Stress field is a key parameter controlling the distribution of volcanism.
We provide a first-order plate-scale stress field in the volcanic Canary Islands.
We also develop a regional model with archipelago-scale structural discontinuities.
Methodology useful to define potential tectonic controls of future volcanism.
Plate/regional stresses can be essential information for volcanic hazard assessment.