The modern massive gravity theories resolve a historical tension between the absence
of the so called vDVZ mass discontinuity and the absence of ghosts via a fine tuned
gravitational potential and a sophisticated screening mechanism. Those theories have
originated the modern covariant bimetric models which are local, ghost free and cos mologically viable apparently, they contain a massive plus a massless graviton in the
spectrum. It seems hard to solve the mentioned tension if we do insist in a model with
a minimal number of degrees of freedom, with only one massive spin-2 particle in the
spectrum, even if we allow nonlocal theories. Here we show that this problem can be cir cumvented in linearized nonlocal theories by the introduction of exponential terms with
infinite derivatives. The model admits non linear completions via nonlocal quadratic
terms in curvatures. We also investigate the role of the exponential factors in linearized
models where the graviton remains massless and a mass scale is introduced via nonlocal
terms, they are also ghost free and approach the Einstein-Hilbert theory as we go much
above the introduced mass scale.