update README.md

* Added ComfyUI Virtual Webcam plugin to custom-node-list.json

The ComfyUI Virtual Webcam allows you to stream your ksampler output images to a webcam driver

* Update custom-node-list.json

---------

Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>

.github/workflows/publish-to-pypi.yml

@@ -0,0 +1,58 @@
+name: Publish to PyPI
+
+on:
+  workflow_dispatch:
+  push:
+    branches:
+      - draft-v4
+    paths:
+      - "pyproject.toml"
+
+jobs:
+  build-and-publish:
+    runs-on: ubuntu-latest
+    if: ${{ github.repository_owner == 'ltdrdata' || github.repository_owner == 'Comfy-Org' }}
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: '3.9'
+
+      - name: Install build dependencies
+        run: |
+          python -m pip install --upgrade pip
+          python -m pip install build twine
+
+      - name: Get current version
+        id: current_version
+        run: |
+          CURRENT_VERSION=$(grep -oP 'version = "\K[^"]+' pyproject.toml)
+          echo "version=$CURRENT_VERSION" >> $GITHUB_OUTPUT
+          echo "Current version: $CURRENT_VERSION"
+
+      - name: Build package
+        run: python -m build
+
+      - name: Create GitHub Release
+        id: create_release
+        uses: softprops/action-gh-release@v2
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          files: dist/*
+          tag_name: v${{ steps.current_version.outputs.version }}
+          draft: false
+          prerelease: false
+          generate_release_notes: true
+
+      - name: Publish to PyPI
+        uses: pypa/gh-action-pypi-publish@release/v1
+        with:
+          password: ${{ secrets.PYPI_TOKEN }}
+          skip-existing: true
+          verbose: true 

README.md

@@ -1,16 +1,26 @@
-# ComfyUI Manager
+# ComfyUI Manager (V3.0)
+
+## Introducing the New ComfyUI Manager (V4.0)
+
+This branch is a temporary branch maintained for users of the older ComfyUI. It will be kept for a limited time and then replaced by the [manager-v4](https://github.com/Comfy-Org/ComfyUI-Manager/tree/manager-v4) branch. (This branch will be renamed to the `manager-v3` branch.)
+
+Previously, **ComfyUI Manager** functioned as a somewhat independent extension of ComfyUI, requiring users to install it via `git clone`. This branch will continue to exist for a while to ensure that using `git clone` with older versions of ComfyUI does not cause problems.
+
+The new **ComfyUI Manager** is now managed as an optional dependency of ComfyUI. This means that if you are using the new ComfyUI, you no longer need to visit this repository to use **ComfyUI Manager**.
+
+**Notes:**
+
+* **ComfyUI Manager** is now available as a package on PyPI: [https://pypi.org/project/comfyui-manager](https://pypi.org/project/comfyui-manager)
+* Even if the **ComfyUI Manager** dependency is installed, you must enable it by adding the `--enable-manager` option when running ComfyUI.
+* Once the new **ComfyUI Manager** is enabled, any copy of **comfyui-manager** installed under `ComfyUI/custom_nodes` will be disabled.
+* Please make all future contributions for feature improvements and bug fixes to the manager-v4 branch.
+* For now, custom node registration will continue in this branch as well, but it will eventually be fully replaced by registration through https://registry.comfy.org via `pyproject.toml` ([guide](https://docs.comfy.org/registry/overview)).
+---
 
 **ComfyUI-Manager** is an extension designed to enhance the usability of [ComfyUI](https://github.com/comfyanonymous/ComfyUI). It offers management functions to **install, remove, disable, and enable** various custom nodes of ComfyUI. Furthermore, this extension provides a hub feature and convenience functions to access a wide range of information within ComfyUI.
 
 ![menu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/refs/heads/Main/ComfyUI-Manager/images/dialog.jpg)
 
-## NOTICE
-* V3.16: Support for `uv` has been added. Set `use_uv` in `config.ini`.
-* V3.10: `double-click feature` is removed
-  * This feature has been moved to https://github.com/ltdrdata/comfyui-connection-helper
-* V3.3.2: Overhauled. Officially supports [https://comfyregistry.org/](https://comfyregistry.org/).
-* You can see whole nodes info on [ComfyUI Nodes Info](https://ltdrdata.github.io/) page.
-
 ## Installation
 
 ### Installation[method1] (General installation method: ComfyUI-Manager only)

cm-cli.py

@@ -46,10 +46,7 @@ comfyui_manager_path = os.path.abspath(os.path.dirname(__file__))
 cm_global.pip_blacklist = {'torch', 'torchaudio', 'torchsde', 'torchvision'}
 cm_global.pip_downgrade_blacklist = ['torch', 'torchaudio', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']
 
-if sys.version_info < (3, 13):
+cm_global.pip_overrides = {}
-    cm_global.pip_overrides = {'numpy': 'numpy<2'}
-else:
-    cm_global.pip_overrides = {}
 
 if os.path.exists(os.path.join(manager_util.comfyui_manager_path, "pip_overrides.json")):
     with open(os.path.join(manager_util.comfyui_manager_path, "pip_overrides.json"), 'r', encoding="UTF-8", errors="ignore") as json_file:
@@ -152,9 +149,6 @@ class Ctx:
             with open(core.manager_pip_overrides_path, 'r', encoding="UTF-8", errors="ignore") as json_file:
                 cm_global.pip_overrides = json.load(json_file)
 
-                if sys.version_info < (3, 13):
-                    cm_global.pip_overrides = {'numpy': 'numpy<2'}
-
         if os.path.exists(core.manager_pip_blacklist_path):
             with open(core.manager_pip_blacklist_path, 'r', encoding="UTF-8", errors="ignore") as f:
                 for x in f.readlines():

glob/README.md

@@ -0,0 +1,53 @@
+# ComfyUI-Manager: Core Backend (glob)
+
+This directory contains the Python backend modules that power ComfyUI-Manager, handling the core functionality of node management, downloading, security, and server operations.
+
+## Core Modules
+
+- **manager_core.py**: The central implementation of management functions, handling configuration, installation, updates, and node management.
+- **manager_server.py**: Implements server functionality and API endpoints for the web interface to interact with the backend.
+- **manager_downloader.py**: Handles downloading operations for models, extensions, and other resources.
+- **manager_util.py**: Provides utility functions used throughout the system.
+
+## Specialized Modules
+
+- **cm_global.py**: Maintains global variables and state management across the system.
+- **cnr_utils.py**: Helper utilities for interacting with the custom node registry (CNR).
+- **git_utils.py**: Git-specific utilities for repository operations.
+- **node_package.py**: Handles the packaging and installation of node extensions.
+- **security_check.py**: Implements the multi-level security system for installation safety.
+- **share_3rdparty.py**: Manages integration with third-party sharing platforms.
+
+## Architecture
+
+The backend follows a modular design pattern with clear separation of concerns:
+
+1. **Core Layer**: Manager modules provide the primary API and business logic
+2. **Utility Layer**: Helper modules provide specialized functionality
+3. **Integration Layer**: Modules that connect to external systems
+
+## Security Model
+
+The system implements a comprehensive security framework with multiple levels:
+
+- **Block**: Highest security - blocks most remote operations
+- **High**: Allows only specific trusted operations
+- **Middle**: Standard security for most users
+- **Normal-**: More permissive for advanced users
+- **Weak**: Lowest security for development environments
+
+## Implementation Details
+
+- The backend is designed to work seamlessly with ComfyUI
+- Asynchronous task queuing is implemented for background operations
+- The system supports multiple installation modes
+- Error handling and risk assessment are integrated throughout the codebase
+
+## API Integration
+
+The backend exposes a REST API via `manager_server.py` that enables:
+- Custom node management (install, update, disable, remove)
+- Model downloading and organization
+- System configuration
+- Snapshot management
+- Workflow component handling

glob/cnr_utils.py

@@ -179,7 +179,7 @@ def install_node(node_id, version=None):
     else:
         url = f"{base_url}/nodes/{node_id}/install?version={version}"
 
-    response = requests.get(url)
+    response = requests.get(url, verify=not manager_util.bypass_ssl)
     if response.status_code == 200:
         # Convert the API response to a NodeVersion object
         return map_node_version(response.json())
@@ -190,7 +190,7 @@ def install_node(node_id, version=None):
 def all_versions_of_node(node_id):
     url = f"{base_url}/nodes/{node_id}/versions?statuses=NodeVersionStatusActive&statuses=NodeVersionStatusPending"
 
-    response = requests.get(url)
+    response = requests.get(url, verify=not manager_util.bypass_ssl)
     if response.status_code == 200:
         return response.json()
     else:

glob/git_utils.py

@@ -46,6 +46,8 @@ def git_url(fullpath):
 
     for k, v in config.items():
         if k.startswith('remote ') and 'url' in v:
+            if 'Comfy-Org/ComfyUI-Manager' in v['url']:
+                return "https://github.com/ltdrdata/ComfyUI-Manager"
             return v['url']
 
     return None

glob/manager_core.py

@@ -43,7 +43,7 @@ import manager_downloader
 from node_package import InstalledNodePackage
 
 
-version_code = [3, 32, 3]
+version_code = [3, 37]
 version_str = f"V{version_code[0]}.{version_code[1]}" + (f'.{version_code[2]}' if len(version_code) > 2 else '')
 
 
@@ -400,18 +400,86 @@ class ManagedResult:
         return self
 
 
+class NormalizedKeyDict:
+    def __init__(self):
+        self._store = {}
+        self._key_map = {}
+
+    def _normalize_key(self, key):
+        if isinstance(key, str):
+            return key.strip().lower()
+        return key
+
+    def __setitem__(self, key, value):
+        norm_key = self._normalize_key(key)
+        self._key_map[norm_key] = key
+        self._store[key] = value
+
+    def __getitem__(self, key):
+        norm_key = self._normalize_key(key)
+        original_key = self._key_map[norm_key]
+        return self._store[original_key]
+
+    def __delitem__(self, key):
+        norm_key = self._normalize_key(key)
+        original_key = self._key_map.pop(norm_key)
+        del self._store[original_key]
+
+    def __contains__(self, key):
+        return self._normalize_key(key) in self._key_map
+
+    def get(self, key, default=None):
+        return self[key] if key in self else default
+
+    def setdefault(self, key, default=None):
+        if key in self:
+            return self[key]
+        self[key] = default
+        return default
+
+    def pop(self, key, default=None):
+        if key in self:
+            val = self[key]
+            del self[key]
+            return val
+        if default is not None:
+            return default
+        raise KeyError(key)
+
+    def keys(self):
+        return self._store.keys()
+
+    def values(self):
+        return self._store.values()
+
+    def items(self):
+        return self._store.items()
+
+    def __iter__(self):
+        return iter(self._store)
+
+    def __len__(self):
+        return len(self._store)
+
+    def __repr__(self):
+        return repr(self._store)
+
+    def to_dict(self):
+        return dict(self._store)
+
+
 class UnifiedManager:
     def __init__(self):
         self.installed_node_packages: dict[str, InstalledNodePackage] = {}
 
-        self.cnr_inactive_nodes = {}       # node_id -> node_version -> fullpath
+        self.cnr_inactive_nodes = NormalizedKeyDict()       # node_id -> node_version -> fullpath
-        self.nightly_inactive_nodes = {}   # node_id -> fullpath
+        self.nightly_inactive_nodes = NormalizedKeyDict()   # node_id -> fullpath
-        self.unknown_inactive_nodes = {}   # node_id -> repo url * fullpath
+        self.unknown_inactive_nodes = {}                    # node_id -> repo url * fullpath
-        self.active_nodes = {}             # node_id -> node_version * fullpath
+        self.active_nodes = NormalizedKeyDict()             # node_id -> node_version * fullpath
-        self.unknown_active_nodes = {}     # node_id -> repo url * fullpath
+        self.unknown_active_nodes = {}                      # node_id -> repo url * fullpath
-        self.cnr_map = {}                  # node_id -> cnr info
+        self.cnr_map = NormalizedKeyDict()                  # node_id -> cnr info
-        self.repo_cnr_map = {}             # repo_url -> cnr info
+        self.repo_cnr_map = {}                              # repo_url -> cnr info
-        self.custom_node_map_cache = {}    # (channel, mode) -> augmented custom node list json
+        self.custom_node_map_cache = {}                     # (channel, mode) -> augmented custom node list json
         self.processed_install = set()
 
     def get_module_name(self, x):
@@ -814,7 +882,7 @@ class UnifiedManager:
         channel = normalize_channel(channel)
         nodes = await self.load_nightly(channel, mode)
 
