diff --git a/match.go b/match.go
index 085d294..48b0f2a 100644
--- a/match.go
+++ b/match.go
@@ -67,7 +67,14 @@
 }
 
 func (f *matchKeyFn) call(node interface{}, ctx *queryContext) {
-	if tree, ok := node.(*TomlTree); ok {
+	if array, ok := node.([]*TomlTree); ok {
+		for _, tree := range array {
+			item := tree.values[f.Name]
+			if item != nil {
+				f.next.call(item, ctx)
+			}
+		}
+	} else if tree, ok := node.(*TomlTree); ok {
 		item := tree.values[f.Name]
 		if item != nil {
 			f.next.call(item, ctx)
diff --git a/parser_test.go b/parser_test.go
index d21604a..710a922 100644
--- a/parser_test.go
+++ b/parser_test.go
@@ -542,6 +542,28 @@
 	})
 }
 
+func TestParseKeyGroupArrayQueryExample(t *testing.T) {
+	tree, err := Load(`
+      [[book]]
+      title = "The Stand"
+      author = "Stephen King"
+      [[book]]
+      title = "For Whom the Bell Tolls"
+      author = "Ernest Hemmingway"
+      [[book]]
+      title = "Neuromancer"
+      author = "William Gibson"
+    `)
+
+	assertTree(t, tree, err, map[string]interface{}{
+		"book": []map[string]interface{}{
+			{"title": "The Stand", "author": "Stephen King"},
+			{"title": "For Whom the Bell Tolls", "author": "Ernest Hemmingway"},
+			{"title": "Neuromancer", "author": "William Gibson"},
+		},
+	})
+}
+
 func TestParseKeyGroupArraySpec(t *testing.T) {
 	tree, err := Load("[[fruit]]\n name=\"apple\"\n [fruit.physical]\n color=\"red\"\n shape=\"round\"\n [[fruit]]\n name=\"banana\"")
 	assertTree(t, tree, err, map[string]interface{}{
diff --git a/query.go b/query.go
index 597f4ff..e255bbe 100644
--- a/query.go
+++ b/query.go
@@ -29,7 +29,16 @@
 // Set of values within a QueryResult.  The order of values is not guaranteed
 // to be in document order, and may be different each time a query is executed.
 func (r *QueryResult) Values() []interface{} {
-	return r.items
+	values := make([]interface{}, len(r.items))
+	for i, v := range r.items {
+		o, ok := v.(*tomlValue)
+		if ok {
+			values[i] = o.value
+		} else {
+			values[i] = v
+		}
+	}
+	return values
 }
 
 // Set of positions for values within a QueryResult.  Each index in Positions()
diff --git a/query_test.go b/query_test.go
new file mode 100644
index 0000000..81818ba
--- /dev/null
+++ b/query_test.go
@@ -0,0 +1,59 @@
+package toml
+
+import (
+	"testing"
+)
+
+func assertArrayContainsInAnyOrder(t *testing.T, array []interface{}, objects ...interface{}) {
+	if (len(array) != len(objects)) {
+		t.Fatalf("array contains %d objects but %d are expected", len(array), len(objects))
+	}
+
+	for _, o := range objects {
+		found := false
+		for _, a := range array {
+			if a == o {
+				found = true
+				break
+			}
+		}
+		if !found {
+			t.Fatal(o, "not found in array", array)
+		}
+	}
+}
+
+func TestQueryExample(t *testing.T)  {
+	config, _ := Load(`
+      [[book]]
+      title = "The Stand"
+      author = "Stephen King"
+      [[book]]
+      title = "For Whom the Bell Tolls"
+      author = "Ernest Hemmingway"
+      [[book]]
+      title = "Neuromancer"
+      author = "William Gibson"
+    `)
+
+	authors, _ := config.Query("$.book.author")
+	names := authors.Values()
+	if len(names) != 3 {
+		t.Fatalf("query should return 3 names but returned %d", len(names))
+	}
+	assertArrayContainsInAnyOrder(t, names, "Stephen King", "Ernest Hemmingway", "William Gibson")
+}
+
+func TestQueryReadmeExample(t *testing.T) {
+	config, _ := Load(`
+[postgres]
+user = "pelletier"
+password = "mypassword"
+`)
+	results, _ := config.Query("$..[user,password]")
+	values := results.Values()
+	if len(values) != 2 {
+		t.Fatalf("query should return 2 values but returned %d", len(values))
+	}
+	assertArrayContainsInAnyOrder(t, values, "pelletier", "mypassword")
+}