More than 2,300 police, many wearing hazmat suits, were deployed to secure the embassy, the nearby presidential palace and the United Nations mission.
Indonesia, the world's most populous Muslim-majority nation, does not have formal diplomatic relations with Israel and has long been a strong supporter of Palestinians.
Indonesian President Joko Widodo has condemned the deadly Israeli airstrikes on the blockaded Gaza Strip.
A cease-fire took effect last week.