-        res = {}
+        res = NormalizedKeyDict()
         added_cnr = set()
         for v in nodes.values():
             v = v[0]
@@ -1416,6 +1484,7 @@ class UnifiedManager:
                 return ManagedResult('skip')
             elif self.is_disabled(node_id):
                 return self.unified_enable(node_id)
+
             else:
                 version_spec = self.resolve_unspecified_version(node_id)
 
@@ -1643,11 +1712,13 @@ def read_config():
         config = configparser.ConfigParser(strict=False)
         config.read(manager_config_path)
         default_conf = config['default']
-        manager_util.use_uv = default_conf['use_uv'].lower() == 'true' if 'use_uv' in default_conf else False
 
         def get_bool(key, default_value):
             return default_conf[key].lower() == 'true' if key in default_conf else False
 
+        manager_util.use_uv = default_conf['use_uv'].lower() == 'true' if 'use_uv' in default_conf else False
+        manager_util.bypass_ssl = get_bool('bypass_ssl', False)
+
         return {
                     'http_channel_enabled': get_bool('http_channel_enabled', False),
                     'preview_method': default_conf.get('preview_method', manager_funcs.get_current_preview_method()).lower(),
@@ -1670,16 +1741,20 @@ def read_config():
                }
 
     except Exception:
-        manager_util.use_uv = False
+        import importlib.util
+        # temporary disable `uv` on Windows by default (https://github.com/Comfy-Org/ComfyUI-Manager/issues/1969)
+        manager_util.use_uv = importlib.util.find_spec("uv") is not None and platform.system() != "Windows"
+        manager_util.bypass_ssl = False
+
         return {
             'http_channel_enabled': False,
             'preview_method': manager_funcs.get_current_preview_method(),
             'git_exe': '',
-            'use_uv': False,
+            'use_uv': manager_util.use_uv,
             'channel_url': DEFAULT_CHANNEL,
             'default_cache_as_channel_url': False,
             'share_option': 'all',
-            'bypass_ssl': False,
+            'bypass_ssl': manager_util.bypass_ssl,
             'file_logging': True,
             'component_policy': 'workflow',
             'update_policy': 'stable-comfyui',
@@ -2876,7 +2951,7 @@ async def get_unified_total_nodes(channel, mode, regsitry_cache_mode='cache'):
 
         if cnr_id is not None:
             # cnr or nightly version
-            cnr_ids.remove(cnr_id)
+            cnr_ids.discard(cnr_id)
             updatable = False
             cnr = unified_manager.cnr_map[cnr_id]
 
@@ -3040,6 +3115,11 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
             info = yaml.load(snapshot_file, Loader=yaml.SafeLoader)
             info = info['custom_nodes']
 
+        if 'pips' in info and info['pips']:
+            pips = info['pips']
+        else:
+            pips = {}
+
         # for cnr restore
         cnr_info = info.get('cnr_custom_nodes')
         if cnr_info is not None:
@@ -3246,6 +3326,8 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
         unified_manager.repo_install(repo_url, to_path, instant_execution=True, no_deps=False, return_postinstall=False)
         cloned_repos.append(repo_name)
 
+    manager_util.restore_pip_snapshot(pips, git_helper_extras)
+
     # print summary
     for x in cloned_repos:
         print(f"[ INSTALLED ] {x}")

glob/manager_downloader.py

@@ -55,7 +55,11 @@ def download_url(model_url: str, model_dir: str, filename: str):
         return aria2_download_url(model_url, model_dir, filename)
     else:
         from torchvision.datasets.utils import download_url as torchvision_download_url
-        return torchvision_download_url(model_url, model_dir, filename)
+        try:
+            return torchvision_download_url(model_url, model_dir, filename)
+        except Exception as e:
+            logging.error(f"[ComfyUI-Manager] Failed to download: {model_url} / {repr(e)}")
+            raise
 
 
 def aria2_find_task(dir: str, filename: str):

glob/manager_server.py

@@ -181,7 +181,10 @@ def set_preview_method(method):
     core.get_config()['preview_method'] = method
 
 
-set_preview_method(core.get_config()['preview_method'])
+if args.preview_method == latent_preview.LatentPreviewMethod.NoPreviews:
+    set_preview_method(core.get_config()['preview_method'])
+else:
+    logging.warning("[ComfyUI-Manager] Since --preview-method is set, ComfyUI-Manager's preview method feature will be ignored.")
 
 
 def set_component_policy(mode):
@@ -437,7 +440,10 @@ async def task_worker():
 
             if res.ver == 'unknown':
                 url = core.unified_manager.unknown_active_nodes[node_name][0]
-                title = os.path.basename(url)
+                try:
+                    title = os.path.basename(url)
+                except Exception:
+                    title = node_name
             else:
                 url = core.unified_manager.cnr_map[node_name].get('repository')
                 title = core.unified_manager.cnr_map[node_name]['name']
@@ -583,7 +589,7 @@ async def task_worker():
                 return 'success'
 
         except Exception as e:
-            logging.error(f"[ComfyUI-Manager] ERROR: {e}", file=sys.stderr)
+            logging.error(f"[ComfyUI-Manager] ERROR: {e}")
 
         return f"Model installation error: {model_url}"
 
@@ -859,7 +865,7 @@ async def fetch_customnode_list(request):
 
         channel = found
 
-    result = dict(channel=channel, node_packs=node_packs)
+    result = dict(channel=channel, node_packs=node_packs.to_dict())
 
     return web.json_response(result, content_type='application/json')
 

glob/manager_util.py

@@ -15,7 +15,7 @@ import re
 import logging
 import platform
 import shlex
-import cm_global
+from functools import lru_cache
 
 
 cache_lock = threading.Lock()
@@ -24,7 +24,7 @@ comfyui_manager_path = os.path.abspath(os.path.join(os.path.dirname(__file__), '
 cache_dir = os.path.join(comfyui_manager_path, '.cache')  # This path is also updated together in **manager_core.update_user_directory**.
 
 use_uv = False
-
+bypass_ssl = False
 
 def add_python_path_to_env():
     if platform.system() != "Windows":
@@ -35,18 +35,64 @@ def add_python_path_to_env():
     os.environ['PATH'] = os.path.dirname(sys.executable)+sep+os.environ['PATH']
 
 
+@lru_cache(maxsize=2)
+def get_pip_cmd(force_uv=False):
+    """
+    Get the base pip command, with automatic fallback to uv if pip is unavailable.
+
+    Args:
+        force_uv (bool): If True, use uv directly without trying pip
+
+    Returns:
+        list: Base command for pip operations
+    """
+    embedded = 'python_embeded' in sys.executable
+
+    # Try pip first (unless forcing uv)
+    if not force_uv:
+        try:
+            test_cmd = [sys.executable] + (['-s'] if embedded else []) + ['-m', 'pip', '--version']
+            subprocess.check_output(test_cmd, stderr=subprocess.DEVNULL, timeout=5)
+            return [sys.executable] + (['-s'] if embedded else []) + ['-m', 'pip']
+        except Exception:
+            logging.warning("[ComfyUI-Manager] python -m pip not available. Falling back to uv.")
+
+    # Try uv (either forced or pip failed)
+    import shutil
+
+    # Try uv as Python module
+    try:
+        test_cmd = [sys.executable] + (['-s'] if embedded else []) + ['-m', 'uv', '--version']
+        subprocess.check_output(test_cmd, stderr=subprocess.DEVNULL, timeout=5)
+        logging.info("[ComfyUI-Manager] Using uv as Python module for pip operations.")
+        return [sys.executable] + (['-s'] if embedded else []) + ['-m', 'uv', 'pip']
+    except Exception:
+        pass
+
+    # Try standalone uv
+    if shutil.which('uv'):
+        logging.info("[ComfyUI-Manager] Using standalone uv for pip operations.")
+        return ['uv', 'pip']
+
+    # Nothing worked
+    logging.error("[ComfyUI-Manager] Neither python -m pip nor uv are available. Cannot proceed with package operations.")
+    raise Exception("Neither pip nor uv are available for package management")
+
+
 def make_pip_cmd(cmd):
-    if 'python_embeded' in sys.executable:
+    """
-        if use_uv:
+    Create a pip command by combining the cached base pip command with the given arguments.
-            return [sys.executable, '-s', '-m', 'uv', 'pip'] + cmd
+
-        else:
+    Args:
-            return [sys.executable, '-s', '-m', 'pip'] + cmd
+        cmd (list): List of pip command arguments (e.g., ['install', 'package'])
-    else:
+
-        # FIXED: https://github.com/ltdrdata/ComfyUI-Manager/issues/1667
+    Returns:
-        if use_uv:
+        list: Complete command list ready for subprocess execution
-            return [sys.executable, '-m', 'uv', 'pip'] + cmd
+    """
-        else:
+    global use_uv
-            return [sys.executable, '-m', 'pip'] + cmd
+    base_cmd = get_pip_cmd(force_uv=use_uv)
+    return base_cmd + cmd
+
 
 # DON'T USE StrictVersion - cannot handle pre_release version
 # try:
@@ -137,7 +183,7 @@ async def get_data(uri, silent=False):
         print(f"FETCH DATA from: {uri}", end="")
 
     if uri.startswith("http"):
-        async with aiohttp.ClientSession(trust_env=True, connector=aiohttp.TCPConnector(verify_ssl=False)) as session:
+        async with aiohttp.ClientSession(trust_env=True, connector=aiohttp.TCPConnector(verify_ssl=not bypass_ssl)) as session:
             headers = {
                 'Cache-Control': 'no-cache',
                 'Pragma': 'no-cache',
@@ -327,6 +373,32 @@ torch_torchvision_torchaudio_version_map = {
 }
 
 
+def torch_rollback(prev):
+    spec = prev.split('+')
+    if len(spec) > 1:
+        platform = spec[1]
+    else:
+        cmd = make_pip_cmd(['install', '--force', 'torch', 'torchvision', 'torchaudio'])
+        subprocess.check_output(cmd, universal_newlines=True)
+        logging.error(cmd)
+        return
+
+    torch_ver = StrictVersion(spec[0])
+    torch_ver = f"{torch_ver.major}.{torch_ver.minor}.{torch_ver.patch}"
+    torch_torchvision_torchaudio_ver = torch_torchvision_torchaudio_version_map.get(torch_ver)
+
+    if torch_torchvision_torchaudio_ver is None:
+        cmd = make_pip_cmd(['install', '--pre', 'torch', 'torchvision', 'torchaudio',
+                            '--index-url', f"https://download.pytorch.org/whl/nightly/{platform}"])
+        logging.info("[ComfyUI-Manager] restore PyTorch to nightly version")
+    else:
+        torchvision_ver, torchaudio_ver = torch_torchvision_torchaudio_ver
+        cmd = make_pip_cmd(['install', f'torch=={torch_ver}', f'torchvision=={torchvision_ver}', f"torchaudio=={torchaudio_ver}",
+                            '--index-url', f"https://download.pytorch.org/whl/{platform}"])
+        logging.info(f"[ComfyUI-Manager] restore PyTorch to {torch_ver}+{platform}")
+
+    subprocess.check_output(cmd, universal_newlines=True)
+
 
 class PIPFixer:
     def __init__(self, prev_pip_versions, comfyui_path, manager_files_path):
@@ -334,32 +406,6 @@ class PIPFixer:
         self.comfyui_path = comfyui_path
         self.manager_files_path = manager_files_path
 
