Security officials said the 43 men and six women had been decapitated and had their hands cut off, making identification difficult.
They blamed the killings on a conflict between rival drugs gangs – a note left with the bodies said they had been killed by the Zetas cartel.
It is the latest in a series of recent massacres in northern Mexico.
The Zetas have been fighting the Gulf and Sinaloa cartels for control of smuggling routes into the US.
The bodies were found at 04:00 local time in Cadereyta municipality on the road from Monterrey to Reynosa on the US border.
Security officials said the bodies appeared to have been killed at another location up to two days ago and dumped from a truck.
“We know from the characteristics that this is the result of violence between criminal gangs, it is not an attack on the civilian population,” Nuevo Leon State security spokesman Jorge Domene said.
State prosecutor Adrian de la Garza said the fact that hands and heads had been cut off made it difficult to identify the victims, but he said it was possible they were Central American migrants.
The grim find comes just days after police discovered the dismembered, decapitated bodies of 18 people in two abandoned vehicles in western Mexico.
Earlier this month 23 dead bodies – 14 of them decapitated – were found in the border city of Nuevo Laredo, also in Nuevo Leon state.
Around 50,000 people have died in drug-related violence in Mexico since 2006, when President Felipe Calderon deployed the army to combat the cartels.
The latest killings show that, although many Mexicans felt the drug violence had been easing this year, the conflict is still claiming many lives, often in the most brutal circumstances.
Image source: Wikimedia Commons President-elect Donald Trump celebrated his election victory at the Ultimate Fighting…
Millions of voters across the US chose to return Donald Trump to the White House…
Donald Trump declares victory in the US election as he addresses jubilant supporters in Florida.…
Stocks around the world are rising as Donald Trump appears to be on the cusp…
Donald Trump has won Pennsylvania, North Carolina and Georgia and taken a lead over Kamala…
Quincy Jones, the celebrated musician and producer who worked with Michael Jackson, Frank Sinatra, Ray…