We study the following class of strongly indefinite Schrödinger equations with Stein–Weiss convolution parts: \(\begin{aligned} -\Delta u+V(x) u =\frac{1}{|x|^\beta }\left( \int _{\mathbb {R}^2}\frac{F(u)}{|x-y|^\mu |y|^\beta }dy\right) f(u),~x\in \mathbb {R}^2, \end{aligned}\) where \(V\in \mathcal {C}^0(\mathbb {R}^2)\) is bounded, \(\beta >0\) , \(0<\mu <2\) with \(0<2\beta +\mu <2\) and F is the primitive of f that fulfills the supercritical exponential growth in the Trudinger–Moser sense. When 0 belongs to a spectral gap of \(-\Delta +V\) , by introducing some new techniques and analytic skills, we exploit the linking-type argument to investigate the existence of nontrivial solutions for the given equation. In particular, the supercritical exponential growth on f would be allowed which should be regarded as one of main contributions in this article. Moreover, we also contemplate the case that the nonlinearity f possesses the critical exponential growth at infinity.