diff --git a/core/discov/internal/registry.go b/core/discov/internal/registry.go
index 9fcb5aabbde3..e1dce491d077 100644
--- a/core/discov/internal/registry.go
+++ b/core/discov/internal/registry.go
@@ -5,6 +5,7 @@ import (
 	"errors"
 	"fmt"
 	"io"
+	"slices"
 	"sort"
 	"strings"
 	"sync"
@@ -59,6 +60,17 @@ func (r *Registry) Monitor(endpoints []string, key string, l UpdateListener, exa
 	return c.monitor(key, l, exactMatch)
 }
 
+// Unmonitor cancel monitoring of given endpoints and keys, and remove the listener.
+func (r *Registry) Unmonitor(endpoints []string, key string, l UpdateListener) {
+	c, exists := r.getCluster(endpoints)
+	// if not exists, return.
+	if !exists {
+		return
+	}
+
+	c.unmonitor(key, l)
+}
+
 func (r *Registry) getCluster(endpoints []string) (c *cluster, exists bool) {
 	clusterKey := getClusterKey(endpoints)
 	r.lock.RLock()
@@ -273,6 +285,14 @@ func (c *cluster) monitor(key string, l UpdateListener, exactMatch bool) error {
 	return nil
 }
 
+func (c *cluster) unmonitor(key string, l UpdateListener) {
+	c.lock.Lock()
+	defer c.lock.Unlock()
+	c.listeners[key] = slices.DeleteFunc(c.listeners[key], func(listener UpdateListener) bool {
+		return l == listener
+	})
+}
+
 func (c *cluster) newClient() (EtcdClient, error) {
 	cli, err := NewClient(c.endpoints)
 	if err != nil {
diff --git a/core/discov/internal/registry_test.go b/core/discov/internal/registry_test.go
index bb9fd629b3bd..3c78a2b2d226 100644
--- a/core/discov/internal/registry_test.go
+++ b/core/discov/internal/registry_test.go
@@ -292,6 +292,31 @@ func TestRegistry_Monitor(t *testing.T) {
 	assert.Error(t, GetRegistry().Monitor(endpoints, "foo", new(mockListener), false))
 }
 
+func TestRegistry_Unmonitor(t *testing.T) {
+	svr, err := mockserver.StartMockServers(1)
+	assert.NoError(t, err)
+	svr.StartAt(0)
+
+	endpoints := []string{svr.Servers[0].Address}
+	GetRegistry().lock.Lock()
+	GetRegistry().clusters = map[string]*cluster{
+		getClusterKey(endpoints): {
+			listeners: map[string][]UpdateListener{},
+			values: map[string]map[string]string{
+				"foo": {
+					"bar": "baz",
+				},
+			},
+		},
+	}
+	GetRegistry().lock.Unlock()
+	l := new(mockListener)
+	assert.Error(t, GetRegistry().Monitor(endpoints, "foo", l, false))
+	assert.Equal(t, 1, len(GetRegistry().clusters[getClusterKey(endpoints)].listeners["foo"]))
+	GetRegistry().Unmonitor(endpoints, "foo", l)
+	assert.Equal(t, 0, len(GetRegistry().clusters[getClusterKey(endpoints)].listeners["foo"]))
+}
+
 type mockListener struct {
 }
 
diff --git a/core/discov/subscriber.go b/core/discov/subscriber.go
index 08f89a601ff7..cbf1c69ddf12 100644
--- a/core/discov/subscriber.go
+++ b/core/discov/subscriber.go
@@ -4,6 +4,7 @@ import (
 	"sync"
 	"sync/atomic"
 
+	"github.com/zeromicro/go-zero/core/collection"
 	"github.com/zeromicro/go-zero/core/discov/internal"
 	"github.com/zeromicro/go-zero/core/logx"
 	"github.com/zeromicro/go-zero/core/syncx"
@@ -16,6 +17,7 @@ type (
 	// A Subscriber is used to subscribe the given key on an etcd cluster.
 	Subscriber struct {
 		endpoints  []string
+		key        string
 		exclusive  bool
 		exactMatch bool
 		items      *container
@@ -52,6 +54,11 @@ func (s *Subscriber) Values() []string {
 	return s.items.getValues()
 }
 
