Here, we report the draft genome sequence of Pantoea agglomerans CPHN2, an endophyte isolated from nodules of Cicer arietinum (Chickpea) from Hisar, Haryana, India. The genome was 4,839,532 bp and exhibited a GC content of 55.2% and 4,508 genes with 4,468 coding sequences, 1 rRNA, 71 tRNAs, and 1 CRISPR.