diff --git a/pyiceberg/catalog/rest/__init__.py b/pyiceberg/catalog/rest/__init__.py
index 802be28565..b4eec8ef86 100644
--- a/pyiceberg/catalog/rest/__init__.py
+++ b/pyiceberg/catalog/rest/__init__.py
@@ -40,6 +40,7 @@
     PlanSubmitted,
     PlanTableScanRequest,
     ScanTasks,
+    StorageCredential,
 )
 from pyiceberg.exceptions import (
     AuthorizationExpiredError,
@@ -256,6 +257,7 @@ class TableResponse(IcebergBaseModel):
     metadata_location: str | None = Field(alias="metadata-location", default=None)
     metadata: TableMetadata
     config: Properties = Field(default_factory=dict)
+    storage_credentials: list[StorageCredential] = Field(alias="storage-credentials", default_factory=list)
 
 
 class CreateTableRequest(IcebergBaseModel):
@@ -391,6 +393,26 @@ def _create_session(self) -> Session:
 
         return session
 
+    @staticmethod
+    def _resolve_storage_credentials(storage_credentials: list[StorageCredential], location: str | None) -> Properties:
+        """Resolve the best-matching storage credential by longest prefix match.
+
+        Mirrors the Java implementation in S3FileIO.clientForStoragePath() which iterates
+        over storage credential prefixes and selects the one with the longest match.
+
+        See: https://github.com/apache/iceberg/blob/main/aws/src/main/java/org/apache/iceberg/aws/s3/S3FileIO.java
+        """
+        if not storage_credentials or not location:
+            return {}
+
+        best_match: StorageCredential | None = None
+        for cred in storage_credentials:
+            if location.startswith(cred.prefix):
+                if best_match is None or len(cred.prefix) > len(best_match.prefix):
+                    best_match = cred
+
+        return best_match.config if best_match else {}
+
     def _load_file_io(self, properties: Properties = EMPTY_DICT, location: str | None = None) -> FileIO:
         merged_properties = {**self.properties, **properties}
         if self._auth_manager:
@@ -729,24 +751,34 @@ def add_headers(self, request: PreparedRequest, **kwargs: Any) -> None:  # pylin
         session.mount(self.uri, SigV4Adapter(**self.properties))
 
     def _response_to_table(self, identifier_tuple: tuple[str, ...], table_response: TableResponse) -> Table:
+        # Per Iceberg spec: storage-credentials take precedence over config
+        credential_config = self._resolve_storage_credentials(
+            table_response.storage_credentials, table_response.metadata_location
+        )
         return Table(
             identifier=identifier_tuple,
             metadata_location=table_response.metadata_location,  # type: ignore
             metadata=table_response.metadata,
             io=self._load_file_io(
-                {**table_response.metadata.properties, **table_response.config}, table_response.metadata_location
+                {**table_response.metadata.properties, **table_response.config, **credential_config},
+                table_response.metadata_location,
             ),
             catalog=self,
             config=table_response.config,
         )
 
