diff --git a/go.mod b/go.mod
index e312d92190..d73d81f8cf 100644
--- a/go.mod
+++ b/go.mod
@@ -22,7 +22,7 @@ require (
 	github.com/mattn/go-colorable v0.1.4 // indirect
 	github.com/olekukonko/tablewriter v0.0.2-0.20190607075207-195002e6e56a
 	github.com/spf13/afero v1.2.2
-	github.com/stretchr/testify v1.4.0
+	github.com/stretchr/testify v1.6.1
 	github.com/testcontainers/testcontainers-go v0.3.1
 	github.com/twitchtv/twirp v5.10.1+incompatible
 	github.com/urfave/cli/v2 v2.2.0
diff --git a/go.sum b/go.sum
index a422f2a1d6..d2483ac532 100644
--- a/go.sum
+++ b/go.sum
@@ -427,6 +427,8 @@ github.com/stretchr/testify v1.2.2/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXf
 github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
 github.com/stretchr/testify v1.4.0 h1:2E4SXV/wtOkTonXsotYi4li6zVWxYlZuYNCXe9XRJyk=
 github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4=
+github.com/stretchr/testify v1.6.1 h1:hDPOHmpOpP40lSULcqw7IrRb/u7w6RpDC9399XyoNd0=
+github.com/stretchr/testify v1.6.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
 github.com/testcontainers/testcontainers-go v0.3.1 h1:KZkEKNfnlsipJblzGCz6fmzd+0DzJ3djulYrislG3Zw=
 github.com/testcontainers/testcontainers-go v0.3.1/go.mod h1:br7bkzIukhPSIjy07Ma3OuXjjFvl2jm7CDU0LQNsqLw=
 github.com/tmc/grpc-websocket-proxy v0.0.0-20170815181823-89b8d40f7ca8/go.mod h1:ncp9v5uamzpCO7NfCPTXjqaC+bZgJeR0sMTm6dMHP7U=
@@ -644,6 +646,8 @@ gopkg.in/yaml.v2 v2.2.2/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.2.4/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
 gopkg.in/yaml.v2 v2.2.8 h1:obN1ZagJSUGI0Ek/LBmuj4SNLPfIny3KsKFopxRdj10=
 gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c h1:dUUwHk2QECo/6vqA44rthZ8ie2QXMNeKRTHCNY2nXvo=
+gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
 gotest.tools v0.0.0-20181223230014-1083505acf35/go.mod h1:R//lfYlUuTOTfblYI3lGoAAAebUdzjvbmQsuB7Ykd90=
 gotest.tools v2.2.0+incompatible h1:VsBPFP1AI068pPrMxtb/S8Zkgf9xEmTLJjfM+P5UIEo=
 gotest.tools v2.2.0+incompatible/go.mod h1:DsYFclhRJ6vuDpmuTbkuFWG+y2sxOXAzmJt81HFBacw=
diff --git a/pkg/rpc/server/server.go b/pkg/rpc/server/server.go
index 4ed0773734..0239a180e1 100644
--- a/pkg/rpc/server/server.go
+++ b/pkg/rpc/server/server.go
@@ -8,7 +8,6 @@ import (
 	"golang.org/x/xerrors"
 
 	"github.com/aquasecurity/fanal/cache"
-	ftypes "github.com/aquasecurity/fanal/types"
 	"github.com/aquasecurity/trivy/pkg/rpc"
 	"github.com/aquasecurity/trivy/pkg/scanner"
 	"github.com/aquasecurity/trivy/pkg/scanner/local"
@@ -78,17 +77,9 @@ func (s *CacheServer) PutBlob(_ context.Context, in *rpcCache.PutBlobRequest) (*
 }
 
 func (s *CacheServer) MissingBlobs(_ context.Context, in *rpcCache.MissingBlobsRequest) (*rpcCache.MissingBlobsResponse, error) {
-	var layerIDs []string
-	for _, blobID := range in.BlobIds {
-		l, err := s.cache.GetBlob(blobID)
-		if err != nil || l.SchemaVersion != ftypes.BlobJSONSchemaVersion {
-			layerIDs = append(layerIDs, blobID)
-		}
