This incident comes just more than a week after separate reports showed migrants clashing with Mexican riot police along Mexico’s southern border.
About 50 migrants were able to push through and others threw rocks at police before officers deployed pepper spray to regain control.
At least one person was reportedly killed and six police officers were hurt.
Mexico offered members of the caravan long-term work last Friday if they agreed to apply for asylum in Mexico. While some are accepting that offer, others are determined to reach the United States.
Meanwhile, President Trump is calling on the migrants to go back, saying they will not be admitted into the U.S. unless they go through the legal process.
The president made the comment on Twitter Monday. He said many gang members and some very bad people are mixed into the caravan. The president went on to call the caravans an invasion of our country.