diff --git a/comfy_config/config_parser.py b/comfy_config/config_parser.py
index d0c156887..b871f307f 100644
--- a/comfy_config/config_parser.py
+++ b/comfy_config/config_parser.py
@@ -14,61 +14,73 @@ from comfy_config.types import (
 )
 
 """
-Extract configuration from a custom node directory's pyproject.toml file.
+Extract configuration from a custom node directory's pyproject.toml file or a Python file.
 
 This function reads and parses the pyproject.toml file in the specified directory
 to extract project and ComfyUI-specific configuration information. If no
 pyproject.toml file is found, it creates a minimal configuration using the
-folder name as the project name.
+folder name as the project name. If a Python file is provided, it uses the
+file name (without extension) as the project name.
 
 Args:
-    path (str): Path to the directory containing the pyproject.toml file.
-               If pyproject.toml doesn't exist, the folder name will be used
-               as the default project name.
+    path (str): Path to the directory containing the pyproject.toml file, or
+               path to a .py file. If pyproject.toml doesn't exist in a directory,
+               the folder name will be used as the default project name. If a .py
+               file is provided, the filename (without .py extension) will be used
+               as the project name.
 
 Returns:
     Optional[PyProjectConfig]: A PyProjectConfig object containing:
         - project: Basic project information (name, version, dependencies, etc.)
         - tool_comfy: ComfyUI-specific configuration (publisher_id, models, etc.)
-        Returns None if configuration extraction fails.
+        Returns None if configuration extraction fails or if the provided file
+        is not a Python file.
 
 Notes:
-    - If pyproject.toml is missing, creates a default config with folder name
+    - If pyproject.toml is missing in a directory, creates a default config with folder name
+    - If a .py file is provided, creates a default config with filename (without extension)
+    - Returns None for non-Python files
 
 Example:
     >>> from comfy_config import config_parser
+    >>> # For directory
     >>> custom_node_dir = os.path.dirname(os.path.realpath(__file__))
     >>> project_config = config_parser.extract_node_configuration(custom_node_dir)
     >>> print(project_config.project.name)  # "my_custom_node" or name from pyproject.toml
-    >>> nodes.EXTENSION_WEB_DIRS[project_config.project.name] = js_dir
+    >>> 
+    >>> # For single-file Python node file
+    >>> py_file_path = os.path.realpath(__file__) # "/path/to/my_node.py"
+    >>> project_config = config_parser.extract_node_configuration(py_file_path)
+    >>> print(project_config.project.name)  # "my_node"
 """
 def extract_node_configuration(path) -> Optional[PyProjectConfig]:
+    if os.path.isfile(path):
+        file_path = Path(path)
+
+        if file_path.suffix.lower() != '.py':
+            return None
+
+        project_name = file_path.stem
+        project = ProjectConfig(name=project_name)
+        comfy = ComfyConfig()
+        return PyProjectConfig(project=project, tool_comfy=comfy)
+
     folder_name = os.path.basename(path)
     toml_path = Path(path) / "pyproject.toml"
 
     if not toml_path.exists():
-        logging.warning("No pyproject.toml file found, using folder name as project name")
+        project = ProjectConfig(name=folder_name)
+        comfy = ComfyConfig()
+        return PyProjectConfig(project=project, tool_comfy=comfy)
 
-        try:
-            project = ProjectConfig(name=folder_name)
-            comfy = ComfyConfig()
-            return PyProjectConfig(project=project, tool_comfy=comfy)
-        except ValidationError as e:
-            logging.error(f"Failed to create default configuration: {e}")
-            return None
+    raw_settings = load_pyproject_settings(toml_path)
 
-    try:
-        raw_settings = load_pyproject_settings(toml_path)
+    project_data = raw_settings.project
 
-        project_data = raw_settings.project
+    tool_data = raw_settings.tool
+    comfy_data = tool_data.get("comfy", {}) if tool_data else {}
 
-        tool_data = raw_settings.tool
-        comfy_data = tool_data.get("comfy", {}) if tool_data else {}
-
-        return PyProjectConfig(project=project_data, tool_comfy=comfy_data)
-    except Exception as e:
-        logging.error(f"Failed to load configuration from {toml_path}: {e}")
-        return None
+    return PyProjectConfig(project=project_data, tool_comfy=comfy_data)
 
 
 def load_pyproject_settings(toml_path: Path) -> PyProjectSettings: