We have introduced Kartograf, a tool that offers an efficient algorithm for atom mappings based on their 3D coordinates. This algorithm is suitable for both small molecules and potentially large biomolecules. Kartograf also provides useful features like 3D-based mapping scores that could be further used in novel atom mapping scoring functions.