Update: I was able to authenticate with postman. I changed client authentication setting in postman from send as basic auth header to send client credentials in body.
As said in this thread.
Now, I have to find a way to add this configuration in CodiMD 
@revant_one Thanks for the help!
Also, is there any way I can make the authorization work for send as basic auth header?
Please guide.