RSA is based on high computational complexity of integer factorization. In simple words you prepare two large prime numbers $p$ and $q$. These composed your private key which is used for decryption. The public key used for encryption is simply product $m = pq$. If you were able to fatorizefactorize public key, you would get private key and break the cypher. Since for large $p$ and $q$ this taks is very difficult as factorization of integers is exponentially complex on classical computers, it is not possible to break RSA in reasonable time.
There is so-called ShorShor's algorithm which is able to factorize an integer to primes in polynomial time on quantum computers insted of exponential time as is the case for classical algorithms. However, current quantum computers can run ShorShor's algorithm for numbers like 21 or 35. This means the algorithm is useless for breaking RSA. Recently, so-called Variational Quantum Factoring appeared. This algorithm converts integer factorization to binary optimization task which can be solved even on single purpose quantum annealers. The VQF is able to factorize numbers in order of ten thousand which is still very low for breaking RSA.
Overall, quantum computers can increase speed of integer factorization rapidly (the speed-up is exponential) and help to break RSA. But nowadays, quantum computers are too noisy and have too low number offew qubits to do so.