NEW DELHI—India and the U.S. said Friday that they want to step up joint military exercises and also work together to develop and manufacture weapons.

The two countries' declarations came after meetings in New Delhi between U.S. Defense Secretary Chuck Hagel and Indian Prime Minister Narendra Modi and other senior Indian officials.

Worried...