From A Wiki of Ice and Fire
Mudgrave is a market town held by House Blackwood in the riverlands.
A Dance with Dragons
Mudgrave is disputed between House Bracken and House Blackwood. Lord Jonos Bracken unsuccessfully asks Ser Jaime Lannister for Mudgrave for subduing Lord Tytos Blackwood.