A spatiotemporal atlas of the human meninges during early-to-mid gestation identifies asynchronous layer development and transcriptomic features of meningeal cells and demonstrates that pial fibroblasts recruit several meningeal macrophages via CXCL12-CXCR4 signaling to regulate Cajal-Retzius cell development.