This paper introduces Bernoulli-type and Euler-type Mersenne-Lerch interpolation families associated with Apostol-Mersenne polynomial families. Their construction is based on the Mersenne translation polynomials , defined by Explicit formulas for these polynomials are derived, including an expansion in terms of M-Stirling numbers of the second kind. At nonpositive integers, the resulting interpolation values recover the Apostol-Mersenne-Bernoulli and Apostol-Mersenne-Euler polynomials of order . Derivative, integral, addition, and difference formulas are also obtained for these values. A comparison with -calculus shows that the M-factorial, M-binomial coefficient, M-derivative, and M-exponential are obtained by setting in the corresponding -calculus expressions.

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