-    def torch_rollback(self):
-        spec = self.prev_pip_versions['torch'].split('+')
-        if len(spec) > 0:
-            platform = spec[1]
-        else:
-            cmd = make_pip_cmd(['install', '--force', 'torch', 'torchvision', 'torchaudio'])
-            subprocess.check_output(cmd, universal_newlines=True)
-            logging.error(cmd)
-            return
-
-        torch_ver = StrictVersion(spec[0])
-        torch_ver = f"{torch_ver.major}.{torch_ver.minor}.{torch_ver.patch}"
-        torch_torchvision_torchaudio_ver = torch_torchvision_torchaudio_version_map.get(torch_ver)
-
-        if torch_torchvision_torchaudio_ver is None:
-            cmd = make_pip_cmd(['install', '--pre', 'torch', 'torchvision', 'torchaudio',
-                                '--index-url', f"https://download.pytorch.org/whl/nightly/{platform}"])
-            logging.info("[ComfyUI-Manager] restore PyTorch to nightly version")
-        else:
-            torchvision_ver, torchaudio_ver = torch_torchvision_torchaudio_ver
-            cmd = make_pip_cmd(['install', f'torch=={torch_ver}', f'torchvision=={torchvision_ver}', f"torchaudio=={torchaudio_ver}",
-                                '--index-url', f"https://download.pytorch.org/whl/{platform}"])
-            logging.info(f"[ComfyUI-Manager] restore PyTorch to {torch_ver}+{platform}")
-
-        subprocess.check_output(cmd, universal_newlines=True)
-
     def fix_broken(self):
         new_pip_versions = get_installed_packages(True)
 
@@ -381,7 +427,7 @@ class PIPFixer:
             elif self.prev_pip_versions['torch'] != new_pip_versions['torch'] \
                 or self.prev_pip_versions['torchvision'] != new_pip_versions['torchvision'] \
                 or self.prev_pip_versions['torchaudio'] != new_pip_versions['torchaudio']:
-                    self.torch_rollback()
+                    torch_rollback(self.prev_pip_versions['torch'])
         except Exception as e:
             logging.error("[ComfyUI-Manager] Failed to restore PyTorch")
             logging.error(e)
@@ -412,32 +458,14 @@ class PIPFixer:
 
                 if len(targets) > 0:
                     for x in targets:
-                        if sys.version_info < (3, 13):
+                        cmd = make_pip_cmd(['install', f"{x}=={versions[0].version_string}"])
-                            cmd = make_pip_cmd(['install', f"{x}=={versions[0].version_string}", "numpy<2"])
+                        subprocess.check_output(cmd, universal_newlines=True)
-                            subprocess.check_output(cmd, universal_newlines=True)
 
                     logging.info(f"[ComfyUI-Manager] 'opencv' dependencies were fixed: {targets}")
         except Exception as e:
             logging.error("[ComfyUI-Manager] Failed to restore opencv")
             logging.error(e)
 
-        # fix numpy
-        if sys.version_info >= (3, 13):
-            logging.info("[ComfyUI-Manager] In Python 3.13 and above, PIP Fixer does not downgrade `numpy` below version 2.0. If you need to force a downgrade of `numpy`, please use `pip_auto_fix.list`.")
-        else:
-            try:
-                np = new_pip_versions.get('numpy')
-                if cm_global.pip_overrides.get('numpy') == 'numpy<2':
-                    if np is not None:
-                        if StrictVersion(np) >= StrictVersion('2'):
-                            cmd = make_pip_cmd(['install', "numpy<2"])
-                            subprocess.check_output(cmd , universal_newlines=True)
-
-                            logging.info("[ComfyUI-Manager] 'numpy' dependency were fixed")
-            except Exception as e:
-                logging.error("[ComfyUI-Manager] Failed to restore numpy")
-                logging.error(e)
-
         # fix missing frontend
         try:
             # NOTE: package name in requirements is 'comfyui-frontend-package'
@@ -476,7 +504,7 @@ class PIPFixer:
                         normalized_name = parsed['package'].lower().replace('-', '_')
                         if normalized_name in new_pip_versions:
                             if 'version' in parsed and 'operator' in parsed:
-                                cur = StrictVersion(new_pip_versions[parsed['package']])
+                                cur = StrictVersion(new_pip_versions[normalized_name])
                                 dest = parsed['version']
                                 op = parsed['operator']
                                 if cur == dest:
@@ -537,3 +565,69 @@ def robust_readlines(fullpath):
 
         print(f"[ComfyUI-Manager] Failed to recognize encoding for: {fullpath}")
         return []
+
+
+def restore_pip_snapshot(pips, options):
+    non_url = []
+    local_url = []
+    non_local_url = []
+
+    for k, v in pips.items():
+        # NOTE: skip torch related packages
+        if k.startswith("torch==") or k.startswith("torchvision==") or k.startswith("torchaudio==") or k.startswith("nvidia-"):
+            continue
+
+        if v == "":
+            non_url.append(k)
+        else:
+            if v.startswith('file:'):
+                local_url.append(v)
+            else:
+                non_local_url.append(v)
+
+
+    # restore other pips
+    failed = []
+    if '--pip-non-url' in options:
+        # try all at once
+        res = 1
+        try:
+            res = subprocess.check_output(make_pip_cmd(['install'] + non_url))
+        except Exception:
+            pass
+
+        # fallback
+        if res != 0:
+            for x in non_url:
+                res = 1
+                try:
+                    res = subprocess.check_output(make_pip_cmd(['install', '--no-deps', x]))
+                except Exception:
+                    pass
+
+                if res != 0:
+                    failed.append(x)
+
+    if '--pip-non-local-url' in options:
+        for x in non_local_url:
+            res = 1
+            try:
+                res = subprocess.check_output(make_pip_cmd(['install', '--no-deps', x]))
+            except Exception:
+                pass
+
+            if res != 0:
+                failed.append(x)
+
+    if '--pip-local-url' in options:
+        for x in local_url:
+            res = 1
+            try:
+                res = subprocess.check_output(make_pip_cmd(['install', '--no-deps', x]))
+            except Exception:
+                pass
+
+            if res != 0:
+                failed.append(x)
+
+    print(f"Installation failed for pip packages: {failed}")

glob/security_check.py

@@ -2,6 +2,8 @@ import sys
 import subprocess
 import os
 
+import manager_util
+
 
 def security_check():
     print("[START] Security scan")
@@ -66,18 +68,23 @@ https://blog.comfy.org/comfyui-statement-on-the-ultralytics-crypto-miner-situati
         "lolMiner": [os.path.join(comfyui_path, 'lolMiner')]
     }
 
-    installed_pips = subprocess.check_output([sys.executable, '-m', "pip", "freeze"], text=True)
+    installed_pips = subprocess.check_output(manager_util.make_pip_cmd(["freeze"]), text=True)
 
     detected = set()
     try:
-        anthropic_info = subprocess.check_output([sys.executable, '-m', "pip", "show", "anthropic"], text=True, stderr=subprocess.DEVNULL)
+        anthropic_info = subprocess.check_output(manager_util.make_pip_cmd(["show", "anthropic"]), text=True, stderr=subprocess.DEVNULL)
-        anthropic_reqs = [x for x in anthropic_info.split('\n') if x.startswith("Requires")][0].split(': ')[1]
+        requires_lines = [x for x in anthropic_info.split('\n') if x.startswith("Requires")]
-        if "pycrypto" in anthropic_reqs:
+        if requires_lines:
-            location = [x for x in anthropic_info.split('\n') if x.startswith("Location")][0].split(': ')[1]
+            anthropic_reqs = requires_lines[0].split(": ", 1)[1]
-            for fi in os.listdir(location):
+            if "pycrypto" in anthropic_reqs:
-                if fi.startswith("anthropic"):
+                location_lines = [x for x in anthropic_info.split('\n') if x.startswith("Location")]
-                    guide["ComfyUI_LLMVISION"] = f"\n0.Remove {os.path.join(location, fi)}" + guide["ComfyUI_LLMVISION"]
+                if location_lines:
-                    detected.add("ComfyUI_LLMVISION")
+                    location = location_lines[0].split(": ", 1)[1]
+                    for fi in os.listdir(location):
+                        if fi.startswith("anthropic"):
+                            guide["ComfyUI_LLMVISION"] = (f"\n0.Remove {os.path.join(location, fi)}" + guide["ComfyUI_LLMVISION"])
+                            detected.add("ComfyUI_LLMVISION")
+
     except subprocess.CalledProcessError:
         pass
 

glob/share_3rdparty.py

@@ -335,8 +335,7 @@ async def share_art(request):
         content_type = assetFileType
 
         try:
-            from matrix_client.api import MatrixHttpApi
+            from nio import AsyncClient, LoginResponse, UploadResponse
-            from matrix_client.client import MatrixClient
 
             homeserver = 'matrix.org'
             if matrix_auth:
@@ -345,20 +344,35 @@ async def share_art(request):
             if not homeserver.startswith("https://"):
                 homeserver = "https://" + homeserver
 
-            client = MatrixClient(homeserver)
+            client = AsyncClient(homeserver, matrix_auth['username'])
-            try:
+
-                token = client.login(username=matrix_auth['username'], password=matrix_auth['password'])
+            # Login
-                if not token:
+            login_resp = await client.login(matrix_auth['password'])
-                    return web.json_response({"error": "Invalid Matrix credentials."}, content_type='application/json', status=400)
+            if not isinstance(login_resp, LoginResponse) or not login_resp.access_token:
-            except:
+                await client.close()
                 return web.json_response({"error": "Invalid Matrix credentials."}, content_type='application/json', status=400)
 
-            matrix = MatrixHttpApi(homeserver, token=token)
+            # Upload asset
             with open(asset_filepath, 'rb') as f:
-                mxc_url = matrix.media_upload(f.read(), content_type, filename=filename)['content_uri']
+                upload_resp, _maybe_keys = await client.upload(f, content_type=content_type, filename=filename)
+                asset_data = f.seek(0) or f.read()  # get size for info below
+            if not isinstance(upload_resp, UploadResponse) or not upload_resp.content_uri:
+                await client.close()
+                return web.json_response({"error": "Failed to upload asset to Matrix."}, content_type='application/json', status=500)
+            mxc_url = upload_resp.content_uri
 
-            workflow_json_mxc_url = matrix.media_upload(prompt['workflow'], 'application/json', filename='workflow.json')['content_uri']
+            # Upload workflow JSON
+            import io
+            workflow_json_bytes = json.dumps(prompt['workflow']).encode('utf-8')
+            workflow_io = io.BytesIO(workflow_json_bytes)
+            upload_workflow_resp, _maybe_keys = await client.upload(workflow_io, content_type='application/json', filename='workflow.json')
+            workflow_io.seek(0)
+            if not isinstance(upload_workflow_resp, UploadResponse) or not upload_workflow_resp.content_uri:
+                await client.close()
+                return web.json_response({"error": "Failed to upload workflow to Matrix."}, content_type='application/json', status=500)
+            workflow_json_mxc_url = upload_workflow_resp.content_uri
 
+            # Send text message
             text_content = ""
             if title:
                 text_content += f"{title}\n"
@@ -366,9 +380,44 @@ async def share_art(request):
                 text_content += f"{description}\n"
             if credits:
                 text_content += f"\ncredits: {credits}\n"
-            matrix.send_message(comfyui_share_room_id, text_content)
+            await client.room_send(
-            matrix.send_content(comfyui_share_room_id, mxc_url, filename, 'm.image')
+                room_id=comfyui_share_room_id,
-            matrix.send_content(comfyui_share_room_id, workflow_json_mxc_url, 'workflow.json', 'm.file')
+                message_type="m.room.message",
+                content={"msgtype": "m.text", "body": text_content}
+            )
+
+            # Send image
+            await client.room_send(
+                room_id=comfyui_share_room_id,
+                message_type="m.room.message",
+                content={
+                    "msgtype": "m.image",
+                    "body": filename,
+                    "url": mxc_url,
+                    "info": {
+                        "mimetype": content_type,
+                        "size": len(asset_data)
+                    }
+                }
+            )
+
+            # Send workflow JSON file
+            await client.room_send(
+                room_id=comfyui_share_room_id,
+                message_type="m.room.message",
+                content={
+                    "msgtype": "m.file",
+                    "body": "workflow.json",
+                    "url": workflow_json_mxc_url,
+                    "info": {
+                        "mimetype": "application/json",
+                        "size": len(workflow_json_bytes)
+                    }
+                }
+            )
+
+            await client.close()
+
         except:
             import traceback
             traceback.print_exc()

