Direct modelling technique is used to study stresses at the tip of a mode I crack where domain of the material microstructure is explicitly discretised and represented by finite elements. Two cases of internal (at crack faces) and external uniform loading are considered. A multiscale asymptotic model accounting for both the external boundaries and the non-singular stresses at the crack tip are used to analyse the numerical results. It is shown that the parameters (coefficients) of the expansion of the stress concentration at the crack tip can be recovered for both cases of loading from the simulated stress distribution ahead of the crack tip. Applicability of this technique is validated by recovering the parameters for a wider range of heterogeneous material properties