Circadian rhythms in mammals are governed by the hypothalamic suprachiasmatic nucleus (SCN), in which 20,000 clock cells are connected together into a powerful time-keeping network. In the absence of network-level cellular interactions, the SCN fails as a clock. The topology and specific roles of its distinct cell populations (nodes) that direct network functions are, however, not understood. To characterise its component cells and network structure, we conducted single-cell sequencing of SCN organotypic slices and identified eleven distinct neuronal sub-populations across circadian day and night. We defined neuropeptidergic signalling axes between these nodes, and built neuropeptide-specific network topologies. This revealed their temporal plasticity, being up-regulated in circadian day. Through intersectional genetics and real-time imaging, we interrogated the contribution of the Prok2-ProkR2 neuropeptidergic axis to network-wide time-keeping. We showed that Prok2-ProkR2 signalling acts as a key regulator of SCN period and rhythmicity and contributes to defining the network-level properties that underpin robust circadian co-ordination. These results highlight the diverse and distinct contributions of neuropeptide-modulated communication of temporal information across the SCN.