diff --git a/planet/subscription_request.py b/planet/subscription_request.py
index 648c93e..cf29914 100644
--- a/planet/subscription_request.py
+++ b/planet/subscription_request.py
@@ -13,7 +13,8 @@
 # the License.
 """Functionality for preparing subscription requests."""
 from datetime import datetime
-from typing import Any, Dict, Optional, List, Mapping, Sequence
+from dataclasses import dataclass, asdict
+from typing import Any, Dict, Optional, List, Mapping, Sequence, Union
 
 from typing_extensions import Literal
 
@@ -651,3 +652,63 @@ def toar_tool(scale_factor: int = 10000) -> dict:
             reflectances not fitting in 16bit integers.
     """
     return _tool('toar', {'scale_factor': scale_factor})
+
+
+@dataclass
+class FilterValue:
+    """Represents a filter value with optional greater than or equal to (gte)
+    and less than or equal to (lte) constraints.
+
+    Attributes:
+        gte (Optional[float]): The minimum threshold value for the filter.
+        lte (Optional[float]): The maximum threshold value for the filter.
+    """
+
+    gte: Optional[float] = None
+    lte: Optional[float] = None
+
+
+def cloud_filter_tool(
+    clear_percent: Optional[FilterValue] = None,
+    cloud_percent: Optional[FilterValue] = None,
+    shadow_percent: Optional[FilterValue] = None,
+    heavy_haze_percent: Optional[FilterValue] = None,
+    light_haze_percent: Optional[FilterValue] = None,
+    snow_ice_percent: Optional[FilterValue] = None,
+) -> Dict[str, Dict[str, Union[float, int]]]:
+    """Specify a subscriptions API cloud_filter tool.
+
+    The cloud_filter tool filters imagery after the clip tool has run and certain
+    metadata values have been updated to pertain to the clip AOI. This tool offers
+    a more detailed filtering of cloudy imagery than what can be achieved using
+    only catalog source filters. For instance, you might want to receive only images
+    that, after clipping, have a cloud_percent value of less than or equal to 25%.
+
+    Parameters:
+        clear_percent: Filters for images based on the percentage of clear sky.
+        cloud_percent: Filters for images based on the percentage of cloud cover.
+        shadow_percent: Filters for images based on the percentage of shadow cover.
+        heavy_haze_percent: Filters for images based on the percentage of heavy haze cover.
+        light_haze_percent: Filters for images based on the percentage of light haze cover.
+        snow_ice_percent: Filters for images based on the percentage of snow or ice cover.
+    """
+    filters = {
+        "clear_percent": clear_percent,
+        "cloud_percent": cloud_percent,
+        "shadow_percent": shadow_percent,
+        "heavy_haze_percent": heavy_haze_percent,
+        "light_haze_percent": light_haze_percent,
+        "snow_ice_percent": snow_ice_percent,
+    }
+
+    result = {}
+
+    for key, value in filters.items():
+        if value:
+            inner_dict = asdict(value)
+            result[key] = {
+                k: v
+                for k, v in inner_dict.items() if v is not None
+            }
+
+    return _tool("cloud_filter", result)

diff --git a/tests/unit/test_subscription_request.py b/tests/unit/test_subscription_request.py
index 1b09afa..01ff195 100644
--- a/tests/unit/test_subscription_request.py
+++ b/tests/unit/test_subscription_request.py
@@ -407,3 +407,22 @@ def test_catalog_source_time_range_type_acquired(geom_geojson):
     )
 
     assert source["parameters"]["time_range_type"] == "acquired"
+
+
+def test_cloud_filter_tool_success():
+    res = subscription_request.cloud_filter_tool(
+        clear_percent=subscription_request.FilterValue(gte=90),
+        cloud_percent=subscription_request.FilterValue(lte=10, gte=5))
+    expected = {
+        "type": "cloud_filter",
+        "parameters": {
+            "clear_percent": {
+                "gte": 90
+            },
+            "cloud_percent": {
+                "lte": 10, "gte": 5
+            }
+        }
+    }
+
+    assert res == expected

Add cloud_filter tool for Subscriptions API
Make the `"cloud_filter"` tool available to use when creating a subscription.
tests/unit/test_subscription_request.py::test_cloud_filter_tool_success
tests/unit/test_subscription_request.py::test_build_request_success tests/unit/test_subscription_request.py::test_build_request_clip_to_source_success tests/unit/test_subscription_request.py::test_build_request_clip_to_source_failure tests/unit/test_subscription_request.py::test_catalog_source_success tests/unit/test_subscription_request.py::test_catalog_source_featurecollection tests/unit/test_subscription_request.py::test_catalog_source_invalid_start_time tests/unit/test_subscription_request.py::test_amazon_s3_success tests/unit/test_subscription_request.py::test_azure_blob_storage_success tests/unit/test_subscription_request.py::test_google_cloud_storage_success tests/unit/test_subscription_request.py::test_oracle_cloud_storage_success tests/unit/test_subscription_request.py::test_notifications_success tests/unit/test_subscription_request.py::test_notifications_invalid_topics tests/unit/test_subscription_request.py::test_band_math_tool_success tests/unit/test_subscription_request.py::test_band_math_tool_invalid_pixel_type tests/unit/test_subscription_request.py::test_clip_tool_success tests/unit/test_subscription_request.py::test_clip_tool_invalid_type tests/unit/test_subscription_request.py::test_file_format_tool_success tests/unit/test_subscription_request.py::test_file_format_tool_invalid_format tests/unit/test_subscription_request.py::test_harmonize_tool_success tests/unit/test_subscription_request.py::test_harmonize_tool_invalid_target_sensor tests/unit/test_subscription_request.py::test_reproject_tool_success tests/unit/test_subscription_request.py::test_reproject_tool_invalid_kernel tests/unit/test_subscription_request.py::test_toar_tool_success tests/unit/test_subscription_request.py::test_pv_source_success[biomass_proxy-BIOMASS-PROXY_V3.0_10] tests/unit/test_subscription_request.py::test_pv_source_success[var1-VAR1-ABCD] tests/unit/test_subscription_request.py::test_catalog_source_publishing_stages[publishing_stages0] tests/unit/test_subscription_request.py::test_catalog_source_publishing_stages[publishing_stages1] tests/unit/test_subscription_request.py::test_catalog_source_publishing_stages[publishing_stages2] tests/unit/test_subscription_request.py::test_catalog_source_publishing_stages[publishing_stages3] tests/unit/test_subscription_request.py::test_catalog_source_publishing_stages[publishing_stages4] tests/unit/test_subscription_request.py::test_catalog_source_publishing_stages[publishing_stages5] tests/unit/test_subscription_request.py::test_catalog_source_publishing_stages[publishing_stages6] tests/unit/test_subscription_request.py::test_catalog_source_publishing_stages[publishing_stages7] tests/unit/test_subscription_request.py::test_catalog_source_publishing_stages[publishing_stages8] tests/unit/test_subscription_request.py::test_catalog_source_time_range_type_acquired