Let H be a fixed undirected graph. A vertex coloring of an undirected input graph G is said to be an H-Free Coloring if none of the color classes contain H as an induced subgraph. The H-Free Chromatic Number of G is the minimum number of colors required for an H-Free Coloring of G. This problem is NP-complete and is expressible in monadic second order logic (MSOL). The MSOL formulation, together with Courcelle’s theorem implies linear time solvability on graphs with bounded tree-width. This approach yields an algorithm with running time f(∥ φ∥, t) · n, where ∥φ∥ is the length of the MSOL formula, t is the tree-width of the graph and n is the number of vertices of the graph. The dependency of f(∥φ∥, t) on ∥φ∥ can be as bad as a tower of exponentials. In this paper, we provide an explicit combinatorial FPT algorithm to compute the H-Free Chromatic Number of a given graph G, parameterized by the tree-width of G. The techniques are also used to provide an FPT algorithm when H is forbidden as a subgraph (not necessarily induced) in the color classes of G. © Springer Nature Switzerland AG 2019.