js/README.md

@@ -0,0 +1,50 @@
+# ComfyUI-Manager: Frontend (js)
+
+This directory contains the JavaScript frontend implementation for ComfyUI-Manager, providing the user interface components that interact with the backend API.
+
+## Core Components
+
+- **comfyui-manager.js**: Main entry point that initializes the manager UI and integrates with ComfyUI.
+- **custom-nodes-manager.js**: Implements the UI for browsing, installing, and managing custom nodes.
+- **model-manager.js**: Handles the model management interface for downloading and organizing AI models.
+- **components-manager.js**: Manages reusable workflow components system.
+- **snapshot.js**: Implements the snapshot system for backing up and restoring installations.
+
+## Sharing Components
+
+- **comfyui-share-common.js**: Base functionality for workflow sharing features.
+- **comfyui-share-copus.js**: Integration with the ComfyUI Opus sharing platform.
+- **comfyui-share-openart.js**: Integration with the OpenArt sharing platform.
+- **comfyui-share-youml.js**: Integration with the YouML sharing platform.
+
+## Utility Components
+
+- **cm-api.js**: Client-side API wrapper for communication with the backend.
+- **common.js**: Shared utilities and helper functions used across the frontend.
+- **node_fixer.js**: Utilities for fixing disconnected links and repairing malformed nodes by recreating them while preserving connections.
+- **popover-helper.js**: UI component for popup tooltips and contextual information.
+- **turbogrid.esm.js**: Grid component library - https://github.com/cenfun/turbogrid
+- **workflow-metadata.js**: Handles workflow metadata parsing, validation and cross-repository compatibility including versioning, dependencies tracking, and resource management.
+
+## Architecture
+
+The frontend follows a modular component-based architecture:
+
+1. **Integration Layer**: Connects with ComfyUI's existing UI system
+2. **Manager Components**: Individual functional UI components (node manager, model manager, etc.)
+3. **Sharing Components**: Platform-specific sharing implementations
+4. **Utility Layer**: Reusable UI components and helpers
+
+## Implementation Details
+
+- The frontend integrates directly with ComfyUI's UI system through `app.js`
+- Dialog-based UI for most manager functions to avoid cluttering the main interface
+- Asynchronous API calls to handle backend operations without blocking the UI
+
+## Styling
+
+CSS files are included for specific components:
+- **custom-nodes-manager.css**: Styling for the node management UI
+- **model-manager.css**: Styling for the model management UI
+
+This frontend implementation provides a comprehensive yet user-friendly interface for managing the ComfyUI ecosystem.

js/comfyui-share-copus.js

@@ -71,7 +71,7 @@ export class CopusShareDialog extends ComfyDialog {
     this.allFiles = [];
     this.titleNum = 0;
   }
-  
+
   createButtons() {
     const inputStyle = {
       display: "block",
@@ -201,13 +201,15 @@ export class CopusShareDialog extends ComfyDialog {
     });
     this.LockInput = $el("input", {
       type: "text",
-      placeholder: "",
+      placeholder: "0",
-      style:  {
+      style: {
         width: "100px",
         padding: "7px",
+        paddingLeft: "30px",
         borderRadius: "4px",
         border: "1px solid #ddd",
         boxSizing: "border-box",
+        position: "relative",
       },
       oninput: (event) => {
         let input = event.target.value;
@@ -301,7 +303,7 @@ export class CopusShareDialog extends ComfyDialog {
       },
       []
     );
-    
+
     const titleNumDom = $el(
       "label",
       {
@@ -342,15 +344,11 @@ export class CopusShareDialog extends ComfyDialog {
       ["0/70"]
     );
     // Additional Inputs Section
-    const additionalInputsSection = $el(
+    const additionalInputsSection = $el("div", { style: { ...sectionStyle } }, [
-      "div",
+      $el("label", { style: labelStyle }, ["3️⃣ Title "]),
-      { style: { ...sectionStyle,  } },
+      this.TitleInput,
-      [
+      titleNumDom,
-        $el("label", { style: labelStyle }, ["3️⃣ Title "]),
+    ]);
-        this.TitleInput,
-        titleNumDom,
-      ]
-    );
     const SubtitleSection = $el("div", { style: sectionStyle }, [
       $el("label", { style: labelStyle }, ["4️⃣ Subtitle "]),
       this.SubTitleInput,
@@ -379,7 +377,7 @@ export class CopusShareDialog extends ComfyDialog {
     });
 
     const blockChainSection_lock = $el("div", { style: sectionStyle }, [
-      $el("label", { style: labelStyle }, ["6️⃣ Pay to download"]),
+      $el("label", { style: labelStyle }, ["6️⃣ Download threshold"]),
       $el(
         "label",
         {
@@ -392,11 +390,42 @@ export class CopusShareDialog extends ComfyDialog {
         },
         [
           this.radioButtonsCheck_lock,
-          $el("div", { style: { marginLeft: "5px" ,display:'flex',alignItems:'center'} }, [
+          $el(
-            $el("span", { style: { marginLeft: "5px" } }, ["ON"]),
+            "div",
-            $el("span", { style: { marginLeft: "20px",marginRight:'10px' ,color:'#fff'} }, ["Price US$"]),
+            {
-            this.LockInput
+              style: {
-          ]),
+                marginLeft: "5px",
+                display: "flex",
+                alignItems: "center",
+                position: "relative",
+              },
+            },
+            [
+              $el("span", { style: { marginLeft: "5px" } }, ["ON"]),
+              $el(
+                "span",
+                {
+                  style: {
+                    marginLeft: "20px",
+                    marginRight: "10px",
+                    color: "#fff",
+                  },
+                },
+                ["Unlock with"]
+              ),
+              $el("img", {
+                style: {
+                  width: "16px",
+                  height: "16px",
+                  position: "absolute",
+                  right: "75px",
+                  zIndex: "100",
+                },
+                src: "https://static.copus.io/images/admin/202507/prod/e2919a1d8f3c2d99d3b8fe27ff94b841.png",
+              }),
+              this.LockInput,
+            ]
+          ),
         ]
       ),
       $el(
@@ -404,14 +433,25 @@ export class CopusShareDialog extends ComfyDialog {
         { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
         [
           this.radioButtonsCheckOff_lock,
-          $el("span", { style: { marginLeft: "5px" } }, ["OFF"]),
+          $el(
+            "div",
+            {
+              style: {
+                marginLeft: "5px",
+                display: "flex",
+                alignItems: "center",
+              },
+            },
+            [$el("span", { style: { marginLeft: "5px" } }, ["OFF"])]
+          ),
         ]
       ),
-      
+
       $el(
         "p",
         { style: { fontSize: "16px", color: "#fff", margin: "10px 0 0 0" } },
-        ["Get paid from your workflow. You can change the price and withdraw your earnings on Copus."]
+        [
+        ]
       ),
     ]);
 
@@ -432,7 +472,7 @@ export class CopusShareDialog extends ComfyDialog {
     });
 
     const blockChainSection = $el("div", { style: sectionStyle }, [
-      $el("label", { style: labelStyle }, ["7️⃣ Store on blockchain "]),
+      $el("label", { style: labelStyle }, ["8️⃣ Store on blockchain "]),
       $el(
         "label",
         {
@@ -463,6 +503,139 @@ export class CopusShareDialog extends ComfyDialog {
       ),
     ]);
 
+    this.ratingRadioButtonsCheck0 = $el("input", {
+      type: "radio",
+      name: "content_rating",
+      value: "0",
+      id: "content_rating0",
+    });
+    this.ratingRadioButtonsCheck1 = $el("input", {
+      type: "radio",
+      name: "content_rating",
+      value: "1",
+      id: "content_rating1",
+    });
+    this.ratingRadioButtonsCheck2 = $el("input", {
+      type: "radio",
+      name: "content_rating",
+      value: "2",
+      id: "content_rating2",
+    });
+    this.ratingRadioButtonsCheck_1 = $el("input", {
+      type: "radio",
+      name: "content_rating",
+      value: "-1",
+      id: "content_rating_1",
+      checked: true,
+    });
+
+    // content rating
+    const contentRatingSection = $el("div", { style: sectionStyle }, [
+      $el("label", { style: labelStyle }, ["7️⃣ Content rating "]),
+      $el(
+        "label",
+        {
+          style: {
+            marginTop: "10px",
+            display: "flex",
+            alignItems: "center",
+            cursor: "pointer",
+          },
+        },
+        [
+          this.ratingRadioButtonsCheck0,
+          $el("img", {
+            style: {
+              width: "12px",
+              height: "12px",
+              marginLeft: "5px",
+            },
+            src: "https://static.copus.io/images/client/202507/test/b9f17da83b054d53cd0cb4508c2c30dc.png",
+          }),
+          $el("span", { style: { marginLeft: "5px", color: "#fff" } }, [
+            "All ages",
+          ]),
+        ]
+      ),
+      $el(
+        "p",
+        { style: { fontSize: "10px", color: "#fff", marginLeft: "20px" } },
+        ["Safe for all viewers; no profanity, violence, or mature themes."]
+      ),
+      $el(
+        "label",
+        { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
+        [
+          this.ratingRadioButtonsCheck1,
+          $el("img", {
+            style: {
+              width: "12px",
+              height: "12px",
+              marginLeft: "5px",
+            },
+            src: "https://static.copus.io/images/client/202507/test/7848bc0d3690671df21c7cf00c4cfc81.png",
+          }),
+          $el("span", { style: { marginLeft: "5px", color: "#fff" } }, [
+            "13+ (Teen)",
+          ]),
+        ]
+      ),
+      $el(
+        "p",
+        { style: { fontSize: "10px", color: "#fff", marginLeft: "20px" } },
+        [
+          "Mild language, light themes, or cartoon violence; no explicit content. ",
+        ]
+      ),
+      $el(
+        "label",
+        { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
+        [
+          this.ratingRadioButtonsCheck2,
+          $el("img", {
+            style: {
+              width: "12px",
+              height: "12px",
+              marginLeft: "5px",
+            },
+            src: "https://static.copus.io/images/client/202507/test/bc51839c208d68d91173e43c23bff039.png",
+          }),
+          $el("span", { style: { marginLeft: "5px", color: "#fff" } }, [
+            "18+ (Explicit)",
+          ]),
+        ]
+      ),
+      $el(
+        "p",
+        { style: { fontSize: "10px", color: "#fff", marginLeft: "20px" } },
+        [
+          "Explicit content, including sexual content, strong violence, or intense themes. ",
+        ]
+      ),
+      $el(
+        "label",
+        { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
+        [
+          this.ratingRadioButtonsCheck_1,
+          $el("img", {
+            style: {
+              width: "12px",
+              height: "12px",
+              marginLeft: "5px",
+            },
+            src: "https://static.copus.io/images/client/202507/test/5c802fdcaaea4e7bbed37393eec0d5ba.png",
+          }),
+          $el("span", { style: { marginLeft: "5px", color: "#fff" } }, [
+            "Not Rated",
+          ]),
+        ]
+      ),
+      $el(
+        "p",
+        { style: { fontSize: "10px", color: "#fff", marginLeft: "20px" } },
+        ["No age rating provided."]
+      ),
+    ]);
 
     // Message Section
     this.message = $el(
@@ -526,6 +699,7 @@ export class CopusShareDialog extends ComfyDialog {
       DescriptionSection,
       // contestSection,
       blockChainSection_lock,
+      contentRatingSection,
       blockChainSection,
       this.message,
       buttonsSection,
@@ -534,7 +708,7 @@ export class CopusShareDialog extends ComfyDialog {
     return layout;
   }
   /**
-   * api 
+   * api
    * @param {url} path
    * @param {params} options
    * @param {statusText} statusText
@@ -587,7 +761,9 @@ export class CopusShareDialog extends ComfyDialog {
           url: data,
         });
       } else {
-        throw new Error("make sure your API key is correct and try again later");
+        throw new Error(
+          "make sure your API key is correct and try again later"
+        );
       }
     } catch (e) {
       if (e?.response?.status === 413) {
@@ -628,8 +804,15 @@ export class CopusShareDialog extends ComfyDialog {
       subTitle: this.SubTitleInput.value,
       content: this.descriptionInput.value,
       storeOnChain: this.radioButtonsCheck.checked ? true : false,
-      lockState:this.radioButtonsCheck_lock.checked ? 2 : 0,
+      lockState: this.radioButtonsCheck_lock.checked ? 2 : 0,
-      unlockPrice:this.LockInput.value,
+      unlockPrice: this.LockInput.value,
+      rating: this.ratingRadioButtonsCheck0.checked
+        ? 0
+        : this.ratingRadioButtonsCheck1.checked
+        ? 1
+        : this.ratingRadioButtonsCheck2.checked
+        ? 2
+        : -1,
     };
 
     if (!this.keyInput.value) {
@@ -644,8 +827,8 @@ export class CopusShareDialog extends ComfyDialog {
       throw new Error("Title is required");
     }
 
