Impaired inhibitory synapse development is suggested to drive neuronal hyperactivity in autism spectrum disorders (ASD) and epilepsy. We propose a novel mechanism by which astrocytes control the development of parvalbumin (PV)-specific inhibitory synapses in the hippocampus, implicating ephrin-B/EphB signaling. Here, we utilize genetic approaches to assess functional and structural connectivity between PV and pyramidal cells (PC) through whole-cell patch-clamp electrophysiology, optogenetics, immunohistochemical analysis, and behaviors in male and female mice. While inhibitory synapse development is adversely affected by PV-specific expression of EphB2, a strong candidate ASD risk gene, astrocytic ephrin-B1 facilitates PV->PC connectivity through a mechanism involving EphB signaling in PV boutons. In contrast, the loss of astrocytic ephrin-B1 reduces PV->PC connectivity and inhibition, resulting in increased seizure susceptibility and an ASD-like phenotype. Our findings underscore the crucial role of astrocytes in regulating inhibitory circuit development and discover a new role for EphB2 receptors in PV-specific inhibitory synapse development.Significance Statement The findings presented in this study describe a novel mechanism by which astrocytes regulate the establishment of connections between parvalbumin interneurons and pyramidal neurons. We also present new evidence showing the role of presynaptic EphB2 in the formation of inhibitory synapses, specifically between PV-expressing interneurons and pyramidal neurons. Impaired inhibition is suggested to underlie the development of neuronal hyperactivity in several neurodevelopmental disorders (NDDs), and EphB2 receptor itself is also implicated in the pathogenesis of autism. Therefore, this study not only addresses critical gaps in our understanding, but also offers clinical relevance as EphB2 signaling in PV interneurons may be a promising therapeutic target to correct inhibitory circuit dysfunction in NDDs.