A three-judge bench, headed by Chief Justice of India Ranjan Gogoi, said the court cannot have a fishing and roving inquiry.
"We don't feel necessary to order FIR or roving inquiry into Rafale deal case," the bench, comprising Justices SK Kaul and KM Joseph, said.
The review pleas, one by former Union Ministers Yashwant Sinha and Arun Shourie and advocate Prashant Bhushan, and the other by Aam Aadmi Party Rajya Sabha member Sanjay Singh, were filed on May 10.
On December 14 last year, the Apex Court had observed that there was no reason to doubt the decision-making process behind the Rafale jet deal, clearing the government, which has been repeatedly charged by the Congress with corruption in the Rs 59,000-crore contract.