We consider semi-infinite Jacobi matrices corresponding to a point interaction for the
discrete Schr�dinger operator. Our goal is to find explicit expressions for the spectral
measure, the resolvent, and other spectral characteristics of such Jacobi matrices. It turns
out that the spectral analysis of this toy problem leads to a new class of orthogonal
polynomials generalizing the classical Chebyshev polynomials.