There is some speculation that blockchain-dot-com’s wallet finally having upgraded to SegWit is the force behind the recent surge.
Several developers have speculated that they take up ~30% of the block space given the number of p2pkh transactions in the mempool, which might also explain why the mempool cleared for the first time in 2021 on June 2nd.