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Abstract: We study a Josephson junction in a Kitaev chain with particle-hole symmetric nearest-neighbor interactions. When the phase difference across the junction is π, we show analytically that the full many-body spectrum of the interacting system is fourfold degenerate up to corrections that vanish exponentially in the system size. The Majorana bound states at the ends of the chain are known to survive interactions. Our result proves that the same is true for the zero-energy quasiparticle localized at the junction. We further study finite-size corrections numerically, and show how repulsive interactions lead to stronger end-to-end correlations than in a noninteracting system with the same bulk gap.