-    if(this.radioButtonsCheck_lock.checked){
+    if (this.radioButtonsCheck_lock.checked) {
-      if (!this.LockInput.value){
+      if (!this.LockInput.value) {
         throw new Error("Price is required");
       }
     }
@@ -695,23 +878,23 @@ export class CopusShareDialog extends ComfyDialog {
         "Uploading workflow..."
       );
 
-     if (res.status && res.data.status && res.data) {
+      if (res.status && res.data.status && res.data) {
-      localStorage.setItem("copus_token",this.keyInput.value);
+        localStorage.setItem("copus_token", this.keyInput.value);
-       const { data } = res.data;
+        const { data } = res.data;
-       if (data) {
+        if (data) {
-         const url = `${DEFAULT_HOMEPAGE_URL}/work/${data}`;
+          const url = `${DEFAULT_HOMEPAGE_URL}/work/${data}`;
-         this.message.innerHTML = `Workflow has been shared successfully. <a href="${url}" target="_blank">Click here to view it.</a>`;
+          this.message.innerHTML = `Workflow has been shared successfully. <a href="${url}" target="_blank">Click here to view it.</a>`;
-         this.previewImage.src = "";
+          this.previewImage.src = "";
-         this.previewImage.style.display = "none";
+          this.previewImage.style.display = "none";
-         this.uploadedImages = [];
+          this.uploadedImages = [];
-         this.allFilesImages = [];
+          this.allFilesImages = [];
-         this.allFiles = [];
+          this.allFiles = [];
-         this.TitleInput.value = "";
+          this.TitleInput.value = "";
-         this.SubTitleInput.value = "";
+          this.SubTitleInput.value = "";
-         this.descriptionInput.value = "";
+          this.descriptionInput.value = "";
-         this.selectedFile = null;
+          this.selectedFile = null;
-       }
+        }
-     }
+      }
     } catch (e) {
       throw new Error("Error sharing workflow: " + e.message);
     }
@@ -757,7 +940,7 @@ export class CopusShareDialog extends ComfyDialog {
     this.element.style.display = "block";
     this.previewImage.src = "";
     this.previewImage.style.display = "none";
-    this.keyInput.value = apiToken!=null?apiToken:"";
+    this.keyInput.value = apiToken != null ? apiToken : "";
     this.uploadedImages = [];
     this.allFilesImages = [];
     this.allFiles = [];

js/custom-nodes-manager.js

@@ -714,6 +714,7 @@ export class CustomNodesManager {
 					link.href = rowItem.reference;
 				link.target = '_blank';
 				link.innerHTML = `<b>${title}</b>`;
+				link.title = rowItem.originalData.id;
 				container.appendChild(link);
 
 				return container;
@@ -1624,17 +1625,35 @@ export class CustomNodesManager {
 	getNodesInWorkflow() {
 		let usedGroupNodes = new Set();
 		let allUsedNodes = {};
+		const visitedGraphs = new Set();
 
-		for(let k in app.graph._nodes) {
+		const visitGraph = (graph) => {
-			let node = app.graph._nodes[k];
+			if (!graph || visitedGraphs.has(graph)) return;
+			visitedGraphs.add(graph);
 
-			if(node.type.startsWith('workflow>')) {
+			const nodes = graph._nodes || graph.nodes || [];
-				usedGroupNodes.add(node.type.slice(9));
+			for(let k in nodes) {
-				continue;
+				let node = nodes[k];
+				if (!node) continue;
+
+				// If it's a SubgraphNode, recurse into its graph and continue searching
+				if (node.isSubgraphNode?.() && node.subgraph) {
+					visitGraph(node.subgraph);
+				}
+
+				if (!node.type) continue;
+
+				// Group nodes / components
+				if(typeof node.type === 'string' && node.type.startsWith('workflow>')) {
+					usedGroupNodes.add(node.type.slice(9));
+					continue;
+				}
+
+				allUsedNodes[node.type] = node;
 			}
+		};
 
-			allUsedNodes[node.type] = node;
+		visitGraph(app.graph);
-		}
 
 		for(let k of usedGroupNodes) {
 			let subnodes = app.graph.extra.groupNodes[k]?.nodes;

js/node_fixer.js

@@ -153,6 +153,7 @@ app.registerExtension({
 					app.canvas.graph.add(new_node, false);
 					node_info_copy(this, new_node, true);
 					app.canvas.graph.remove(this);
+					requestAnimationFrame(() => app.canvas.setDirty(true, true))
 				},
 			});
 		});

model-list.json

@@ -1973,6 +1973,97 @@
       "url": "https://dl.fbaipublicfiles.com/segment_anything/sam_vit_b_01ec64.pth",
       "size": "375.0MB"
     },
+
+    {
+      "name": "sam2.1_hiera_tiny.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (tiny)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_tiny.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_tiny.pt",
+      "size": "149.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_small.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (small)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_small.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_small.pt",
+      "size": "176.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_base_plus.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (base+)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_base_plus.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_base_plus.pt",
+      "size": "309.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_large.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (large)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_large.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_large.pt",
+      "size": "857.0MB"
+    },
+
+    {
+      "name": "sam2_hiera_tiny.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (tiny)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_tiny.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_tiny.pt",
+      "size": "149.0MB"
+    },
+    {
+      "name": "sam2_hiera_small.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (small)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_small.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_small.pt",
+      "size": "176.0MB"
+    },
+    {
+      "name": "sam2_hiera_base_plus.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (base+)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_base_plus.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_base_plus.pt",
+      "size": "309.0MB"
+    },
+    {
+      "name": "sam2_hiera_large.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (large)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_large.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_large.pt",
+      "size": "857.0MB"
+    },
+
     {
       "name": "seecoder v1.0",
       "type": "seecoder",
@@ -4006,6 +4097,29 @@
       "size": "649MB"
     },
 
+    {
+      "name": "Comfy-Org/omnigen2_fp16.safetensors",
+      "type": "diffusion_model",
+      "base": "OmniGen2",
+      "save_path": "default",
+      "description": "OmniGen2 diffusion model. This is required for using OmniGen2.",
+      "reference": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged",
+      "filename": "omnigen2_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/omnigen2_fp16.safetensors",
+      "size": "7.93GB"
+    },
+    {
+      "name": "Comfy-Org/qwen_2.5_vl_fp16.safetensors",
+      "type": "clip",
+      "base": "qwen-2.5",
+      "save_path": "default",
+      "description": "text encoder for OmniGen2",
+      "reference": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged",
+      "filename": "qwen_2.5_vl_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/text_encoders/qwen_2.5_vl_fp16.safetensors",
+      "size": "7.51GB"
+    },
+
     {
       "name": "FLUX.1 [Schnell] Diffusion model",
       "type": "diffusion_model",
@@ -4023,7 +4137,7 @@
       "type": "VAE",
       "base": "FLUX.1",
       "save_path": "vae/FLUX1",
-      "description": "FLUX.1 VAE model",
+      "description": "FLUX.1 VAE model\nNOTE: This VAE model can also be used for image generation with OmniGen2.",
       "reference": "https://huggingface.co/black-forest-labs/FLUX.1-schnell",
       "filename": "ae.safetensors",
       "url": "https://huggingface.co/black-forest-labs/FLUX.1-schnell/resolve/main/ae.safetensors",
@@ -4931,6 +5045,105 @@
       "size": "1.26GB"
     },
 
+    {
+      "name": "Comfy-Org/Wan2.2 i2v high noise 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for i2v high noise 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_i2v_high_noise_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_high_noise_14B_fp16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 i2v high noise 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for i2v high noise 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 i2v low noise 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for i2v low noise 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_i2v_low_noise_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_low_noise_14B_fp16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 i2v low noise 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for i2v low noise 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 t2v high noise 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for t2v high noise 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_t2v_high_noise_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_t2v_high_noise_14B_fp16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 t2v high noise 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for t2v high noise 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_t2v_high_noise_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_t2v_high_noise_14B_fp8_scaled.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 t2v low noise 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for t2v low noise 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_t2v_low_noise_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_t2v_low_noise_14B_fp16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 t2v low noise 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for t2v low noise 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_t2v_low_noise_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_t2v_low_noise_14B_fp8_scaled.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 ti2v 5B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for ti2v 5B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_ti2v_5B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_ti2v_5B_fp16.safetensors",
+      "size": "10.0GB"
+    },
 
     {
       "name": "Comfy-Org/umt5_xxl_fp16.safetensors",
@@ -5033,6 +5246,50 @@
       "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-distilled-fp8.safetensors",
       "size": "15.7GB"
     },
+    {
+      "name": "LTX-Video 2B Distilled v0.9.8",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "LTX-Video 2B distilled model v0.9.8 with improved prompt understanding and detail generation.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-2b-0.9.8-distilled.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-2b-0.9.8-distilled.safetensors",
+      "size": "6.34GB"
+    },
+    {
+      "name": "LTX-Video 2B Distilled FP8 v0.9.8",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "Quantized LTX-Video 2B distilled model v0.9.8 with improved prompt understanding and detail generation, optimized for lower VRAM usage.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-2b-0.9.8-distilled-fp8.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-2b-0.9.8-distilled-fp8.safetensors",
+      "size": "4.46GB"
+    },
+    {
+      "name": "LTX-Video 13B Distilled v0.9.8",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "LTX-Video 13B distilled model v0.9.8 with improved prompt understanding and detail generation.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.8-distilled.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.8-distilled.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "LTX-Video 13B Distilled FP8 v0.9.8",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "Quantized LTX-Video 13B distilled model v0.9.8 with improved prompt understanding and detail generation, optimized for lower VRAM usage.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.8-distilled-fp8.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.8-distilled-fp8.safetensors",
+      "size": "15.7GB"
+    },
     {
       "name": "LTX-Video 13B Distilled LoRA v0.9.7",
       "type": "lora",
@@ -5044,6 +5301,50 @@
       "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-distilled-lora128.safetensors",
       "size": "1.33GB"
     },
+    {
+      "name": "LTX-Video ICLoRA Depth 13B v0.9.7",
+      "type": "lora",
+      "base": "LTX-Video",
+      "save_path": "loras",
+      "description": "In-Context LoRA (IC LoRA) for depth-controlled video-to-video generation with precise depth conditioning.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-depth-13b-0.9.7",
+      "filename": "ltxv-097-ic-lora-depth-control-comfyui.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-depth-13b-0.9.7/resolve/main/ltxv-097-ic-lora-depth-control-comfyui.safetensors",
+      "size": "81.9MB"
+    },
+    {
+      "name": "LTX-Video ICLoRA Pose 13B v0.9.7",
+      "type": "lora",
+      "base": "LTX-Video",
+      "save_path": "loras",
+      "description": "In-Context LoRA (IC LoRA) for pose-controlled video-to-video generation with precise pose conditioning.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-pose-13b-0.9.7",
+      "filename": "ltxv-097-ic-lora-pose-control-comfyui.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-pose-13b-0.9.7/resolve/main/ltxv-097-ic-lora-pose-control-comfyui.safetensors",
+      "size": "151MB"
+    },
+    {
+      "name": "LTX-Video ICLoRA Canny 13B v0.9.7",
+      "type": "lora",
+      "base": "LTX-Video",
+      "save_path": "loras",
+      "description": "In-Context LoRA (IC LoRA) for canny edge-controlled video-to-video generation with precise edge conditioning.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-canny-13b-0.9.7",
+      "filename": "ltxv-097-ic-lora-canny-control-comfyui.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-canny-13b-0.9.7/resolve/main/ltxv-097-ic-lora-canny-control-comfyui.safetensors",
+      "size": "81.9MB"
+    },
+    {
+      "name": "LTX-Video ICLoRA Detailer 13B v0.9.8",
+      "type": "lora",
+      "base": "LTX-Video",
+      "save_path": "loras",
+      "description": "A video detailer model on top of LTXV_13B_098_DEV trained on custom data using In-Context LoRA (IC LoRA) method.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-detailer-13b-0.9.8",
+      "filename": "ltxv-098-ic-lora-detailer-comfyui.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-detailer-13b-0.9.8/resolve/main/ltxv-098-ic-lora-detailer-comfyui.safetensors",
+      "size": "1.31GB"
+    },
     {
       "name": "Latent Bridge Matching for Image Relighting",
       "type": "diffusion_model",

