diff --git a/internal/proto/milvus.proto b/internal/proto/milvus.proto
index 98f082aa6c..846aa9bcb4 100644
--- a/internal/proto/milvus.proto
+++ b/internal/proto/milvus.proto
@@ -337,6 +337,8 @@ message ShowCollectionsResponse {
   repeated uint64 created_utc_timestamps = 5;
   // Load percentage on querynode when type is InMemory
   repeated int64 inMemory_percentages = 6;
+  // Indicate whether query service is available
+  repeated bool query_service_available = 7;
 }
 
 /*
diff --git a/internal/proto/milvuspb/milvus.pb.go b/internal/proto/milvuspb/milvus.pb.go
index 97ea840186..10d6f7b93d 100644
--- a/internal/proto/milvuspb/milvus.pb.go
+++ b/internal/proto/milvuspb/milvus.pb.go
@@ -1149,10 +1149,12 @@ type ShowCollectionsResponse struct {
 	// The utc timestamp calculated by created_timestamp
 	CreatedUtcTimestamps []uint64 `protobuf:"varint,5,rep,packed,name=created_utc_timestamps,json=createdUtcTimestamps,proto3" json:"created_utc_timestamps,omitempty"`
 	// Load percentage on querynode when type is InMemory
-	InMemoryPercentages  []int64  `protobuf:"varint,6,rep,packed,name=inMemory_percentages,json=inMemoryPercentages,proto3" json:"inMemory_percentages,omitempty"`
-	XXX_NoUnkeyedLiteral struct{} `json:"-"`
-	XXX_unrecognized     []byte   `json:"-"`
-	XXX_sizecache        int32    `json:"-"`
+	InMemoryPercentages []int64 `protobuf:"varint,6,rep,packed,name=inMemory_percentages,json=inMemoryPercentages,proto3" json:"inMemory_percentages,omitempty"`
+	// Indicate whether query service is available
+	QueryServiceAvailable []bool   `protobuf:"varint,7,rep,packed,name=query_service_available,json=queryServiceAvailable,proto3" json:"query_service_available,omitempty"`
+	XXX_NoUnkeyedLiteral  struct{} `json:"-"`
+	XXX_unrecognized      []byte   `json:"-"`
+	XXX_sizecache         int32    `json:"-"`
 }
 
 func (m *ShowCollectionsResponse) Reset()         { *m = ShowCollectionsResponse{} }
@@ -1222,6 +1224,13 @@ func (m *ShowCollectionsResponse) GetInMemoryPercentages() []int64 {
 	return nil
 }
 
+func (m *ShowCollectionsResponse) GetQueryServiceAvailable() []bool {
+	if m != nil {
+		return m.QueryServiceAvailable
+	}
+	return nil
+}
+
 //
 // Create partition in created collection.
 type CreatePartitionRequest struct {
@@ -7116,331 +7125,333 @@ func init() {
 func init() { proto.RegisterFile("milvus.proto", fileDescriptor_02345ba45cc0e303) }
 
 var fileDescriptor_02345ba45cc0e303 = []byte{
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+	0x28, 0xc4, 0x6e, 0xd8, 0x62, 0x00, 0x00,
 }
 
 // Reference imports to suppress errors if they are not otherwise used.
diff --git a/internal/proto/query_coord.proto b/internal/proto/query_coord.proto
index 47d42ea7eb..72f15ae66a 100644
--- a/internal/proto/query_coord.proto
+++ b/internal/proto/query_coord.proto
@@ -68,6 +68,7 @@ message ShowCollectionsResponse {
   common.Status status = 1;
   repeated int64 collectionIDs = 2;
   repeated int64 inMemory_percentages = 3;
+  repeated bool query_service_available = 4;
 }
 
