diff --git a/.changelog/39092.txt b/.changelog/39092.txt
new file mode 100644
index 00000000000..fee62b1a0b6
--- /dev/null
+++ b/.changelog/39092.txt
@@ -0,0 +1,3 @@
+```release-note:enhancement
+data-source/aws_transfer_server: Add `tags` attribute
+```
diff --git a/internal/service/transfer/server_data_source.go b/internal/service/transfer/server_data_source.go
index bd3e88cd02a..52abe2a35d9 100644
--- a/internal/service/transfer/server_data_source.go
+++ b/internal/service/transfer/server_data_source.go
@@ -12,10 +12,12 @@ import (
 	"github.com/hashicorp/terraform-plugin-sdk/v2/helper/schema"
 	"github.com/hashicorp/terraform-provider-aws/internal/conns"
 	"github.com/hashicorp/terraform-provider-aws/internal/errs/sdkdiag"
+	tftags "github.com/hashicorp/terraform-provider-aws/internal/tags"
 	"github.com/hashicorp/terraform-provider-aws/names"
 )
 
 // @SDKDataSource("aws_transfer_server", name="Server")
+// @Tags(identifierAttribute="arn")
 func dataSourceServer() *schema.Resource {
 	return &schema.Resource{
 		ReadWithoutTimeout: dataSourceServerRead,
@@ -79,6 +81,7 @@ func dataSourceServer() *schema.Resource {
 				Type:     schema.TypeString,
 				Computed: true,
 			},
+			names.AttrTags: tftags.TagsSchemaComputed(),
 		},
 	}
 }
@@ -116,5 +119,7 @@ func dataSourceServerRead(ctx context.Context, d *schema.ResourceData, meta inte
 		d.Set(names.AttrURL, "")
 	}
 
+	setTagsOut(ctx, output.Tags)
+
 	return diags
 }
diff --git a/internal/service/transfer/server_data_source_test.go b/internal/service/transfer/server_data_source_test.go
index a6117bfe8fe..4e7b4cb9900 100644
--- a/internal/service/transfer/server_data_source_test.go
+++ b/internal/service/transfer/server_data_source_test.go
@@ -32,6 +32,8 @@ func testAccServerDataSource_basic(t *testing.T) {
 					resource.TestCheckResourceAttrPair(datasourceName, "identity_provider_type", resourceName, "identity_provider_type"),
 					resource.TestCheckResourceAttrPair(datasourceName, "logging_role", resourceName, "logging_role"),
 					resource.TestCheckResourceAttrPair(datasourceName, "structured_log_destinations.#", resourceName, "structured_log_destinations.#"),
+					resource.TestCheckResourceAttrPair(datasourceName, acctest.CtTagsPercent, resourceName, acctest.CtTagsPercent),
+					resource.TestCheckResourceAttrPair(datasourceName, acctest.CtTagsKey1, resourceName, acctest.CtTagsKey1),
 				),
 			},
 		},
@@ -147,6 +149,9 @@ POLICY
 resource "aws_transfer_server" "test" {
   identity_provider_type = "SERVICE_MANAGED"
   logging_role           = aws_iam_role.test.arn
+  tags = {
+    "key1" = "value1"
+  }
 }
 
 data "aws_transfer_server" "test" {
diff --git a/internal/service/transfer/service_package_gen.go b/internal/service/transfer/service_package_gen.go
index bc8c64632f3..5add8876aa8 100644
--- a/internal/service/transfer/service_package_gen.go
+++ b/internal/service/transfer/service_package_gen.go
@@ -33,6 +33,9 @@ func (p *servicePackage) SDKDataSources(ctx context.Context) []*types.ServicePac
 			Factory:  dataSourceServer,
 			TypeName: "aws_transfer_server",
 			Name:     "Server",
+			Tags: &types.ServicePackageResourceTags{
+				IdentifierAttribute: names.AttrARN,
+			},
 		},
 	}
 }
diff --git a/website/docs/d/transfer_server.html.markdown b/website/docs/d/transfer_server.html.markdown
index 53ec9368ca2..0dd21ab7f6c 100644
--- a/website/docs/d/transfer_server.html.markdown
+++ b/website/docs/d/transfer_server.html.markdown
@@ -38,4 +38,5 @@ This data source exports the following attributes in addition to the arguments a
 * `protocols` - File transfer protocol or protocols over which your file transfer protocol client can connect to your server's endpoint.
 * `security_policy_name` - The name of the security policy that is attached to the server.
 * `structured_log_destinations` - A set of ARNs of destinations that will receive structured logs from the transfer server such as CloudWatch Log Group ARNs.
+* `tags` - Map of tags assigned to the resource.
 * `url` - URL of the service endpoint used to authenticate users with an `identity_provider_type` of `API_GATEWAY`.