diff --git a/pkg/network/cache/multi.go b/pkg/network/cache/multi.go
index b8a0aa4bc9..ba81df16ca 100644
--- a/pkg/network/cache/multi.go
+++ b/pkg/network/cache/multi.go
@@ -10,8 +10,11 @@ import (
 	rawclient "git.frostfs.info/TrueCloudLab/frostfs-api-go/v2/rpc/client"
 	clientcore "git.frostfs.info/TrueCloudLab/frostfs-node/pkg/core/client"
 	"git.frostfs.info/TrueCloudLab/frostfs-node/pkg/network"
+	metrics "git.frostfs.info/TrueCloudLab/frostfs-observability/metrics/grpc"
+	tracing "git.frostfs.info/TrueCloudLab/frostfs-observability/tracing/grpc"
 	"git.frostfs.info/TrueCloudLab/frostfs-sdk-go/client"
 	"git.frostfs.info/TrueCloudLab/frostfs-sdk-go/object"
+	"google.golang.org/grpc"
 	"google.golang.org/grpc/codes"
 	"google.golang.org/grpc/status"
 )
@@ -72,6 +75,17 @@ func (x *multiClient) createForAddress(ctx context.Context, addr network.Address
 		prmInit.SetResponseInfoCallback(x.opts.ResponseCallback)
 	}
 
+	prmDial.SetGRPCDialOptions(
+		grpc.WithChainUnaryInterceptor(
+			metrics.NewUnaryClientInterceptor(),
+			tracing.NewUnaryClientInteceptor(),
+		),
+		grpc.WithChainStreamInterceptor(
+			metrics.NewStreamClientInterceptor(),
+			tracing.NewStreamClientInterceptor(),
+		),
+	)
+
 	c.Init(prmInit)
 	err := c.Dial(ctx, prmDial)
 	if err != nil {