diff --git a/moto/resourcegroupstaggingapi/models.py b/moto/resourcegroupstaggingapi/models.py
index 1cf38e8d1..f8d61ea19 100644
--- a/moto/resourcegroupstaggingapi/models.py
+++ b/moto/resourcegroupstaggingapi/models.py
@@ -352,11 +352,40 @@ class ResourceGroupsTaggingAPIBackend(BaseBackend):
                 yield {"ResourceARN": "{0}".format(kms_key.arn), "Tags": tags}
 
         # RDS Instance
+        if (
+            not resource_type_filters
+            or "rds" in resource_type_filters
+            or "rds:db" in resource_type_filters
+        ):
+            for database in self.rds_backend.databases.values():
+                tags = database.get_tags()
+                if not tags or not tag_filter(tags):
+                    continue
+                yield {
+                    "ResourceARN": database.db_instance_arn,
+                    "Tags": tags,
+                }
+
         # RDS Reserved Database Instance
         # RDS Option Group
         # RDS Parameter Group
         # RDS Security Group
+
         # RDS Snapshot
+        if (
+            not resource_type_filters
+            or "rds" in resource_type_filters
+            or "rds:snapshot" in resource_type_filters
+        ):
+            for snapshot in self.rds_backend.snapshots.values():
+                tags = snapshot.get_tags()
+                if not tags or not tag_filter(tags):
+                    continue
+                yield {
+                    "ResourceARN": snapshot.snapshot_arn,
+                    "Tags": tags,
+                }
+
         # RDS Subnet Group
         # RDS Event Subscription
 
diff --git a/tests/test_resourcegroupstaggingapi/test_resourcegroupstaggingapi.py b/tests/test_resourcegroupstaggingapi/test_resourcegroupstaggingapi.py
index 65c167b00..24a977896 100644
--- a/tests/test_resourcegroupstaggingapi/test_resourcegroupstaggingapi.py
+++ b/tests/test_resourcegroupstaggingapi/test_resourcegroupstaggingapi.py
@@ -5,6 +5,7 @@ import sure  # noqa
 from moto import mock_ec2
 from moto import mock_elbv2
 from moto import mock_kms
+from moto import mock_rds2
 from moto import mock_resourcegroupstaggingapi
 from moto import mock_s3
 from tests import EXAMPLE_AMI_ID, EXAMPLE_AMI_ID2
@@ -374,3 +375,46 @@ def test_multiple_tag_filters():
     results.should.have.length_of(1)
     instance_1_id.should.be.within(results[0]["ResourceARN"])
     instance_2_id.shouldnt.be.within(results[0]["ResourceARN"])
+
+
+@mock_rds2
+@mock_resourcegroupstaggingapi
+def test_get_resources_rds():
+    client = boto3.client("rds", region_name="us-west-2")
+    resources_tagged = []
+    resources_untagged = []
+    for i in range(3):
+        database = client.create_db_instance(
+            DBInstanceIdentifier="db-instance-{}".format(i),
+            Engine="postgres",
+            DBInstanceClass="db.m1.small",
+            CopyTagsToSnapshot=True if i else False,
+            Tags=[{"Key": "test", "Value": "value-{}".format(i)}] if i else [],
+        ).get("DBInstance")
+        snapshot = client.create_db_snapshot(
+            DBInstanceIdentifier=database["DBInstanceIdentifier"],
+            DBSnapshotIdentifier="snapshot-{}".format(i),
+        ).get("DBSnapshot")
+        group = resources_tagged if i else resources_untagged
+        group.append(database["DBInstanceArn"])
+        group.append(snapshot["DBSnapshotArn"])
+
+    def assert_response(response, expected_count, resource_type=None):
+        results = response.get("ResourceTagMappingList", [])
+        results.should.have.length_of(expected_count)
+        for item in results:
+            arn = item["ResourceARN"]
+            arn.should.be.within(resources_tagged)
+            arn.should_not.be.within(resources_untagged)
+            if resource_type:
+                sure.this(":{}:".format(resource_type)).should.be.within(arn)
+
+    rtapi = boto3.client("resourcegroupstaggingapi", region_name="us-west-2")
+    resp = rtapi.get_resources(ResourceTypeFilters=["rds"])
+    assert_response(resp, 4)
+    resp = rtapi.get_resources(ResourceTypeFilters=["rds:db"])
+    assert_response(resp, 2, resource_type="db")
+    resp = rtapi.get_resources(ResourceTypeFilters=["rds:snapshot"])
+    assert_response(resp, 2, resource_type="snapshot")
+    resp = rtapi.get_resources(TagFilters=[{"Key": "test", "Values": ["value-1"]}])
+    assert_response(resp, 2)