LOS ANGELES—Immigrants and their supporters held rallies in 50 cities across the country Saturday in the first large-scale mobilization of immigrant-rights forces since the election of Donald Trump.

Organizers representing civil-rights, faith-based and immigrant groups said they had mobilized thousands of people from New York and Miami to Los Angeles and Phoenix.

They...