 message ShowPartitionsRequest {
diff --git a/internal/proto/querypb/query_coord.pb.go b/internal/proto/querypb/query_coord.pb.go
index 483d5c6b36..769ec9803a 100644
--- a/internal/proto/querypb/query_coord.pb.go
+++ b/internal/proto/querypb/query_coord.pb.go
@@ -220,12 +220,13 @@ func (m *ShowCollectionsRequest) GetCollectionIDs() []int64 {
 }
 
 type ShowCollectionsResponse struct {
-	Status               *commonpb.Status `protobuf:"bytes,1,opt,name=status,proto3" json:"status,omitempty"`
-	CollectionIDs        []int64          `protobuf:"varint,2,rep,packed,name=collectionIDs,proto3" json:"collectionIDs,omitempty"`
-	InMemoryPercentages  []int64          `protobuf:"varint,3,rep,packed,name=inMemory_percentages,json=inMemoryPercentages,proto3" json:"inMemory_percentages,omitempty"`
-	XXX_NoUnkeyedLiteral struct{}         `json:"-"`
-	XXX_unrecognized     []byte           `json:"-"`
-	XXX_sizecache        int32            `json:"-"`
+	Status                *commonpb.Status `protobuf:"bytes,1,opt,name=status,proto3" json:"status,omitempty"`
+	CollectionIDs         []int64          `protobuf:"varint,2,rep,packed,name=collectionIDs,proto3" json:"collectionIDs,omitempty"`
+	InMemoryPercentages   []int64          `protobuf:"varint,3,rep,packed,name=inMemory_percentages,json=inMemoryPercentages,proto3" json:"inMemory_percentages,omitempty"`
+	QueryServiceAvailable []bool           `protobuf:"varint,4,rep,packed,name=query_service_available,json=queryServiceAvailable,proto3" json:"query_service_available,omitempty"`
+	XXX_NoUnkeyedLiteral  struct{}         `json:"-"`
+	XXX_unrecognized      []byte           `json:"-"`
+	XXX_sizecache         int32            `json:"-"`
 }
 
 func (m *ShowCollectionsResponse) Reset()         { *m = ShowCollectionsResponse{} }
@@ -274,6 +275,13 @@ func (m *ShowCollectionsResponse) GetInMemoryPercentages() []int64 {
 	return nil
 }
 
+func (m *ShowCollectionsResponse) GetQueryServiceAvailable() []bool {
+	if m != nil {
+		return m.QueryServiceAvailable
+	}
+	return nil
+}
+
 type ShowPartitionsRequest struct {
 	Base                 *commonpb.MsgBase `protobuf:"bytes,1,opt,name=base,proto3" json:"base,omitempty"`
 	DbID                 int64             `protobuf:"varint,2,opt,name=dbID,proto3" json:"dbID,omitempty"`
@@ -2771,184 +2779,186 @@ func init() {
 func init() { proto.RegisterFile("query_coord.proto", fileDescriptor_aab7cc9a69ed26e8) }
 