node_db/README.md

@@ -0,0 +1,95 @@
+# ComfyUI-Manager: Node Database (node_db)
+
+This directory contains the JSON database files that power ComfyUI-Manager's legacy node registry system. While the manager is gradually transitioning to the online Custom Node Registry (CNR), these local JSON files continue to provide important metadata about custom nodes, models, and their integrations.
+
+## Directory Structure
+
+The node_db directory is organized into several subdirectories, each serving a specific purpose:
+
+- **dev/**: Development channel files with latest additions and experimental nodes
+- **legacy/**: Historical/legacy nodes that may require special handling
+- **new/**: New nodes that have passed initial verification but are still being evaluated
+- **forked/**: Forks of existing nodes with modifications
+- **tutorial/**: Example and tutorial nodes designed for learning purposes
+
+## Core Database Files
+
+Each subdirectory contains a standard set of JSON files:
+
+- **custom-node-list.json**: Primary database of custom nodes with metadata
+- **extension-node-map.json**: Maps between extensions and individual nodes they provide
+- **model-list.json**: Catalog of models that can be downloaded through the manager
+- **alter-list.json**: Alternative implementations of nodes for compatibility or functionality
+- **github-stats.json**: GitHub repository statistics for node popularity metrics
+
+## Database Schema
+
+### custom-node-list.json
+```json
+{
+  "custom_nodes": [
+    {
+      "title": "Node display name",
+      "name": "Repository name",
+      "reference": "Original repository if forked",
+      "files": ["GitHub URL or other source location"],
+      "install_type": "git",
+      "description": "Description of the node's functionality",
+      "pip": ["optional pip dependencies"],
+      "js": ["optional JavaScript files"],
+      "tags": ["categorization tags"]
+    }
+  ]
+}
+```
+
+### extension-node-map.json
+```json
+{
+  "extension-id": [
+    ["list", "of", "node", "classes"],
+    {
+      "author": "Author name",
+      "description": "Extension description",
+      "nodename_pattern": "Optional regex pattern for node name matching"
+    }
+  ]
+}
+```
+
+## Transition to Custom Node Registry (CNR)
+
+This local database system is being progressively replaced by the online Custom Node Registry (CNR), which provides:
+- Real-time updates without manual JSON maintenance
+- Improved versioning support
+- Better security validation
+- Enhanced metadata
+
+The Manager supports both systems simultaneously during the transition period.
+
+## Implementation Details
+
+- The database follows a channel-based architecture for different sources
+- Multiple database modes are supported: Channel, Local, and Remote
+- The system supports differential updates to minimize bandwidth usage
+- Security levels are enforced for different node installations based on source
+
+## Usage in the Application
+
+The Manager's backend uses these database files to:
+
+1. Provide browsable lists of available nodes and models
+2. Resolve dependencies for installation
+3. Track updates and new versions
+4. Map node classes to their source repositories
+5. Assess risk levels for installation security
+
+## Maintenance Scripts
+
+Each subdirectory contains a `scan.sh` script that assists with:
+- Scanning repositories for new nodes
+- Updating metadata
+- Validating database integrity
+- Generating proper JSON structures
+
+This database system enables a flexible, secure, and comprehensive management system for the ComfyUI ecosystem while the transition to CNR continues.

node_db/dev/scan.sh

@@ -1,3 +1,3 @@
 #!/bin/bash
 rm ~/.tmp/dev/*.py > /dev/null 2>&1
-python ../../scanner.py ~/.tmp/dev
+python ../../scanner.py ~/.tmp/dev $*

node_db/forked/custom-node-list.json

@@ -1,5 +1,25 @@
 {
     "custom_nodes": [
+        {
+            "author": "synchronicity-labs",
+            "title": "ComfyUI Sync Lipsync Node",
+            "reference": "https://github.com/synchronicity-labs/sync-comfyui",
+            "files": [
+                "https://github.com/synchronicity-labs/sync-comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "This custom node allows you to perform audio-video lip synchronization inside ComfyUI using a simple interface."
+        },
+        {
+            "author": "joaomede",
+            "title": "ComfyUI-Unload-Model-Fork",
+            "reference": "https://github.com/joaomede/ComfyUI-Unload-Model-Fork",
+            "files": [
+                "https://github.com/joaomede/ComfyUI-Unload-Model-Fork"
+            ],
+            "install_type": "git-clone",
+            "description": "For unloading a model or all models, using the memory management that is already present in ComfyUI. Copied from [a/https://github.com/willblaschko/ComfyUI-Unload-Models](https://github.com/willblaschko/ComfyUI-Unload-Models) but without the unnecessary extra stuff."
+        },
         {
             "author": "SanDiegoDude",
             "title": "ComfyUI-HiDream-Sampler [WIP]",

