diff --git a/scripts/microgenerator/generate.py b/scripts/microgenerator/generate.py
index 61f47d6c1..da52febe0 100644
--- a/scripts/microgenerator/generate.py
+++ b/scripts/microgenerator/generate.py
@@ -389,7 +389,31 @@ def process_structure(
 
 
 def _should_include_class(class_name: str, class_filters: Dict[str, Any]) -> bool:
-    """Checks if a class should be included based on filter criteria."""
+    """Determines if a class should be included based on name filters.
+
+    Filters are defined in the configuration file and passed in the
+    `class_filters` dictionary.
+
+    Args:
+        class_name: The name of the class to check.
+        class_filters: A dictionary containing filter rules:
+            "include_suffixes": List of suffixes. If provided, the class name
+                                MUST end with one of these suffixes.
+            "exclude_suffixes": List of suffixes. If provided, the class name
+                                MUST NOT end with any of these suffixes.
+
+    Returns:
+        bool: True if the class should be included, False otherwise.
+
+    Example:
+        >>> filters = {"include_suffixes": ["Client"], "exclude_suffixes": ["BaseClient"]}
+        >>> _should_include_class("DatasetClient", filters)
+        True
+        >>> _should_include_class("BaseClient", filters)
+        False
+        >>> _should_include_class("SomeOtherClass", filters)
+        False
+    """
     if class_filters.get("include_suffixes"):
         if not class_name.endswith(tuple(class_filters["include_suffixes"])):
             return False
@@ -400,7 +424,31 @@ def _should_include_class(class_name: str, class_filters: Dict[str, Any]) -> boo
 
 
 def _should_include_method(method_name: str, method_filters: Dict[str, Any]) -> bool:
-    """Checks if a method should be included based on filter criteria."""
+    """Determines if a method should be included based on name filters.
+
+    Filters are defined in the configuration file and passed in the
+    `method_filters` dictionary.
+
+    Args:
+        method_name: The name of the method to check.
+        method_filters: A dictionary containing filter rules:
+            "include_prefixes": List of prefixes. If provided, the method name
+                                MUST start with one of these prefixes.
+            "exclude_prefixes": List of prefixes. If provided, the method name
+                                MUST NOT start with any of these prefixes.
+
+    Returns:
+        bool: True if the method should be included, False otherwise.
+
+    Example:
+        >>> filters = {"include_prefixes": ["get_", "list_"], "exclude_prefixes": ["_internal_"]}
+        >>> _should_include_method("get_dataset", filters)
+        True
+        >>> _should_include_method("create_dataset", filters)
+        False
+        >>> _should_include_method("_internal_get_dataset", filters)
+        False
+    """
     if method_filters.get("include_prefixes"):
         if not any(
             method_name.startswith(p) for p in method_filters["include_prefixes"]
diff --git a/scripts/microgenerator/tests/unit/test_generate_filters.py b/scripts/microgenerator/tests/unit/test_generate_filters.py
new file mode 100644
index 000000000..3882237bf
--- /dev/null
+++ b/scripts/microgenerator/tests/unit/test_generate_filters.py
@@ -0,0 +1,129 @@
+import pytest
+from scripts.microgenerator.generate import (
+    _should_include_class,
+    _should_include_method,
+)
+
+
+# Tests for _should_include_class
+@pytest.mark.parametrize(
+    "class_name, filters, expected",
+    [
+        pytest.param("MyClass", {}, True, id="No filters"),
+        pytest.param(
+            "DatasetClient",
+            {"include_suffixes": ["Client", "Service"]},
+            True,
+            id="Include suffix match",
+        ),
+        pytest.param(
+            "MyClass",
+            {"include_suffixes": ["Client", "Service"]},
+            False,
+            id="Include suffix no match",
+        ),
+        pytest.param(
+            "MyBase",
+            {"exclude_suffixes": ["Base", "Util"]},
+            False,
+            id="Exclude suffix match",
+        ),
+        pytest.param(
+            "MyClass",
+            {"exclude_suffixes": ["Base", "Util"]},
+            True,
+            id="Exclude suffix no match",
+        ),
+        pytest.param(
+            "DatasetClient",
+            {"include_suffixes": ["Client"], "exclude_suffixes": ["BaseClient"]},
+            True,
+            id="Mix include/exclude match",
+        ),
+        pytest.param(
+            "BaseClient",
+            {"include_suffixes": ["Client"], "exclude_suffixes": ["BaseClient"]},
+            False,
+            id="Mix include/exclude no match",
+        ),
+        pytest.param(
+            "MyClass",
+            {"include_suffixes": [], "exclude_suffixes": []},
+            True,
+            id="Empty filters",
+        ),
+    ],
+)
+def test_should_include_class(class_name, filters, expected):
+    assert _should_include_class(class_name, filters) is expected
+
+
+# Tests for _should_include_method
+@pytest.mark.parametrize(
+    "method_name, filters, expected",
+    [
+        pytest.param("my_method", {}, True, id="No filters"),
+        pytest.param(
+            "get_dataset",
+            {"include_prefixes": ["get_", "list_"]},
+            True,
+            id="Include prefix match (get)",
+        ),
+        pytest.param(
+            "list_jobs",
+            {"include_prefixes": ["get_", "list_"]},
+            True,
+            id="Include prefix match (list)",
+        ),
+        pytest.param(
+            "create_dataset",
+            {"include_prefixes": ["get_", "list_"]},
+            False,
+            id="Include prefix no match",
+        ),
+        pytest.param(
+            "_private_method",
+            {"exclude_prefixes": ["_", "internal_"]},
+            False,
+            id="Exclude prefix match (private)",
+        ),
+        pytest.param(
+            "internal_helper",
+            {"exclude_prefixes": ["_", "internal_"]},
+            False,
+            id="Exclude prefix match (internal)",
+        ),
+        pytest.param(
+            "get_dataset",
+            {"exclude_prefixes": ["_", "internal_"]},
+            True,
+            id="Exclude prefix no match",
+        ),
+        pytest.param(
+            "get_dataset",
+            {"include_prefixes": ["get_"], "exclude_prefixes": ["get_internal_"]},
+            True,
+            id="Mix include/exclude match",
+        ),
+        pytest.param(
+            "get_internal_status",
+            {"include_prefixes": ["get_"], "exclude_prefixes": ["get_internal_"]},
+            False,
+            id="Mix include/exclude no match (exclude wins)",
+        ),
+        pytest.param(
+            "list_datasets",
+            {"include_prefixes": ["get_"], "exclude_prefixes": ["get_internal_"]},
+            False,
+            id="Mix include/exclude no match (include fails)",
+        ),
+        pytest.param(
+            "my_method",
+            {"include_prefixes": [], "exclude_prefixes": []},
+            True,
+            id="Empty filters",
+        ),
+    ],
+)
+def test_should_include_method(method_name, filters, expected):
+    assert _should_include_method(method_name, filters) is expected