Responding to concerns, Environment Minister Jayanthi Natarajan said a commission should be set up with the job of checking "atrocities" against the rivers.
Both Lok Sabha and Rajya Sabha saw debates over the issue with members urging the government to save the lifeline of several states in North India.
Speaker Meira Kumar said a strong message should go to the people that government would take all possible steps to make the river pollution-free.
"We are making efforts to make that happen...We should have a commission to ensure that there is no atrocity against rivers," she said, adding that she would take the proposal to the Cabinet.
Earlier, raising the issue during Zero Hour, Leader of Opposition in the Lok Sabha Sushma Swaraj asked the government to take immediate and long-term measures as the life and livelihood of farmers and the people were being seriously affected.