node_db/legacy/custom-node-list.json

@@ -1,16 +1,981 @@
 {
     "custom_nodes": [
         {
-            "author": "#NOTICE_1.13",
+            "author": "AlfredClark",
-            "title": "NOTICE: This channel is not the default channel.",
+            "title": "ComfyUI-ModelSpec [REMOVED]",
-            "reference": "https://github.com/ltdrdata/ComfyUI-Manager",
+            "reference": "https://github.com/AlfredClark/ComfyUI-ModelSpec",
-            "files": [],
+            "files": [
+                "https://github.com/AlfredClark/ComfyUI-ModelSpec"
+            ],
             "install_type": "git-clone",
-            "description": "If you see this message, your ComfyUI-Manager is outdated.\nLegacy channel provides only the list of the deprecated nodes. If you want to find the complete node list, please go to the Default channel."
+            "description": "ComfyUI model metadata editing nodes."
+        },
+        {
+            "author": "VraethrDalkr",
+            "title": "ComfyUI-ProgressiveBlend [REMOVED]",
+            "reference": "https://github.com/VraethrDalkr/ComfyUI-ProgressiveBlend",
+            "files": [
+                "https://github.com/VraethrDalkr/ComfyUI-ProgressiveBlend"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of custom nodes for ComfyUI that enable progressive blending and color matching effects across image batches/video frames."
+        },
+        {
+            "author": "xmarked-ai",
+            "title": "ComfyUI_misc [REMOVED]",
+            "reference": "https://github.com/xmarked-ai/ComfyUI_misc",
+            "files": [
+                "https://github.com/xmarked-ai/ComfyUI_misc"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Ace IntegerX, Ace FloatX, Ace Color FixX, White Balance X, Depth Displace X, Empty Latent X, KSampler Combo X, ..."
+        },
+        {
+            "author": "sm079",
+            "title": "ComfyUI-Face-Detection [REMOVED]",
+            "reference": "https://github.com/sm079/ComfyUI-Face-Detection",
+            "files": [
+                "https://github.com/sm079/ComfyUI-Face-Detection"
+            ],
+            "install_type": "git-clone",
+            "description": "face detection nodes for comfyui"
+        },
+        {
+            "author": "42lux",
+            "title": "ComfyUI-42lux [REMOVED]",
+            "reference": "https://github.com/42lux/ComfyUI-42lux",
+            "files": [
+                "https://github.com/42lux/ComfyUI-42lux"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of custom nodes for ComfyUI focused on enhanced sampling, model optimization, and quality improvements."
+        },
+        {
+            "author": "lucak5s",
+            "title": "ComfyUI GFPGAN [REMOVED]",
+            "reference": "https://github.com/lucak5s/comfyui_gfpgan",
+            "files": [
+                "https://github.com/lucak5s/comfyui_gfpgan"
+            ],
+            "install_type": "git-clone",
+            "description": "Face restoration with GFPGAN."
+        },
+        {
+            "author": "impactframes",
+            "title": "IF_AI_tools [DEPRECATED]",
+            "id": "impactframes-tools",
+            "reference": "https://github.com/if-ai/ComfyUI-IF_AI_tools",
+            "files": [
+                "https://github.com/if-ai/ComfyUI-IF_AI_tools"
+            ],
+            "install_type": "git-clone",
+            "description": "Various AI tools to use in Comfy UI. Starting with VL and prompt making tools using Ollma as backend will evolve as I find time."
+        },
+        {
+            "author": "netroxin",
+            "title": "comfyui_netro [REMOVED]",
+            "reference": "https://github.com/netroxin/comfyui_netro",
+            "files": [
+                "https://github.com/netroxin/comfyui_netro"
+            ],
+            "install_type": "git-clone",
+            "description": "#Camera Movement Prompt Node for ComfyUI\nThis custom node script for ComfyUI generates descriptive camera movement prompts based on user-selected movement options for Wan2.2"
+        },
+        {
+            "author": "aistudynow",
+            "title": "comfyui-HunyuanImage-2.1 [REMOVED]",
+            "reference": "https://github.com/aistudynow/comfyui-HunyuanImage-2.1",
+            "files": [
+                "https://github.com/aistudynow/comfyui-HunyuanImage-2.1"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Load HunyuanImage DiT, Load HunyuanImage VAE, Load HunyuanImage Dual Text Encoder, HunyuanImage Sampler, HunyuanImage VAE Decode, HunyuanImage CLIP Text Encode, Empty HunyuanImage Latent Image"
+        },
+        {
+            "author": "SlackinJack",
+            "title": "distrifuser_comfyui [DEPRECATED]",
+            "reference": "https://github.com/SlackinJack/distrifuser_comfyui",
+            "files": [
+                "https://github.com/SlackinJack/distrifuser_comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "[a/Distrifuser](https://github.com/mit-han-lab/distrifuser) sampler node for ComfyUI\n"
+        },
+        {
+            "author": "SlackinJack",
+            "title": "asyncdiff_comfyui [DEPRECATED]",
+            "reference": "https://github.com/SlackinJack/asyncdiff_comfyui",
+            "files": [
+                "https://github.com/SlackinJack/asyncdiff_comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "AsyncDiff node for ComfyUI"
+        },
+        {
+            "author": "TheBill2001",
+            "title": "Save Images with Captions [REMOVED]",
+            "reference": "https://github.com/TheBill2001/ComfyUI-Save-Image-Caption",
+            "files": [
+                "https://github.com/TheBill2001/ComfyUI-Save-Image-Caption"
+            ],
+            "install_type": "git-clone",
+            "description": "Provide two custom nodes to load and save images with captions as separate files."
+        },
+        {
+            "author": "ShmuelRonen",
+            "title": "ComfyUI Flux 1.1 Ultra & Raw Node [REMOVED]",
+            "reference": "https://github.com/ShmuelRonen/ComfyUI_Flux_1.1_RAW_API",
+            "files": [
+                "https://github.com/ShmuelRonen/ComfyUI_Flux_1.1_RAW_API"
+            ],
+            "install_type": "git-clone",
+            "description": "A ComfyUI custom node for Black Forest Labs' FLUX 1.1 [pro] API, supporting both regular and Ultra modes with optional Raw mode."
+        },
+        {
+            "author": "mattwilliamson",
+            "title": "ComfyUI AI GameDev Nodes [UNSAFE/REMOVED]",
+            "reference": "https://github.com/mattwilliamson/comfyui-ai-gamedev",
+            "files": [
+                "https://github.com/mattwilliamson/comfyui-ai-gamedev"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom ComfyUI nodes for AI-powered game asset generation, providing a comprehensive toolkit for game developers to create 3D models, animations, and audio assets using state-of-the-art AI models.[w/This node pack has an implementation that dynamically generates scripts.]"
+        },
+        {
+            "author": "manifestations",
+            "title": "ComfyUI Outfit Nodes [DEPRECATED]",
+            "reference": "https://github.com/manifestations/comfyui-outfit",
+            "files": [
+                "https://github.com/manifestations/comfyui-outfit"
+            ],
+            "install_type": "git-clone",
+            "description": "Advanced, professional outfit and makeup generation nodes for ComfyUI, with dynamic UI and AI-powered prompt formatting."
+        },
+        {
+            "author": "Poukpalaova",
+            "title": "ComfyUI-FRED-Nodes [DEPRECATED]",
+            "reference": "https://github.com/Poukpalaova/ComfyUI-FRED-Nodes",
+            "files": [
+                "https://github.com/Poukpalaova/ComfyUI-FRED-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Multiple nodes that ease the process.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "cwebbi1",
+            "title": "VoidCustomNodes [REMOVED]",
+            "reference": "https://github.com/cwebbi1/VoidCustomNodes",
+            "files": [
+                "https://github.com/cwebbi1/VoidCustomNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Prompt Parser, String Combiner"
+        },
+        {
+            "author": "Shellishack",
+            "title": "ComfyUI Remote Media Loaders [REMOVED]",
+            "reference": "https://github.com/Shellishack/comfyui-remote-media-loaders",
+            "files": [
+                "https://github.com/Shellishack/comfyui-remote-media-loaders"
+            ],
+            "install_type": "git-clone",
+            "description": "Load media (image/video/audio) from remote URL"
+        },
+       {
+            "author": "D3lUX3I",
+            "title": "VideoPromptEnhancer [REMOVED]",
+            "reference": "https://github.com/D3lUX3I/ComfyUI-VideoPromptEnhancer",
+            "files": [
+                "https://github.com/D3lUX3I/ComfyUI-VideoPromptEnhancer"
+            ],
+            "install_type": "git-clone",
+            "description": "This node generates a professional prompt from an input text for modern video AI models (e.g., Alibaba Wan 2.2) via the OpenRouter API."
+        },
+        {
+            "author": "perilli",
+            "title": "apw_nodes [REMOVED]",
+            "reference": "https://github.com/alessandroperilli/APW_Nodes",
+            "files": [
+                "https://github.com/alessandroperilli/APW_Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node suite to augment the capabilities of the [a/AP Workflows for ComfyUI](https://perilli.com/ai/comfyui/)\nNOTE: See [a/Open Creative Studio Nodes](https://github.com/alessandroperilli/OCS_Nodes)"
+        },
+        {
+            "author": "greengerong",
+            "title": "ComfyUI-Lumina-Video [REMOVED]",
+            "reference": "https://github.com/greengerong/ComfyUI-Lumina-Video",
+            "files": [
+                "https://github.com/greengerong/ComfyUI-Lumina-Video"
+            ],
+            "install_type": "git-clone",
+            "description": "This is a video generation plugin implementation for ComfyUI based on the Lumina Video model."
+        },
+        {
+            "author": "SatadalAI",
+            "title": "Combined Upscale Node for ComfyUI [REMOVED]",
+            "reference": "https://github.com/SatadalAI/SATA_UtilityNode",
+            "files": [
+                "https://github.com/SatadalAI/SATA_UtilityNode"
+            ],
+            "install_type": "git-clone",
+            "description": "Combined_Upscale is a custom ComfyUI node designed for high-quality image enhancement workflows. It intelligently combines model-based upscaling with efficient CPU-based resizing, offering granular control over output dimensions and quality. Ideal for asset pipelines, UI prototyping, and generative workflows.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "netroxin",
+            "title": "Netro_wildcards [REMOVED]",
+            "reference": "https://github.com/netroxin/comfyui_netro_wildcards",
+            "files": [
+                "https://github.com/netroxin/comfyui_netro_wildcards"
+            ],
+            "install_type": "git-clone",
+            "description": "Since I used 'simple wildcards' from Vanilla and it no longer works with the new Comfy UI version for me, I created an alternative. This CustomNode takes the entire contents of your wildcards-folder(comfyui wildcards) and creates a node for each one."
+        },
+        {
+            "author": "takoyaki1118",
+            "title": "ComfyUI-MangaTools [REMOVED]",
+            "reference": "https://github.com/takoyaki1118/ComfyUI-MangaTools",
+            "files": [
+                "https://github.com/takoyaki1118/ComfyUI-MangaTools"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Manga Panel Detector, Manga Panel Dispatcher, GateImage, MangaPageAssembler"
+        },
+        {
+            "author": "lucasgattas",
+            "title": "comfyui-egregora-regional [REMOVED]",
+            "reference": "https://github.com/lucasgattas/comfyui-egregora-regional",
+            "files": [
+                "https://github.com/lucasgattas/comfyui-egregora-regional"
+            ],
+            "install_type": "git-clone",
+            "description": "Image Tile Split with Region-Aware Prompting for ComfyUI"
+        },
+        {
+            "author": "lucasgattas",
+            "title": "comfyui-egregora-tiled [REMOVED]",
+            "reference": "https://github.com/lucasgattas/comfyui-egregora-tiled",
+            "files": [
+                "https://github.com/lucasgattas/comfyui-egregora-tiled"
+            ],
+            "install_type": "git-clone",
+            "description": "Tiled regional prompting + tiled VAE decode with seam-free blending for ComfyUI"
+        },
+        {
+            "author": "Seedsa",
+            "title": "ComfyUI Fooocus Nodes [REMOVED]",
+            "id": "fooocus-nodes",
+            "reference": "https://github.com/Seedsa/Fooocus_Nodes",
+            "files": [
+                "https://github.com/Seedsa/Fooocus_Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "This extension provides image generation features based on Fooocus."
+        },
+        {
+            "author": "zhilemann",
+            "title": "ComfyUI-moondream2 [REMOVED]",
+            "reference": "https://github.com/zhilemann/ComfyUI-moondream2",
+            "files": [
+                "https://github.com/zhilemann/ComfyUI-moondream2"
+            ],
+            "install_type": "git-clone",
+            "description": "nodes for nightly moondream2 VLM inference\nsupports only captioning and visual queries at the moment"
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-textarea-is-shit [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-textarea-is-shit",
+            "files": [
+               "https://github.com/shinich39/comfyui-textarea-is-shit"
+            ],
+            "description": "HTML gives me a textarea like piece of shit.",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "shinich39",
+            "title": "comfyui-poor-textarea [REMOVED]",
+            "reference": "https://github.com/shinich39/comfyui-poor-textarea",
+            "files": [
+                "https://github.com/shinich39/comfyui-poor-textarea"
+            ],
+            "install_type": "git-clone",
+            "description": "Add commentify, indentation, auto-close brackets in textarea."
+        },
+        {
+            "author": "InfiniNode",
+            "title": "Comfyui-InfiniNode-Model-Suite [UNSAFE/REMOVED]",
+            "reference": "https://github.com/InfiniNode/Comfyui-InfiniNode-Model-Suite",
+            "files": [
+                "https://github.com/InfiniNode/Comfyui-InfiniNode-Model-Suite"
+            ],
+            "install_type": "git-clone",
+            "description": "Welcome to the InfiniNode Model Suite, a custom node pack for ComfyUI that transforms the process of manipulating generative AI models. Our suite is a direct implementation of the 'GUI-Based Key Converter Development Plan,' designed to remove technical barriers for advanced AI practitioners and integrate seamlessly with existing image generation pipelines.[w/This node pack contains a node that has a vulnerability allowing write to arbitrary file paths.]"
+        },
+        {
+            "author": "Avalre",
+            "title": "ComfyUI-avaNodes [REMOVED]",
+            "reference": "https://github.com/Avalre/ComfyUI-avaNodes",
+            "files": [
+                "https://github.com/Avalre/ComfyUI-avaNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "These nodes were created to personalize/optimize several ComfyUI nodes for my own use. You can replicate the functionality of most of my nodes by some combination of default ComfyUI nodes and custom nodes from other developers."
+        },
+        {
+            "author": "Alectriciti",
+            "title": "comfyui-creativeprompts [REMOVED]",
+            "reference": "https://github.com/Alectriciti/comfyui-creativeprompts",
+            "files": [
+                "https://github.com/Alectriciti/comfyui-creativeprompts"
+            ],
+            "install_type": "git-clone",
+            "description": "A creative alternative to dynamicprompts"
+        },
+        {
+            "author": "flybirdxx",
+            "title": "ComfyUI Sliding Window [REMOVED]",
+            "reference": "https://github.com/PixWizardry/ComfyUI_Sliding_Window",
+            "files": [
+                "https://github.com/PixWizardry/ComfyUI_Sliding_Window"
+            ],
+            "install_type": "git-clone",
+            "description": "This set of nodes provides a powerful sliding window or 'tiling' technique for processing long videos and animations in ComfyUI. It allows you to work on animations that are longer than your VRAM would typically allow by breaking the job into smaller, overlapping chunks and seamlessly blending them back together."
+        },
+        {
+            "author": "SykkoAtHome",
+            "title": "Sykko Tools for ComfyUI [REMOVED]",
+            "reference": "https://github.com/SykkoAtHome/ComfyUI_SykkoTools",
+            "files": [
+                "https://github.com/SykkoAtHome/ComfyUI_SykkoTools"
+             ],
+             "install_type": "git-clone",
+             "description": "Utilities for working with camera animations inside ComfyUI. The repository currently provides a node for loading camera motion from ASCII FBX files and a corresponding command line helper for debugging."