 var fileDescriptor_aab7cc9a69ed26e8 = []byte{
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+	0xa1, 0xff, 0xb4, 0xf7, 0x42, 0x6d, 0x09, 0x7d, 0x17, 0xce, 0xcd, 0xfc, 0x1f, 0x80, 0xbe, 0x90,
+	0xdf, 0x82, 0xe7, 0xff, 0x46, 0x70, 0x12, 0x86, 0x87, 0x59, 0x6f, 0x28, 0xa6, 0x7e, 0xe6, 0x7f,
+	0x92, 0xf9, 0xa9, 0x4f, 0x1c, 0xff, 0x34, 0xea, 0x4f, 0x8d, 0x61, 0xc2, 0xdc, 0x26, 0xdb, 0x39,
+	0xbc, 0x91, 0x87, 0xa2, 0xf0, 0x27, 0x85, 0xfe, 0xe6, 0xbc, 0xcb, 0x93, 0xd6, 0x95, 0x7e, 0x07,
+	0xcf, 0x17, 0x5a, 0xee, 0xdb, 0x7d, 0xbe, 0x75, 0xe5, 0x3f, 0xab, 0x6b, 0x4b, 0xe8, 0x7e, 0x2a,
+	0x1a, 0xa2, 0x57, 0x8b, 0x94, 0x93, 0xbe, 0x4f, 0x38, 0x49, 0x6e, 0x06, 0xc0, 0x2e, 0x8e, 0xee,
+	0xe1, 0x28, 0x74, 0x2c, 0x92, 0x3d, 0x54, 0x0c, 0xa6, 0x0b, 0xe4, 0xa1, 0xaf, 0x9d, 0xb8, 0x2e,
+	0x26, 0x7b, 0x08, 0xcd, 0x5d, 0x1c, 0x89, 0xfb, 0x1e, 0x82, 0x0a, 0x77, 0xca, 0x15, 0x12, 0xc5,
+	0xfa, 0xc9, 0x0b, 0x93, 0x11, 0x25, 0xf3, 0x2c, 0x8f, 0x0a, 0x65, 0x3b, 0xfb, 0xb3, 0x40, 0x7e,
+	0x44, 0x29, 0x78, 0xe7, 0xd7, 0x96, 0xb6, 0xfe, 0x0d, 0xd0, 0x60, 0x29, 0x82, 0xa6, 0x9e, 0xff,
+	0x65, 0x88, 0x67, 0x90, 0x21, 0xde, 0x87, 0x6e, 0xe6, 0x49, 0x3f, 0x5f, 0x9f, 0xf9, 0xef, 0xfe,
+	0x27, 0x99, 0xfc, 0x10, 0xd0, 0xec, 0x5b, 0x73, 0x7e, 0xa8, 0x28, 0x7c, 0x93, 0x3e, 0x09, 0xc7,
+	0x7b, 0xfc, 0x47, 0x89, 0xb8, 0x7a, 0x7d, 0xad, 0xc8, 0x5b, 0x33, 0x97, 0x91, 0x9f, 0x7f, 0x20,
+	0x7d, 0xf6, 0x89, 0xe6, 0x7d, 0xe8, 0x66, 0x5e, 0x60, 0xf2, 0xb5, 0x9b, 0xff, 0x4c, 0x73, 0xd2,
+	0xe9, 0x9f, 0x61, 0x44, 0xb6, 0x61, 0x25, 0xe7, 0x42, 0x1e, 0xe5, 0x66, 0x91, 0xe2, 0x9b, 0xfb,
+	0x93, 0x18, 0x1a, 0x40, 0x8d, 0x3f, 0xce, 0xa0, 0x97, 0xf3, 0x3b, 0x86, 0xc4, 0xc3, 0x4d, 0xff,
+	0xa4, 0xe7, 0x1d, 0x32, 0x71, 0x23, 0x7e, 0x68, 0x95, 0x85, 0x30, 0x94, 0xfb, 0x4c, 0x97, 0x7c,
+	0x53, 0xe9, 0x9f, 0xfc, 0x8c, 0x22, 0x0f, 0x7d, 0xd6, 0xb9, 0xe4, 0xd6, 0x97, 0x1e, 0x6e, 0x8d,
+	0x9c, 0xe8, 0x68, 0x32, 0xa4, 0x42, 0xba, 0xc6, 0x57, 0xbe, 0xe1, 0x04, 0xe2, 0xeb, 0x9a, 0x24,
+	0xed, 0x1a, 0x3b, 0xe9, 0x1a, 0xe3, 0x65, 0x3c, 0x1c, 0xd6, 0xd8, 0xf0, 0xc6, 0x7f, 0x02, 0x00,
+	0x00, 0xff, 0xff, 0xc0, 0x04, 0x16, 0x97, 0x26, 0x2f, 0x00, 0x00,
 }
 
