TMC workers also attacked the district Congress office in the town and vandalised it.
Police rushed in and controlled the situation at both places but noby was arrested.
Both parties blamed each other for the clash, which broke out when a Congress delegation went to the municipality to submit a memorandum. TMC workers stopped the Congress delegation outside the municipalty chairman Nilratan Adhya's chamber and the clash took place, police said.
The civic body, which was earlier considered a fiefdom of the party's West Bengal PCC president Adhir Chowdhury, was taken over by TMC following defections in September last year.
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TMC was doing one illegal work after another, he alleged and demanded the arrest of those involved in the clash.
He said all public amenities - water supply, roads and sanitation had been hit under TMC rule.
Adhya, also a TMC leader, said the Congress had "deliberately harassed" and had gone to the municipality to "attack" him.
The attack, he alleged was carried out by Chowdhury's people.
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