+	missingArtifact, blobIDs, err := s.cache.MissingBlobs(in.ArtifactId, in.BlobIds)
+	if err != nil {
+		return nil, xerrors.Errorf("failed to get missing blobs: %w", err)
 	}
-	var missingImage bool
-	img, err := s.cache.GetArtifact(in.ArtifactId)
-	if err != nil || img.SchemaVersion != ftypes.ArtifactJSONSchemaVersion {
-		missingImage = true
-	}
-	return &rpcCache.MissingBlobsResponse{MissingArtifact: missingImage, MissingBlobIds: layerIDs}, nil
+	return &rpcCache.MissingBlobsResponse{MissingArtifact: missingArtifact, MissingBlobIds: blobIDs}, nil
 }
diff --git a/pkg/rpc/server/server_test.go b/pkg/rpc/server/server_test.go
index 7a0c7e398a..eea9fa741f 100644
--- a/pkg/rpc/server/server_test.go
+++ b/pkg/rpc/server/server_test.go
@@ -473,12 +473,11 @@ func TestCacheServer_MissingBlobs(t *testing.T) {
 		in  *rpcCache.MissingBlobsRequest
 	}
 	tests := []struct {
-		name                 string
-		args                 args
-		getLayerExpectations []cache.LocalArtifactCacheGetBlobExpectation
-		getImageExpectations []cache.LocalArtifactCacheGetArtifactExpectation
-		want                 *rpcCache.MissingBlobsResponse
-		wantErr              string
+		name                                     string
+		args                                     args
+		getArtifactCacheMissingBlobsExpectations []cache.ArtifactCacheMissingBlobsExpectation
+		want                                     *rpcCache.MissingBlobsResponse
+		wantErr                                  string
 	}{
 		{
 			name: "happy path",
@@ -491,100 +490,24 @@ func TestCacheServer_MissingBlobs(t *testing.T) {
 					},
 				},
 			},
-			getLayerExpectations: []cache.LocalArtifactCacheGetBlobExpectation{
+			getArtifactCacheMissingBlobsExpectations: []cache.ArtifactCacheMissingBlobsExpectation{
 				{
-					Args: cache.LocalArtifactCacheGetBlobArgs{
-						BlobID: "sha256:932da51564135c98a49a34a193d6cd363d8fa4184d957fde16c9d8527b3f3b02",
-					},
-					Returns: cache.LocalArtifactCacheGetBlobReturns{
-						BlobInfo: ftypes.BlobInfo{},
-					},
-				},
-				{
-					Args: cache.LocalArtifactCacheGetBlobArgs{
-						BlobID: "sha256:dffd9992ca398466a663c87c92cfea2a2db0ae0cf33fcb99da60eec52addbfc5",
-					},
-					Returns: cache.LocalArtifactCacheGetBlobReturns{
-						BlobInfo: ftypes.BlobInfo{
-							SchemaVersion: 1,
-						},
-					},
-				},
-			},
-			getImageExpectations: []cache.LocalArtifactCacheGetArtifactExpectation{
-				{
-					Args: cache.LocalArtifactCacheGetArtifactArgs{
-						ArtifactID: "sha256:e7d92cdc71feacf90708cb59182d0df1b911f8ae022d29e8e95d75ca6a99776a",
-					},
-					Returns: cache.LocalArtifactCacheGetArtifactReturns{
-						ArtifactInfo: ftypes.ArtifactInfo{
-							SchemaVersion: 1,
-						},
-					},
+					Args: cache.ArtifactCacheMissingBlobsArgs{ArtifactID: "sha256:e7d92cdc71feacf90708cb59182d0df1b911f8ae022d29e8e95d75ca6a99776a",
+						BlobIDs: []string{"sha256:932da51564135c98a49a34a193d6cd363d8fa4184d957fde16c9d8527b3f3b02", "sha256:dffd9992ca398466a663c87c92cfea2a2db0ae0cf33fcb99da60eec52addbfc5"}},