 // Reference imports to suppress errors if they are not otherwise used.
diff --git a/internal/proxy/task.go b/internal/proxy/task.go
index 5800f740f3..e08cde9a6b 100644
--- a/internal/proxy/task.go
+++ b/internal/proxy/task.go
@@ -1308,12 +1308,13 @@ func (sct *showCollectionsTask) Execute(ctx context.Context) error {
 		}
 
 		sct.result = &milvuspb.ShowCollectionsResponse{
-			Status:               resp.Status,
-			CollectionNames:      make([]string, 0, len(resp.CollectionIDs)),
-			CollectionIds:        make([]int64, 0, len(resp.CollectionIDs)),
-			CreatedTimestamps:    make([]uint64, 0, len(resp.CollectionIDs)),
-			CreatedUtcTimestamps: make([]uint64, 0, len(resp.CollectionIDs)),
-			InMemoryPercentages:  make([]int64, 0, len(resp.CollectionIDs)),
+			Status:                resp.Status,
+			CollectionNames:       make([]string, 0, len(resp.CollectionIDs)),
+			CollectionIds:         make([]int64, 0, len(resp.CollectionIDs)),
+			CreatedTimestamps:     make([]uint64, 0, len(resp.CollectionIDs)),
+			CreatedUtcTimestamps:  make([]uint64, 0, len(resp.CollectionIDs)),
+			InMemoryPercentages:   make([]int64, 0, len(resp.CollectionIDs)),
+			QueryServiceAvailable: make([]bool, 0, len(resp.CollectionIDs)),
 		}
 
 		for offset, id := range resp.CollectionIDs {
@@ -1334,6 +1335,7 @@ func (sct *showCollectionsTask) Execute(ctx context.Context) error {
 			sct.result.CreatedTimestamps = append(sct.result.CreatedTimestamps, collectionInfo.createdTimestamp)
 			sct.result.CreatedUtcTimestamps = append(sct.result.CreatedUtcTimestamps, collectionInfo.createdUtcTimestamp)
 			sct.result.InMemoryPercentages = append(sct.result.InMemoryPercentages, resp.InMemoryPercentages[offset])
+			sct.result.QueryServiceAvailable = append(sct.result.QueryServiceAvailable, resp.QueryServiceAvailable[offset])
 		}
 	} else {
 		sct.result = respFromRootCoord
diff --git a/internal/querycoord/impl.go b/internal/querycoord/impl.go
index 26e69faa27..dd1ed6d33f 100644
--- a/internal/querycoord/impl.go
+++ b/internal/querycoord/impl.go
@@ -88,6 +88,51 @@ func (qc *QueryCoord) GetStatisticsChannel(ctx context.Context) (*milvuspb.Strin
 	}, nil
 }
 
