of the chain