Cold-adapted (CA) microorganisms (= psychrophiles or psychrotolerants) are key players of many ecological interactions in natural ecosystems. Some of them can colonize the rhizosphere of plants and cause damage to their hosts; others, on the contrary, protect plants from their pathogens through direct and indirect mechanisms, thus promoting plant growth and development. These "protective" microbes are known as biocontrol agents (BCA). BCA either limit or inhibit the growth of plant pathogens, owing to the excretion of a panoply of secondary metabolites (including soluble and volatile antibiotics, siderophores, quorum sensing interfering agents). BCA can also control plant pathogens through indirect mechanisms, including competence for nutrients and space, or else by interfering with their chemical communication. That explains why some of these BCA have been included in the formulation of commercial biopesticides, which are environmentally friendly products containing live cells used to control plant diseases and pests. At present, the development of biopesticides from mesophilic microorganisms is an established technology. Unfortunately, these biopesticides are not active at low temperatures. On the other hand, the information concerning the potential use of CA-BCA for the same goal is at its infancy. Here, we review the current knowledge concerning the isolation, identification, and characterization of CA microbes which act as antagonists of plant pathogens, including the mechanisms they deploy to antagonize plant pathogens. We also illustrate their biotechnological potential to develop CA biopesticides and discuss their utility in the context of mountainous agriculture. KEY POINTS: • Many naturally occurring cold-active microbes antagonize plant pathogens. • The mechanisms of biocontrol exerted by these microbes are either direct or indirect. • Cold-active biocontrol agents can be used to develop biopesticides. • Cold-active biopesticides are crucial for sustainably intensifying agriculture in cold climates.