Combine the first 11 ingredients in a large bowl, stirring until well combined. Gently fold in crabmeat.
Place bread slices in a single layer on a baking sheet. Brush 1 side of the bread slices evenly with the olive oil. Broil 1 minute or until lightly browned. Serve with spread.