A single integral form of the series in question is
$$ \sum_{n=0}^\infty t^n P_n(0)^2 P_n(\cos{a}) =
\frac{4}{\pi^2}\int_0^\pi \frac{db}{ u_+(b)+u_-(b)}K\big(\frac{(u_+(b)-u_-(b))^2}{(u_+(b)+u_-(b))^2}\big) $$
where
$$u_+(b) = \sqrt{1-2t\cos{(a+b)} + t^2} \quad,\quad u_-(b) = \sqrt{1-2t\cos{(a-b)} + t^2}$$
and the fact that $u_\pm$ also depends on $a$ and $t$ has been suppressed.
$K(x)$ is the complete elliptic function of the first kind, implemented in Mathematica as $K(x) =$EllipticK[x].
The derivation follows from integrating over $b$
$$\sum_{n=0}^\infty t^n P_n(\cos{a}) P_n(\cos{b}) =\frac{4}{\pi} \frac{1}{ u_+(b)+u_-(b)}K\big(\frac{(u_+(b)-u_-(b))^2}{(u_+(b)+u_-(b))^2}\big) $$
as I found in the answer to
An infinite series involving Legendre polynomials
Note that the argument of K in my answer is the square of the one in the reference, and that is to make it consistent with Mathematica's input. (There is a confusing array of notations for elliptic integrals.)
Gradshteyn and Rhyzhik 7.226.1, symmetry of the integrand, and the known closed-value for $P_n(0)$ can be manipulated to read
$$\int_0^\pi P_n(\cos{b}) db = \pi P_n(0)^2 $$
Hence, the derivation is easy, once the right formulas are available. The answer has been checked numerically for many $a$ and $t.$ It is highly unlikely there is a simpler form.