The tight grid of security was set up in Delhi following the untoward incidents and violence that erupted between the police and farmers during Republic Day.
Earlier, the farmers had also planned to march towards Parliament, which has now been canceled and the peasants said that they would hold a nationwide hunger strike on January 30.
However, the rally had eventually stirred up the clashes and violence with Delhi police lathi-charging the farmers to disperse them from entering Central Delhi.
A senior leader of the protesting unions said, "We welcome the court's order to stay the implementation of the farm laws, but we want a complete repeal of these laws".
The apex court bench headed by Chief Justice of India S A Bobde had expressed its disapproval that the Center had brought the laws without proper consultation.
The farmer unions on Friday had warned that they will shut down all malls and petrol pumps in Haryana if the government fails to meet their demands of abrogating three farm laws in the next round of talks.
The union said that it wants to meet the Union Agriculture Minister to inform him that the ongoing protests in Delhi by the unions from Punjab and Haryana do not represent farmers of all India.