     def _response_to_staged_table(self, identifier_tuple: tuple[str, ...], table_response: TableResponse) -> StagedTable:
+        # Per Iceberg spec: storage-credentials take precedence over config
+        credential_config = self._resolve_storage_credentials(
+            table_response.storage_credentials, table_response.metadata_location
+        )
         return StagedTable(
             identifier=identifier_tuple,
             metadata_location=table_response.metadata_location,  # type: ignore
             metadata=table_response.metadata,
             io=self._load_file_io(
-                {**table_response.metadata.properties, **table_response.config}, table_response.metadata_location
+                {**table_response.metadata.properties, **table_response.config, **credential_config},
+                table_response.metadata_location,
             ),
             catalog=self,
         )
diff --git a/tests/catalog/test_rest.py b/tests/catalog/test_rest.py
index 9fb1fa9af5..ad137925e3 100644
--- a/tests/catalog/test_rest.py
+++ b/tests/catalog/test_rest.py
@@ -2351,3 +2351,85 @@ def test_table_uuid_check_on_refresh(rest_mock: Mocker, example_table_metadata_v
     assert "Table UUID does not match" in str(exc_info.value)
     assert f"current={original_uuid}" in str(exc_info.value)
     assert f"refreshed={different_uuid}" in str(exc_info.value)
+
+
+def test_resolve_storage_credentials_longest_prefix_wins() -> None:
+    from pyiceberg.catalog.rest.scan_planning import StorageCredential
+
+    credentials = [
+        StorageCredential(prefix="s3://warehouse/", config={"s3.access-key-id": "short-prefix-key"}),
+        StorageCredential(prefix="s3://warehouse/database/table", config={"s3.access-key-id": "long-prefix-key"}),
+    ]
+    result = RestCatalog._resolve_storage_credentials(credentials, "s3://warehouse/database/table/metadata/00001.json")
+    assert result == {"s3.access-key-id": "long-prefix-key"}
+
+
+def test_resolve_storage_credentials_no_match() -> None:
+    from pyiceberg.catalog.rest.scan_planning import StorageCredential
+
+    credentials = [
+        StorageCredential(prefix="s3://other-bucket/", config={"s3.access-key-id": "no-match"}),
+    ]
+    result = RestCatalog._resolve_storage_credentials(credentials, "s3://warehouse/database/table/metadata/00001.json")
+    assert result == {}
+
+
+def test_resolve_storage_credentials_empty() -> None:
+    assert RestCatalog._resolve_storage_credentials([], "s3://warehouse/foo") == {}
+    assert RestCatalog._resolve_storage_credentials([], None) == {}
+
+
+def test_load_table_with_storage_credentials(rest_mock: Mocker, example_table_metadata_with_snapshot_v1: dict[str, Any]) -> None:
+    metadata_location = "s3://warehouse/database/table/metadata/00001.metadata.json"
+    rest_mock.get(
+        f"{TEST_URI}v1/namespaces/fokko/tables/table",
+        json={
+            "metadata-location": metadata_location,
+            "metadata": example_table_metadata_with_snapshot_v1,
+            "config": {
+                "s3.access-key-id": "from-config",
+                "s3.secret-access-key": "from-config-secret",
+            },
+            "storage-credentials": [
+                {
+                    "prefix": "s3://warehouse/database/table",
+                    "config": {
+                        "s3.access-key-id": "vended-key",
+                        "s3.secret-access-key": "vended-secret",
+                        "s3.session-token": "vended-token",
+                    },
+                }
+            ],
+        },
+        status_code=200,
+        request_headers=TEST_HEADERS,
+    )
+    catalog = RestCatalog("rest", uri=TEST_URI, token=TEST_TOKEN)
+    table = catalog.load_table(("fokko", "table"))
+
+    # Storage credentials should override config values
+    assert table.io.properties["s3.access-key-id"] == "vended-key"
+    assert table.io.properties["s3.secret-access-key"] == "vended-secret"
+    assert table.io.properties["s3.session-token"] == "vended-token"
+
+
+def test_load_table_without_storage_credentials(
+    rest_mock: Mocker, example_table_metadata_with_snapshot_v1_rest_json: dict[str, Any]
+) -> None:
+    rest_mock.get(
+        f"{TEST_URI}v1/namespaces/fokko/tables/table",
+        json=example_table_metadata_with_snapshot_v1_rest_json,
+        status_code=200,
+        request_headers=TEST_HEADERS,
+    )
+    catalog = RestCatalog("rest", uri=TEST_URI, token=TEST_TOKEN)
+    actual = catalog.load_table(("fokko", "table"))
+    expected = Table(
+        identifier=("fokko", "table"),
+        metadata_location=example_table_metadata_with_snapshot_v1_rest_json["metadata-location"],
+        metadata=TableMetadataV1(**example_table_metadata_with_snapshot_v1_rest_json["metadata"]),
+        io=load_file_io(),
+        catalog=catalog,
+    )
+    assert actual.metadata.model_dump() == expected.metadata.model_dump()
+    assert actual == expected