The incident happened hours before the cricketers were to play against Hyderabad on the final day of their Ranji Trophy Group C match, which ended in a draw later.
Team all-rounder Samiullah Beigh narrated the incident on his Facebook page.
"Cudnt sleep whole night....Police came to search our hotel at midnight and questioned us for hours at 1:15am in the night," Beigh wrote.
Rajesh Kumar, the Inspector General of Jammu Police, said acting on a tp off, they searched all Jammu hotels and the Ranji team was not targetted "specifically".
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"We searched most of the hotels in Jammu...A routine check-up. We did not have the prior information that the Ranji team is staying in the hotel. Police was not aware of the fact that they are the members of the Ranji team. So it is possible they must have been questioned," Kumar sais.
"whether deliberate harassment or routine check up, surely this isnt d way to treat bunch of guys with national and international repute, especially when u r playing the most important match of the jk cricket history," he wrote.