You need an embassy visa for Estonia if you have an Indian passport
Visa options for Estonia
Visitor visa
Travelers need a visa to visit Estonia for Business or Tourism. A paper or embassy visa is the only visa available for travelers visiting Estonia. The visa is typically a stamp or sticker added to the passport. Travelers must obtain this visa from a local embassy, consulate or visa center before traveling.