We consider infinite weighted graphs G, i.e., sets of vertices V , and edges E assumed countable infinite. An assignment of weights is a positive symmetric function c on E (the edge-set), conductance. From this, one naturally defines a reversible Markov process, and a corresponding Laplace operator acting on functions on V , voltage distributions. The harmonic functions are of special importance. We establish explicit boundary representations for the harmonic functions on G of finite energy.We compute a resistance metric d from a given conductance function. (The resistance distance d (x, y) between two vertices x and y is the voltage drop from x to y, which is induced by the given assignment of resistors when 1 amp is inserted at the vertex x, and then extracted again at y.)We study the class of models where this resistance metric is bounded. We show that then the finite-energy functions form an algebra of 1 2 -Lipschitz-continuous and bounded functions on V , relative to the metric d. We further show that , in this case, the metric completion M of (V, d) is automatically compact, and that the vertex-set V is open in M . We obtain a Poisson boundary-representation for the harmonic functions of finite energy, and an interpolation formula for every function on V of finite energy.We further compare M to other compactifications; e.g., to certain path-space models.