Track custom node startup errors and expose via API endpoint

Store import and prestartup errors in NODE_STARTUP_ERRORS dict (nodes.py,
main.py) and add GET /custom_node_startup_errors endpoint (server.py) so
the frontend/Manager can distinguish failed imports from missing nodes.

Ref: ComfyUI-Launcher#303
Amp-Thread-ID: https://ampcode.com/threads/T-019d2346-6e6f-75e0-a97f-cdb6e26859f7
Co-authored-by: Amp <amp@ampcode.com>

main.py

@@ -139,7 +139,16 @@ def execute_prestartup_script():
             spec.loader.exec_module(module)
             return True
         except Exception as e:
+            import traceback
             logging.error(f"Failed to execute startup-script: {script_path} / {e}")
+            from nodes import NODE_STARTUP_ERRORS, get_module_name
+            node_module_name = get_module_name(os.path.dirname(script_path))
+            NODE_STARTUP_ERRORS[node_module_name] = {
+                "module_path": os.path.dirname(script_path),
+                "error": str(e),
+                "traceback": traceback.format_exc(),
+                "phase": "prestartup",
+            }
         return False
 
     node_paths = folder_paths.get_folder_paths("custom_nodes")

nodes.py

@@ -2181,6 +2181,9 @@ EXTENSION_WEB_DIRS = {}
 # Dictionary of successfully loaded module names and associated directories.
 LOADED_MODULE_DIRS = {}
 
+# Dictionary of custom node startup errors, keyed by module name.
+NODE_STARTUP_ERRORS: dict[str, dict] = {}
+
 
 def get_module_name(module_path: str) -> str:
     """
@@ -2298,6 +2301,13 @@ async def load_custom_node(module_path: str, ignore=set(), module_parent="custom
     except Exception as e:
         logging.warning(traceback.format_exc())
         logging.warning(f"Cannot import {module_path} module for custom nodes: {e}")
+        module_name = get_module_name(module_path)
+        NODE_STARTUP_ERRORS[module_name] = {
+            "module_path": module_path,
+            "error": str(e),
+            "traceback": traceback.format_exc(),
+            "phase": "import",
+        }
         return False
 
 async def init_external_custom_nodes():

server.py

@@ -753,6 +753,10 @@ class PromptServer():
                 out[node_class] = node_info(node_class)
             return web.json_response(out)
 
+        @routes.get("/custom_node_startup_errors")
+        async def get_custom_node_startup_errors(request):
+            return web.json_response(nodes.NODE_STARTUP_ERRORS)
+
         @routes.get("/api/jobs")
         async def get_jobs(request):
             """List all jobs with filtering, sorting, and pagination.