+// checkAnyReplicaAvailable checks if the collection has enough distinct available shards. These shards
+// may come from different replica group. We only need these shards to form a replica that serves query
+// requests.
+func (qc *QueryCoord) checkAnyReplicaAvailable(collectionID UniqueID) bool {
+	replicas, _ := qc.meta.getReplicasByCollectionID(collectionID)
+	shardNames := qc.meta.getDmChannelNamesByCollectionID(collectionID)
+	shardNodes := getShardNodes(collectionID, qc.meta)
+	availableShards := make(map[string]struct{}, len(shardNames))
+	for _, replica := range replicas {
+		for _, shard := range replica.ShardReplicas {
+			if _, ok := availableShards[shard.DmChannelName]; ok {
+				continue
+			}
+			// check leader
+			isShardAvailable, err := qc.cluster.IsOnline(shard.LeaderID)
+			if err != nil || !isShardAvailable {
+				log.Warn("shard leader is unavailable",
+					zap.Int64("collectionID", replica.CollectionID),
+					zap.Int64("replicaID", replica.ReplicaID),
+					zap.String("DmChannel", shard.DmChannelName),
+					zap.Int64("shardLeaderID", shard.LeaderID),
+					zap.Error(err))
+				continue
+			}
+			// check other nodes
+			nodes := shardNodes[shard.DmChannelName]
+			for _, nodeID := range replica.NodeIds {
+				if _, ok := nodes[nodeID]; ok {
+					if ok, err := qc.cluster.IsOnline(nodeID); err != nil || !ok {
+						isShardAvailable = false
+						break
+					}
+				}
+			}
+			// set if available
+			if isShardAvailable {
+				availableShards[shard.DmChannelName] = struct{}{}
+			}
+		}
+	}
+
+	// check if there are enough available distinct shards
+	return len(availableShards) == len(shardNames)
+}
+
 // ShowCollections return all the collections that have been loaded
 func (qc *QueryCoord) ShowCollections(ctx context.Context, req *querypb.ShowCollectionsRequest) (*querypb.ShowCollectionsResponse, error) {
 	log.Info("show collection start",
@@ -106,54 +151,56 @@ func (qc *QueryCoord) ShowCollections(ctx context.Context, req *querypb.ShowColl
 			Status: status,
 		}, nil
 	}
+	// parse meta
 	collectionInfos := qc.meta.showCollections()
-	ID2collectionInfo := make(map[UniqueID]*querypb.CollectionInfo)
-	inMemoryCollectionIDs := make([]UniqueID, 0)
+	collectionID2Info := make(map[UniqueID]*querypb.CollectionInfo)
 	for _, info := range collectionInfos {
-		ID2collectionInfo[info.CollectionID] = info
-		inMemoryCollectionIDs = append(inMemoryCollectionIDs, info.CollectionID)
+		collectionID2Info[info.CollectionID] = info
 	}
-	inMemoryPercentages := make([]int64, 0)
-	if len(req.CollectionIDs) == 0 {
-		for _, id := range inMemoryCollectionIDs {
-			inMemoryPercentages = append(inMemoryPercentages, ID2collectionInfo[id].InMemoryPercentage)
-		}
-		log.Info("show collection end",
-			zap.String("role", typeutil.QueryCoordRole),
-			zap.Int64s("collections", inMemoryCollectionIDs),
-			zap.Int64s("inMemoryPercentage", inMemoryPercentages),
-			zap.Int64("msgID", req.Base.MsgID))
-		return &querypb.ShowCollectionsResponse{
-			Status:              status,
-			CollectionIDs:       inMemoryCollectionIDs,
-			InMemoryPercentages: inMemoryPercentages,
-		}, nil
-	}
-	for _, id := range req.CollectionIDs {
-		if _, ok := ID2collectionInfo[id]; !ok {
-			status.ErrorCode = commonpb.ErrorCode_UnexpectedError
-			err := fmt.Errorf("collection %d has not been loaded to memory or load failed", id)
-			status.Reason = err.Error()
+
+	// validate collectionIDs in request
+	collectionIDs := req.CollectionIDs
+	for _, cid := range collectionIDs {
+		if _, ok := collectionID2Info[cid]; !ok {
+			err := fmt.Errorf("collection %d has not been loaded to memory or load failed", cid)
 			log.Warn("show collection failed",
 				zap.String("role", typeutil.QueryCoordRole),
-				zap.Int64("collectionID", id),
+				zap.Int64("collectionID", cid),
 				zap.Int64("msgID", req.Base.MsgID),
 				zap.Error(err))
 			return &querypb.ShowCollectionsResponse{
-				Status: status,
+				Status: &commonpb.Status{
+					ErrorCode: commonpb.ErrorCode_UnexpectedError,
+					Reason:    err.Error(),
+				},
 			}, nil
 		}
-		inMemoryPercentages = append(inMemoryPercentages, ID2collectionInfo[id].InMemoryPercentage)
 	}
+
+	if len(collectionIDs) == 0 {
+		for _, info := range collectionInfos {
+			collectionIDs = append(collectionIDs, info.CollectionID)
+		}
+	}
+
+	inMemoryPercentages := make([]int64, 0, len(collectionIDs))
+	queryServiceAvailable := make([]bool, 0, len(collectionIDs))
+	for _, cid := range collectionIDs {
+		inMemoryPercentages = append(inMemoryPercentages, collectionID2Info[cid].InMemoryPercentage)
+		queryServiceAvailable = append(queryServiceAvailable, qc.checkAnyReplicaAvailable(cid))
+	}
+
 	log.Info("show collection end",
 		zap.String("role", typeutil.QueryCoordRole),
-		zap.Int64s("collections", req.CollectionIDs),
+		zap.Int64s("collectionIDs", req.CollectionIDs),
 		zap.Int64("msgID", req.Base.MsgID),
-		zap.Int64s("inMemoryPercentage", inMemoryPercentages))
+		zap.Int64s("inMemoryPercentage", inMemoryPercentages),
+		zap.Bools("queryServiceAvailable", queryServiceAvailable))
 	return &querypb.ShowCollectionsResponse{
-		Status:              status,
-		CollectionIDs:       req.CollectionIDs,
-		InMemoryPercentages: inMemoryPercentages,
+		Status:                status,
+		CollectionIDs:         collectionIDs,
+		InMemoryPercentages:   inMemoryPercentages,
+		QueryServiceAvailable: queryServiceAvailable,
 	}, nil
 }
 
