Melt butter in a small saucepan over low heat; stir in cocoa. Heat just until mixture begins to bubble, stirring constantly until smooth. Pour into a small mixing bowl. Cool completely. Beat in powdered sugar alternately with milk, beating to spreading consistency. Blend in vanilla. Makes about 2 cups of chocolate fudge frosting.