MPs Derek O'Brien and Sudip Bandyopadhyay were among the protesters.
Earlier, TMC head and West Bengal Chief Minister Mamata Banerjee met President Pranab Mukherjee along with leaders of National Conference and a few other opposition parties seeking the withdrawl of the demonetisation move.