Consider a simple graph $\mathbb{G} = (\mathcal{V}, \mathcal{E}) $, where $ \mathcal{V} $ are the vertices and $ \mathcal{E} $ are the edges. The first Zagreb index, $\mathbb{M}_{1}(\mathbb{G}) = \sum_{v \in \mathcal{V}} ψ_\mathbb{G}(v)^2$. The second Zagreb index, $\mathbb{M}_{2}(\mathbb{G}) = \sum_{uv \in \mathcal{E}} ψ_\mathbb{G}(u) ψ_\mathbb{G}(v)$. The metric dimension of a graph refers to the smallest subset of vertices in a resolving set such that the distances from these vertices to all others in the graph uniquely identify each vertex. In this paper, we characterize bounds for the Zagreb indices of trees, based on the order of the tree and its metric dimension. Furthermore, we identify the trees that achieve these extremal bounds, offering valuable insights into how the metric dimension influences the behavior of the Zagreb indices in tree structures.