+// Close s.
+func (s *Subscriber) Close() {
+	internal.GetRegistry().Unmonitor(s.endpoints, s.key, s.items)
+}
+
 // Exclusive means that key value can only be 1:1,
 // which means later added value will remove the keys associated with the same value previously.
 func Exclusive() SubOption {
@@ -83,7 +90,7 @@ func WithSubEtcdTLS(certFile, certKeyFile, caFile string, insecureSkipVerify boo
 
 type container struct {
 	exclusive bool
-	values    map[string][]string
+	values    map[string]*collection.Set
 	mapping   map[string]string
 	snapshot  atomic.Value
 	dirty     *syncx.AtomicBool
@@ -94,7 +101,7 @@ type container struct {
 func newContainer(exclusive bool) *container {
 	return &container{
 		exclusive: exclusive,
-		values:    make(map[string][]string),
+		values:    make(map[string]*collection.Set),
 		mapping:   make(map[string]string),
 		dirty:     syncx.ForAtomicBool(true),
 	}
@@ -116,15 +123,21 @@ func (c *container) addKv(key, value string) ([]string, bool) {
 	defer c.lock.Unlock()
 
 	c.dirty.Set(true)
-	keys := c.values[value]
+	if c.values[value] == nil {
+		c.values[value] = collection.NewSet()
+	}
+	keys := c.values[value].KeysStr()
 	previous := append([]string(nil), keys...)
 	early := len(keys) > 0
 	if c.exclusive && early {
 		for _, each := range keys {
 			c.doRemoveKey(each)
 		}
+		if c.values[value] == nil {
+			c.values[value] = collection.NewSet()
+		}
 	}
-	c.values[value] = append(c.values[value], key)
+	c.values[value].AddStr(key)
 	c.mapping[key] = value
 
 	if early {
@@ -147,18 +160,12 @@ func (c *container) doRemoveKey(key string) {
 	}
 
 	delete(c.mapping, key)
-	keys := c.values[server]
-	remain := keys[:0]
-
-	for _, k := range keys {
-		if k != key {
-			remain = append(remain, k)
-		}
+	if c.values[server] == nil {
+		return
 	}
+	c.values[server].Remove(key)
 
-	if len(remain) > 0 {
-		c.values[server] = remain
-	} else {
+	if c.values[server].Count() == 0 {
 		delete(c.values, server)
 	}
 }
diff --git a/zrpc/resolver/internal/discovbuilder.go b/zrpc/resolver/internal/discovbuilder.go
index ed377d138fa1..5a91ee73e40c 100644
--- a/zrpc/resolver/internal/discovbuilder.go
+++ b/zrpc/resolver/internal/discovbuilder.go
@@ -38,7 +38,7 @@ func (b *discovBuilder) Build(target resolver.Target, cc resolver.ClientConn, _
 	sub.AddListener(update)
 	update()
 
-	return &nopResolver{cc: cc}, nil
+	return &nopResolver{cc: cc, closeFunc: func() { sub.Close() }}, nil
 }
 
 func (b *discovBuilder) Scheme() string {
diff --git a/zrpc/resolver/internal/resolver.go b/zrpc/resolver/internal/resolver.go
index 7868eca8cecf..e04d65d875c0 100644
--- a/zrpc/resolver/internal/resolver.go
+++ b/zrpc/resolver/internal/resolver.go
@@ -37,10 +37,14 @@ func register() {
 }
 
 type nopResolver struct {
-	cc resolver.ClientConn
+	cc        resolver.ClientConn
+	closeFunc func()
 }
 
 func (r *nopResolver) Close() {
+	if r.closeFunc != nil {
+		r.closeFunc()
+	}
 }
 
 func (r *nopResolver) ResolveNow(_ resolver.ResolveNowOptions) {
diff --git a/zrpc/resolver/internal/resolver_test.go b/zrpc/resolver/internal/resolver_test.go
index 7dd10ee79d10..387997262bcb 100644
--- a/zrpc/resolver/internal/resolver_test.go
+++ b/zrpc/resolver/internal/resolver_test.go
@@ -18,6 +18,20 @@ func TestNopResolver(t *testing.T) {
 	})
 }
 
+func TestNopResolver_Close(t *testing.T) {
+	var isChanged bool
+	r := nopResolver{}
+	r.Close()
+	assert.False(t, isChanged)
+	r = nopResolver{
+		closeFunc: func() {
+			isChanged = true
+		},
+	}
+	r.Close()
+	assert.True(t, isChanged)
+}
+
 type mockedClientConn struct {
 	state resolver.State
 	err   error