The static Coulomb potential of Quantum Electrodynamics is calculated in the presence of a strong magnetic field by computing perturbatively the vacuum expectation value of the corresponding Wilson loop in the lowest Landau level (LLL) approximation. In the LLL, two different regimes of dynamical mass, m dyn. , can be distinguished. These two regimes are |q 2 | ≪ m 2 dyn. ≪ |eB| and m 2 dyn. ≪ |q 2 | ≪ |eB|, where q is the longitudinal components of the momentum relative to the external magnetic field B. As it turns out, the potential in the first regime, |q 2 | ≪ m 2 dyn. ≪ |eB|, has the general form of a modfied Coulomb potential, where α is the fine structure constant and θ the angle between the particle-antiparticle axis and the external magnetic field. In the second regime, m 2 dyn. ≪ |q 2 | ≪ |eB|, however, the potential has the general form of a modified Yukawa potentialπ . The θ -dependence of V 1 and V 2 is a novel property, which was not observed before in the literature. As it turns out, in the regime |q 2 | ≪ m 2 dyn. ≪ |eB|, for strong enough magnetic field and depending on the angle θ , a qualitative change occurs in the Coulomb-like potential V 1 ; Whereas for θ = 0, π the potential is repulsive, it exhibits a minimum for angles θ ∈]0, π[.