Whether agent is liable for tax in case of transaction made by him on behalf of the principal

Yes. When an agent supplies or receives any taxable goods on behalf of the principal both agent and principal are jointly and severally liable in respect of tax payable on such goods.

(ICAI FAQ PUBLICATIONS 06-09-2017 Liability of agent and principal : FAQ NO. 3)