@@ -1107,6 +1154,8 @@ func (qc *QueryCoord) GetShardLeaders(ctx context.Context, req *querypb.GetShard
 	}
 
 	replicas, err := qc.meta.getReplicasByCollectionID(req.CollectionID)
+	shardNames := qc.meta.getDmChannelNamesByCollectionID(req.CollectionID)
+
 	if err != nil {
 		status.ErrorCode = commonpb.ErrorCode_MetaFailed
 		status.Reason = err.Error()
@@ -1168,8 +1217,8 @@ func (qc *QueryCoord) GetShardLeaders(ctx context.Context, req *querypb.GetShard
 		shardLeaderLists = append(shardLeaderLists, shard)
 	}
 
-	// all replicas are not available
-	if len(shardLeaderLists) == 0 {
+	// check if there are enough available distinct shards
+	if len(shardLeaderLists) != len(shardNames) {
 		return &querypb.GetShardLeadersResponse{
 			Status: &commonpb.Status{
 				ErrorCode: commonpb.ErrorCode_NoReplicaAvailable,
diff --git a/internal/querycoord/meta.go b/internal/querycoord/meta.go
index 113d47f99b..68bd2a237d 100644
--- a/internal/querycoord/meta.go
+++ b/internal/querycoord/meta.go
@@ -81,6 +81,7 @@ type Meta interface {
 
 	getDmChannelInfosByNodeID(nodeID int64) []*querypb.DmChannelWatchInfo
 	setDmChannelInfos(channelInfos []*querypb.DmChannelWatchInfo) error
+	getDmChannelNamesByCollectionID(CollectionID UniqueID) []string
 
 	getDeltaChannelsByCollectionID(collectionID UniqueID) ([]*datapb.VchannelInfo, error)
 	setDeltaChannel(collectionID UniqueID, info []*datapb.VchannelInfo) error
@@ -862,6 +863,19 @@ func (m *MetaReplica) getDmChannelInfosByNodeID(nodeID int64) []*querypb.DmChann
 	return watchedDmChannelWatchInfo
 }
 
+func (m *MetaReplica) getDmChannelNamesByCollectionID(CollectionID UniqueID) []string {
+	m.dmChannelMu.RLock()
+	defer m.dmChannelMu.RUnlock()
+
+	var dmChannelNames []string
+	for _, channelInfo := range m.dmChannelInfos {
+		if channelInfo.CollectionID == CollectionID {
+			dmChannelNames = append(dmChannelNames, channelInfo.DmChannel)
+		}
+	}
+	return dmChannelNames
+}
+
 func (m *MetaReplica) setDmChannelInfos(dmChannelWatchInfos []*querypb.DmChannelWatchInfo) error {
 	m.dmChannelMu.Lock()
 	defer m.dmChannelMu.Unlock()