This paper describes the four year H2020 project MIND STEP. The overall objective of MIND STEP is to support public decision making in agricultural, rural, environmental and climate policies taking into account the behaviour of individual decision making units in agriculture and the rural society. The result of MIND STEP is a toolbox that includes new models based on individual decision making units (IDMs) and improved existing models.