diff --git a/pkg/promclient/label.go b/pkg/promclient/label.go
index abc394794..3b650464a 100644
--- a/pkg/promclient/label.go
+++ b/pkg/promclient/label.go
@@ -59,24 +59,31 @@ func (c *AddLabelClient) Key() model.LabelSet {
 
 func (c *AddLabelClient) filterMatchers(matchers []string) ([]string, bool, error) {
 	ret := make([]string, 0, len(matchers))
-	for i, matcher := range matchers {
+	for _, matcher := range matchers {
 		selectors, err := parser.ParseMetricSelector(matcher)
 		if err != nil {
 			return nil, true, err
 		}
 
+		filteredSelectors := make([]*labels.Matcher, 0, len(selectors))
+
 		// If the selector matches our value -- remove the selector
 		// if the selector doesn't match, return empty
-		for sI, s := range selectors {
+		for _, s := range selectors {
 			if v, ok := c.Labels[model.LabelName(s.Name)]; ok {
-				if s.Matches(string(v)) {
-					selectors = append(selectors[:sI], selectors[i+1:]...)
-				} else {
+				// If the selector doesn't match the labels from our client; we don't match
+				if !s.Matches(string(v)) {
 					return nil, false, nil
 				}
+			} else { // Otherwise if the selector isn't part of the `Labels` we add; we pass it along
+				filteredSelectors = append(filteredSelectors, s)
 			}
 		}
-		newMatcher, err := promhttputil.MatcherToString(selectors)
+		// If the selector is cleared -- then we skip it in the return
+		if len(filteredSelectors) == 0 {
+			continue
+		}
+		newMatcher, err := promhttputil.MatcherToString(filteredSelectors)
 		if err != nil {
 			return nil, false, err
 		}
@@ -87,6 +94,14 @@ func (c *AddLabelClient) filterMatchers(matchers []string) ([]string, bool, erro
 
 // LabelNames returns all the unique label names present in the block in sorted order.
 func (c *AddLabelClient) LabelNames(ctx context.Context, matchers []string, startTime time.Time, endTime time.Time) ([]string, v1.Warnings, error) {
+	matchers, ok, err := c.filterMatchers(matchers)
+	if err != nil {
+		return nil, nil, err
+	}
+	if !ok {
+		return nil, nil, nil
+	}
+
 	l, w, err := c.API.LabelNames(ctx, matchers, startTime, endTime)
 	if err != nil {
 		return nil, nil, err
diff --git a/pkg/promclient/label_test.go b/pkg/promclient/label_test.go
index 9f97ff11a..6e3cd34a6 100644
--- a/pkg/promclient/label_test.go
+++ b/pkg/promclient/label_test.go
@@ -98,7 +98,36 @@ type labelStubAPI struct {
 }
 
 func (a *labelStubAPI) LabelNames(ctx context.Context, matchers []string, startTime time.Time, endTime time.Time) ([]string, v1.Warnings, error) {
-	return nil, nil, fmt.Errorf("not implemented")
+	series := append([]model.LabelSet{}, a.series...)
+	for _, m := range matchers {
+		selectors, err := parser.ParseMetricSelector(m)
+		if err != nil {
+			return nil, nil, err
+		}
+		for _, selector := range selectors {
+			for i, s := range series {
+				v, ok := s[model.LabelName(selector.Name)]
+				if !ok || !selector.Matches(string(v)) {
+					series = append(series[:i], series[i+1:]...)
+				}
+			}
+		}
+	}
+
+	names := make(map[string]struct{})
+	for _, s := range series {
+		for k := range s {
+			if strings.HasPrefix(string(k), model.ReservedLabelPrefix) {
+				continue
+			}
+			names[string(k)] = struct{}{}
+		}
+	}
+	ret := make([]string, 0, len(names))
+	for k := range names {
+		ret = append(ret, k)
+	}
+	return ret, nil, nil
 }
 
 func (a *labelStubAPI) LabelValues(ctx context.Context, label string, matchers []string, startTime time.Time, endTime time.Time) (model.LabelValues, v1.Warnings, error) {
@@ -171,16 +200,37 @@ func TestAddLabelClient(t *testing.T) {
 		err         bool
 		matchers    []string
 		labelValues []string
+		labelNames  []string
 	}{
 		{
 			labelSet:    model.LabelSet{"b": "1"},
 			labelValues: []string{"1"},
+			labelNames:  []string{"a", "b"},
 		},
 		{
 			labelSet:    model.LabelSet{"b": "1"},
 			labelValues: []string{"1"},
+			labelNames:  []string{"a", "b"},
 			matchers:    []string{`{b="1"}`},
 		},
+		{
+			labelSet:    model.LabelSet{"b": "1", "c": "1"},
+			labelValues: []string{"1"},
+			labelNames:  []string{"a", "b", "c"},
+			matchers:    []string{`{b="1", c="1"}`},
+		},
+		{
+			labelSet:    model.LabelSet{"b": "1", "c": "1", "d": "1"},
+			labelValues: []string{"1"},
+			labelNames:  []string{"a", "b", "c", "d"},
+			matchers:    []string{`{b="1", c="1"}`},
+		},
+		{
+			labelSet:    model.LabelSet{"b": "1", "c": "1", "d": "1"},
+			labelValues: []string{"1"},
+			labelNames:  []string{"a", "b", "c", "d"},
+			matchers:    []string{`{a="1", b="1", c="1"}`},
+		},
 	}
 
 	for i, test := range tests {
@@ -207,6 +257,29 @@ func TestAddLabelClient(t *testing.T) {
 					}
 				}
 			})
+
+			t.Run("LabelValues", func(t *testing.T) {
+				v, _, err := a.LabelNames(context.TODO(), test.matchers, time.Time{}, time.Time{})
+				if err != nil != test.err {
+					if test.err {
+						t.Fatalf("missing expected err")
+					} else {
+						t.Fatalf("Unexpected Err: %v", err)
+					}
+				}
+				if err == nil {
+					if len(v) != len(test.labelNames) {
+						t.Fatalf("mismatch in len: \nexpected=%v\nactual=%v", test.labelNames, v)
+					}
+
+					for i, actualV := range v {
+						if actualV != test.labelNames[i] {
+							t.Fatalf("mismatch in value: \nexpected=%v\nactual=%v", test.labelNames, v)
+						}
+					}
+				}
+			})
+
 		})
 	}
 }