Yes, you can eat anchovy during pregnancy. Anchovies are rich in vitamin B6, vitamin B12, and omega-3 fatty acids. Anchovies also provide a good source of calcium, phosphorus, iron, zinc, and selenium. Anchovies are a rich source of iodine, which is essential for thyroid hormone production.