+					Returns: cache.ArtifactCacheMissingBlobsReturns{
+						MissingArtifact: false, MissingBlobIDs: []string{"sha256:dffd9992ca398466a663c87c92cfea2a2db0ae0cf33fcb99da60eec52addbfc5"}, Err: nil},
 				},
 			},
 			want: &rpcCache.MissingBlobsResponse{
 				MissingArtifact: false,
-				MissingBlobIds:  []string{"sha256:932da51564135c98a49a34a193d6cd363d8fa4184d957fde16c9d8527b3f3b02"},
-			},
-		},
-		{
-			name: "schema version doesn't match",
-			args: args{
-				in: &rpcCache.MissingBlobsRequest{
-					ArtifactId: "sha256:e7d92cdc71feacf90708cb59182d0df1b911f8ae022d29e8e95d75ca6a99776a",
-					BlobIds: []string{
-						"sha256:932da51564135c98a49a34a193d6cd363d8fa4184d957fde16c9d8527b3f3b02",
-						"sha256:dffd9992ca398466a663c87c92cfea2a2db0ae0cf33fcb99da60eec52addbfc5",
-					},
-				},
-			},
-			getLayerExpectations: []cache.LocalArtifactCacheGetBlobExpectation{
-				{
-					Args: cache.LocalArtifactCacheGetBlobArgs{
-						BlobID: "sha256:932da51564135c98a49a34a193d6cd363d8fa4184d957fde16c9d8527b3f3b02",
-					},
-					Returns: cache.LocalArtifactCacheGetBlobReturns{
-						BlobInfo: ftypes.BlobInfo{
-							SchemaVersion: 0,
-						},
-					},
-				},
-				{
-					Args: cache.LocalArtifactCacheGetBlobArgs{
-						BlobID: "sha256:dffd9992ca398466a663c87c92cfea2a2db0ae0cf33fcb99da60eec52addbfc5",
-					},
-					Returns: cache.LocalArtifactCacheGetBlobReturns{
-						BlobInfo: ftypes.BlobInfo{
-							SchemaVersion: -1,
-						},
-					},
-				},
-			},
-			getImageExpectations: []cache.LocalArtifactCacheGetArtifactExpectation{
-				{
-					Args: cache.LocalArtifactCacheGetArtifactArgs{
-						ArtifactID: "sha256:e7d92cdc71feacf90708cb59182d0df1b911f8ae022d29e8e95d75ca6a99776a",
-					},
-					Returns: cache.LocalArtifactCacheGetArtifactReturns{
-						ArtifactInfo: ftypes.ArtifactInfo{},
-					},
-				},
-			},
-			want: &rpcCache.MissingBlobsResponse{
-				MissingArtifact: true,
-				MissingBlobIds: []string{
-					"sha256:932da51564135c98a49a34a193d6cd363d8fa4184d957fde16c9d8527b3f3b02",
-					"sha256:dffd9992ca398466a663c87c92cfea2a2db0ae0cf33fcb99da60eec52addbfc5",
-				},
+				MissingBlobIds:  []string{"sha256:dffd9992ca398466a663c87c92cfea2a2db0ae0cf33fcb99da60eec52addbfc5"},
 			},
 		},
 	}
 	for _, tt := range tests {
 		t.Run(tt.name, func(t *testing.T) {
 			mockCache := new(mockCache)
-			mockCache.ApplyGetBlobExpectations(tt.getLayerExpectations)
-			mockCache.ApplyGetArtifactExpectations(tt.getImageExpectations)
+			mockCache.ApplyMissingBlobsExpectations(tt.getArtifactCacheMissingBlobsExpectations)
 
 			s := NewCacheServer(mockCache)
 			got, err := s.MissingBlobs(tt.args.ctx, tt.args.in)
@@ -597,7 +520,7 @@ func TestCacheServer_MissingBlobs(t *testing.T) {
 			}
 
 			assert.Equal(t, tt.want, got)
-			mockCache.MockLocalArtifactCache.AssertExpectations(t)
+			mockCache.MockArtifactCache.AssertExpectations(t)
 		})
 	}
 }