Question

Why should TP be maximum when $MP=0$?

Answer 1

$MP$ is the rate of $TP$ (i.e., it measures the change in $TP$). When $MP=0$, there is no change (or addition) in $TP$. Implying that $TP$ should be maximum when $MP=0$.