Mitochondria play a crucial role in the regulation of cellular metabolism and signalling. Mitochondrial activity is modulated by the processes of mitochondrial fission and fusion, which are required to properly balance respiratory and metabolic functions, transfer material between mitochondria, and remove damaged or defective mitochondria. Mitochondrial fission occurs at sites of contact between the endoplasmic reticulum (ER) and mitochondria, and is dependent on the formation of mitochondria- and ER-associated actin filaments that drive the recruitment and activation of the fission GTPase DRP1. On the other hand, the role of mitochondria- and ER-associated actin filaments in mitochondrial fusion remains unknown. Here we show that preventing the formation of actin filaments on either mitochondria or the ER using organelle-targeted Disassembly-promoting, encodable Actin tools (DeActs) blocks both mitochondrial fission and fusion. We show that fusion but not fission is dependent on Arp2/3, and both fission and fusion are dependent on INF2 formin-dependent actin polymerization. Together, our work introduces a novel method for perturbing organelle-associated actin filaments, and demonstrates a previously unknown role for mitochondria- and ER-associated actin in mitochondrial fusion.