MimbleWimble (MW) was a Bitcoin ($BTC) improvement proposal made to achieve transaction privacy. Nevertheless, it was rejected by the community as it required significant changes to the protocol.   Benefits of MW include:
The shortcomings of MW include:
Other privacy maintaining techniques, particularly Zcash's ($ZEC) shielded transactions and Monero's ($XMR) Ring Confidential Transactions and stealth addresses achieve significantly better privacy.