diff --git a/flytekit/types/structured/basic_dfs.py b/flytekit/types/structured/basic_dfs.py
index 49b2f13ed9..2e263ed133 100644
--- a/flytekit/types/structured/basic_dfs.py
+++ b/flytekit/types/structured/basic_dfs.py
@@ -12,6 +12,7 @@
 from flytekit.models.literals import StructuredDatasetMetadata
 from flytekit.models.types import StructuredDatasetType
 from flytekit.types.structured.structured_dataset import (
+    GCS,
     LOCAL,
     PARQUET,
     S3,
@@ -106,7 +107,7 @@ def decode(
         return pq.read_table(local_dir)
 
 
-for protocol in [LOCAL, S3]:  # Should we add GCS
+for protocol in [LOCAL, S3, GCS]:
     StructuredDatasetTransformerEngine.register(PandasToParquetEncodingHandler(protocol), default_for_type=True)
     StructuredDatasetTransformerEngine.register(ParquetToPandasDecodingHandler(protocol), default_for_type=True)
     StructuredDatasetTransformerEngine.register(ArrowToParquetEncodingHandler(protocol), default_for_type=True)
diff --git a/flytekit/types/structured/structured_dataset.py b/flytekit/types/structured/structured_dataset.py
index 819bc012cc..bdacc6b913 100644
--- a/flytekit/types/structured/structured_dataset.py
+++ b/flytekit/types/structured/structured_dataset.py
@@ -37,6 +37,7 @@
 # Protocols
 BIGQUERY = "bq"
 S3 = "s3"
+GCS = "gs"
 LOCAL = "/"
 
 # For specifying the storage formats of StructuredDatasets. It's just a string, nothing fancy.
diff --git a/plugins/flytekit-data-fsspec/flytekitplugins/fsspec/__init__.py b/plugins/flytekit-data-fsspec/flytekitplugins/fsspec/__init__.py
index 85a65d17b8..4ec7c6e6ca 100644
--- a/plugins/flytekit-data-fsspec/flytekitplugins/fsspec/__init__.py
+++ b/plugins/flytekit-data-fsspec/flytekitplugins/fsspec/__init__.py
@@ -1,7 +1,7 @@
 import importlib
 
 from flytekit import USE_STRUCTURED_DATASET, StructuredDatasetTransformerEngine, logger
-from flytekit.types.structured.structured_dataset import S3
+from flytekit.types.structured.structured_dataset import GCS, S3
 
 from .persist import FSSpecPersistence
 
@@ -18,3 +18,6 @@ def _register(protocol: str):
 
     if importlib.util.find_spec("s3fs"):
         _register(S3)
+
+    if importlib.util.find_spec("gcsfs"):
+        _register(GCS)
diff --git a/plugins/flytekit-data-fsspec/setup.py b/plugins/flytekit-data-fsspec/setup.py
index a0986a2e82..a20cc8a550 100644
--- a/plugins/flytekit-data-fsspec/setup.py
+++ b/plugins/flytekit-data-fsspec/setup.py
@@ -23,6 +23,7 @@
     extras_require={
         # https://github.com/fsspec/filesystem_spec/blob/master/setup.py#L36
         "aws": ["s3fs>=2021.7.0"],
+        "gcp": ["gcsfs>=2021.7.0"],
     },
     license="apache2",
     python_requires=">=3.7",