+        },
+        {
+            "author": "hananbeer",
+            "title": "node_dev - ComfyUI Node Development Helper [REMOVED]",
+            "reference": "https://github.com/hananbeer/node_dev",
+            "files": [
+                "https://github.com/hananbeer/node_dev"
+            ],
+            "install_type": "git-clone",
+            "description": "Browse to this endpoint to reload custom nodes for more streamlined development:\nhttp://127.0.0.1:8188/node_dev/reload/<module_name>"
+        },
+        {
+            "author": "Charonartist",
+            "title": "Comfyui_gemini_tts_node [REMOVED]",
+            "reference": "https://github.com/Charonartist/Comfyui_gemini_tts_node",
+            "files": [
+                "https://github.com/Charonartist/Comfyui_gemini_tts_node"
+            ],
+            "install_type": "git-clone",
+            "description": "This custom node is a ComfyUI node for generating speech from text using the Gemini 2.5 Flash Preview TTS API."
+        },
+        {
+            "author": "squirrel765",
+            "title": "lorasubdirectory [REMOVED]",
+            "reference": "https://github.com/andrewsthomasj/lorasubdirectory",
+            "files": [
+                "https://github.com/andrewsthomasj/lorasubdirectory"
+            ],
+            "install_type": "git-clone",
+            "description": "only show dropdown of loras ina a given subdirectory"
+        },
+        {
+            "author": "shingo1228",
+            "title": "ComfyUI-send-Eagle(slim) [REVMOED]",
+            "id": "send-eagle",
+            "reference": "https://github.com/shingo1228/ComfyUI-send-eagle-slim",
+            "files": [
+                "https://github.com/shingo1228/ComfyUI-send-eagle-slim"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes:Send Webp Image to Eagle. This is an extension node for ComfyUI that allows you to send generated images in webp format to Eagle. This extension node is a re-implementation of the Eagle linkage functions of the previous ComfyUI-send-Eagle node, focusing on the functions required for this node."
+        },
+        {
+            "author": "shingo1228",
+            "title": "ComfyUI-SDXL-EmptyLatentImage [REVMOED]",
+            "id": "sdxl-emptylatent",
+            "reference": "https://github.com/shingo1228/ComfyUI-SDXL-EmptyLatentImage",
+            "files": [
+                "https://github.com/shingo1228/ComfyUI-SDXL-EmptyLatentImage"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes:SDXL Empty Latent Image. An extension node for ComfyUI that allows you to select a resolution from the pre-defined json files and output a Latent Image."
+        },
+        {
+            "author": "chaunceyyann",
+            "title": "ComfyUI Image Processing Nodes [REMOVED]",
+            "reference": "https://github.com/chaunceyyann/comfyui-image-processing-nodes",
+            "files": [
+                "https://github.com/chaunceyyann/comfyui-image-processing-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of custom nodes for ComfyUI focused on image processing operations."
+        },
+        {
+            "author": "OgreLemonSoup",
+            "title": "Gallery&Tabs [DEPRECATED]",
+            "id": "LoadImageGallery",
+            "reference": "https://github.com/OgreLemonSoup/ComfyUI-Load-Image-Gallery",
+            "files": [
+                "https://github.com/OgreLemonSoup/ComfyUI-Load-Image-Gallery"
+            ],
+            "install_type": "git-clone",
+            "description": "Adds a gallery to the Load Image node and tabs for Load Checkpoint/Lora/etc nodes"
+        },
+        {
+            "author": "11dogzi",
+            "title": "Qwen-Image ComfyUI [REMOVED]",
+            "reference": "https://github.com/11dogzi/Comfyui-Qwen-Image",
+            "files": [
+                "https://github.com/11dogzi/Comfyui-Qwen-Image"
+            ],
+            "install_type": "git-clone",
+            "description": "This is a custom node package that integrates the Qwen-Image model into ComfyUI."
+        },
+        {
+            "author": "BAIS1C",
+            "title": "ComfyUI-AudioDuration [REMOVED]",
+            "reference": "https://github.com/BAIS1C/ComfyUI_BASICDancePoser",
+            "files": [
+                "https://github.com/BAIS1C/ComfyUI_BASICDancePoser"
+            ],
+            "install_type": "git-clone",
+            "description": "Node to extract Dance poses from Music to control Video Generations.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "BAIS1C",
+            "title": "ComfyUI_BASICSAdvancedDancePoser [REMOVED]",
+            "reference": "https://github.com/BAIS1C/ComfyUI_BASICSAdvancedDancePoser",
+            "files": [
+                "https://github.com/BAIS1C/ComfyUI_BASICSAdvancedDancePoser"
+            ],
+            "install_type": "git-clone",
+            "description": "Professional COCO-WholeBody 133-keypoint dance animation system for ComfyUI"
+        },
+        {
+            "author": "fablestudio",
+            "title": "ComfyUI-Showrunner-Utils [REMOVED]",
+            "reference": "https://github.com/fablestudio/ComfyUI-Showrunner-Utils",
+            "files": [
+                "https://github.com/fablestudio/ComfyUI-Showrunner-Utils"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Align Face, Generate Timestamp, GetMostCommonColors, Alpha Crop and Position Image, Shrink Image"
+        },
+        {
+            "author": "skayka",
+            "title": "ComfyUI-DreamFit [REMOVED]",
+            "reference": "https://github.com/skayka/ComfyUI-DreamFit",
+            "files": [
+                "https://github.com/skayka/ComfyUI-DreamFit"
+            ],
+            "install_type": "git-clone",
+            "description": "Garment-centric human generation nodes for ComfyUI using DreamFit with Flux.\nDreamFit is a powerful adapter system that enhances Flux models with garment-aware generation capabilities, enabling high-quality fashion and clothing generation."
+        },
+        {
+            "author": "domenecmiralles",
+            "title": "obobo_nodes [REMOVED]",
+            "reference": "https://github.com/domenecmiralles/obobo_nodes",
+            "files": [
+                "https://github.com/domenecmiralles/obobo_nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of custom nodes for ComfyUI that provide various input and output capabilities."
+        },
+        {
+            "author": "NicholasKao1029",
+            "title": "comfyui-pixxio [REMOVED]",
+            "reference": "https://github.com/NicholasKao1029/comfyui-pixxio",
+            "files": [
+                "https://github.com/NicholasKao1029/comfyui-pixxio"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Auto-Upload Image to Pixxio Collection, Load Image from Pixx.io"
+        },
+        {
+            "author": "ComfyUI-Workflow",
+            "title": "ComfyUI OpenAI Nodes [REMOVED]",
+            "reference": "https://github.com/ComfyUI-Workflow/ComfyUI-OpenAI",
+            "files": [
+                "https://github.com/ComfyUI-Workflow/ComfyUI-OpenAI"
+            ],
+            "install_type": "git-clone",
+            "description": "By utilizing OpenAI's powerful vision models, this node enables you to incorporate state-of-the-art image understanding into your ComfyUI projects with minimal setup."
+        },
+        {
+            "author": "dionren",
+            "title": "Export Workflow With Cyuai Api Available Nodes [REMOVED]",
+            "id": "comfyUI-Pro-Export-Tool",
+            "reference": "https://github.com/dionren/ComfyUI-Pro-Export-Tool",
+            "files": [
+                "https://github.com/dionren/ComfyUI-Pro-Export-Tool"
+            ],
+            "install_type": "git-clone",
+            "description": "This is a node to convert workflows to cyuai api available nodes."
+        },
+        {
+            "author": "1H-hobit",
+            "title": "ComfyUI_InternVL3 [REMOVED]",
+            "reference": "https://github.com/1H-hobit/ComfyUI_InternVL3",
+            "files": [
+                "https://github.com/1H-hobit/ComfyUI_InternVL3"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI for [a/InternVL](https://github.com/OpenGVLab/InternVL)"
+        },
+        {
+            "author": "spacepxl",
+            "title": "ComfyUI-Florence-2 [DEPRECATED]",
+            "id": "florence2-spacepxl",
+            "reference": "https://github.com/spacepxl/ComfyUI-Florence-2",
+            "files": [
+                "https://github.com/spacepxl/ComfyUI-Florence-2"
+            ],
+            "install_type": "git-clone",
+            "description": "[a/https://huggingface.co/microsoft/Florence-2-large-ft](https://huggingface.co/microsoft/Florence-2-large-ft)\nLarge or base model, support for captioning and bbox task modes, more coming soon."
+        },
+        {
+            "author": "xxxxxxxxxxxc",
+            "title": "flux-kontext-diff-merge [REMOVED]",
+            "reference": "https://github.com/xxxxxxxxxxxc/flux-kontext-diff-merge",
+            "files": [
+                "https://github.com/xxxxxxxxxxxc/flux-kontext-diff-merge"
+            ],
+            "install_type": "git-clone",
+            "description": "Preserve image quality with flux-kontext-diff-merge. This ComfyUI node merges only changed areas from AI edits, ensuring clarity and detail."
+        },
+        {
+            "author": "TechnoByteJS",
+            "title": "TechNodes [REMOVED]",
+            "id": "technodes",
+            "reference": "https://github.com/TechnoByteJS/ComfyUI-TechNodes",
+            "files": [
+                "https://github.com/TechnoByteJS/ComfyUI-TechNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI nodes for merging, testing and more.\nNOTE: SDNext Merge, VAE Merge, MBW Layers, Repeat VAE, Quantization."
+        },
+        {
+            "author": "DDDDEEP",
+            "title": "ComfyUI-DDDDEEP [REMOVED]",
+            "reference": "https://github.com/DDDDEEP/ComfyUI-DDDDEEP",
+            "files": [
+                "https://github.com/DDDDEEP/ComfyUI-DDDDEEP"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: AutoWidthHeight, ReturnIntSeed, OppositeBool, PromptItemCollection"
+        },
+        {
+            "author": "manifestations",
+            "title": "ComfyUI Ethnic Outfits Custom Nodes [REMOVED]",
+            "reference": "https://github.com/manifestations/comfyui-outfits",
+            "files": [
+                "https://github.com/manifestations/comfyui-outfits"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom ComfyUI nodes for generating outfit prompts representing diverse ethnicities, cultures, and regions. Uses extensible JSON data for clothing, accessories, and poses, with “random/disabled” dropdowns for flexibility. Advanced prompt engineering is supported via Ollama LLM integration. Easily add new regions, ethnicities, or cultures by updating data files and creating lightweight node wrappers. Designed for artists, researchers, and developers seeking culturally rich, customizable prompt generation in ComfyUI workflows."
+        },
+        {
+            "author": "MitoshiroPJ",
+            "title": "ComfyUI Slothful Attention [REMOVED]",
+            "reference": "https://github.com/MitoshiroPJ/comfyui_slothful_attention",
+            "files": [
+                "https://github.com/MitoshiroPJ/comfyui_slothful_attention"
+            ],
+            "install_type": "git-clone",
+            "description": "This custom node allow controlling output without training. The reducing method is similar to [a/Spatial-Reduction Attention](https://paperswithcode.com/method/spatial-reduction-attention)."
+        },
+        {
+            "author": "MitoshiroPJ",
+            "title": "comfyui_focal_sampler [REMOVED]",
+            "reference": "https://github.com/MitoshiroPJ/comfyui_focal_sampler",
+            "files": [
+                "https://github.com/MitoshiroPJ/comfyui_focal_sampler"
+            ],
+            "install_type": "git-clone",
+            "description": "Apply additional sampling to specific area"
+        },
+        {
+            "author": "manifestations",
+            "title": "ComfyUI Ethnic Outfit & Prompt Enhancer Nodes [REMOVED]",
+            "reference": "https://github.com/manifestations/comfyui-indian-outfit",
+            "files": [
+                "https://github.com/manifestations/comfyui-indian-outfit"
+            ],
+            "install_type": "git-clone",
+            "description": "Features:\n* Extensive options for Indian, Indonesian, and international clothing, jewelry, accessories, and styles\n* Multiple jewelry and accessory fields (with material support: gold, diamond, silver, leather, beads, etc.)\n* Support for tattoos, henna, hair styles, poses, shot types, lighting, and photography genres\n* Seamless prompt expansion using your own Ollama LLM instance\n* Modular, extensible JSON data files for easy customization"
+        },
+        {
+            "author": "coVISIONSld",
+            "title": "ComfyUI-OmniGen2 [REMOVED]",
+            "reference": "https://github.com/coVISIONSld/ComfyUI-OmniGen2",
+            "files": [
+                "https://github.com/coVISIONSld/ComfyUI-OmniGen2"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI-OmniGen2 is a custom node package for the OmniGen2 model, enabling advanced text-to-image generation and visual understanding."
+        },
+        {
+            "author": "S4MUEL-404",
+            "title": "ComfyUI-S4Tool-Image-Overlay [REMOVED]",
+            "reference": "https://github.com/S4MUEL-404/ComfyUI-S4Tool-Image-Overlay",
+            "files": [
+                "https://github.com/S4MUEL-404/ComfyUI-S4Tool-Image-Overlay"
+            ],
+            "install_type": "git-clone",
+            "description": "Quickly set up image overlay effects"
+        },
+        {
+            "author": "akspa0",
+            "title": "ComfyUI-FapMixPlus [REMOVED]",
+            "reference": "https://github.com/akspa0/ComfyUI-FapMixPlus",
+            "files": [
+                "https://github.com/akspa0/ComfyUI-FapMixPlus"
+            ],
+            "install_type": "git-clone",
+            "description": "This is an audio processing script that applies soft limiting, optional loudness normalization, and optional slicing for transcription. It can also produce stereo-mixed outputs with optional audio appended to the end. The script organizes processed files into structured folders with sanitized filenames and retains original timestamps for continuity."
+        },
+        {
+            "author": "RedmondAI",
+            "title": "comfyui-tools [UNSAFE]",
+            "reference": "https://github.com/RedmondAI/comfyui-tools",
+            "files": [
+                "https://github.com/RedmondAI/comfyui-tools"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom extensions for ComfyUI used by the Redmond3D VFX team.[w/This node pack has a vulnerability that allows it to create files at arbitrary paths.]"
+        },
+        {
+            "author": "S4MUEL-404",
+            "title": "Image Position Blend [REMOVED]",
+            "id": "ComfyUI-Image-Position-Blend",
+            "version": "1.1",
+            "reference": "https://github.com/S4MUEL-404/ComfyUI-Image-Position-Blend",
+            "files": [
+                "https://github.com/S4MUEL-404/ComfyUI-Image-Position-Blend"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node for conveniently adjusting the overlay position of two images."
+        },
+        {
+            "author": "S4MUEL-404",
+            "title": "ComfyUI-Text-On-Image [REMOVED]",
+            "id": "ComfyUI-Text-On-Image",
+            "reference": "https://github.com/S4MUEL-404/ComfyUI-Text-On-Image",
+            "files": [
+                "https://github.com/S4MUEL-404/ComfyUI-Text-On-Image"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node for ComfyUI that allows users to add text overlays to images with customizable size, font, position, and shadow."
+        },
+        {
+            "author": "S4MUEL-404",
+            "title": "ComfyUI-Prompts-Selector [REMOVED]",
+            "reference": "https://github.com/S4MUEL-404/ComfyUI-Prompts-Selector",
+            "files": [
+                "https://github.com/S4MUEL-404/ComfyUI-Prompts-Selector"
+            ],
+            "install_type": "git-clone",
+            "description": "Quickly select preset prompts and merge them"
+        },
+        {
+            "author": "juntaosun",
+            "title": "ComfyUI_open_nodes [REMOVED]",
+             "reference": "https://github.com/juntaosun/ComfyUI_open_nodes",
+             "files": [
+                 "https://github.com/juntaosun/ComfyUI_open_nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI open nodes by juntaosun."
+        },
+        {
+            "author": "perilli",
+            "title": "apw_nodes [DEPRECATED]",
+            "reference": "https://github.com/alessandroperilli/apw_nodes",
+            "files": [
+                "https://github.com/alessandroperilli/apw_nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node suite to augment the capabilities of the [a/AP Workflows for ComfyUI](https://perilli.com/ai/comfyui/)[w/'APW_Nodes' has been newly added in place of 'apw_nodes'.]"
+        },
+        {
+            "author": "markuryy",
+            "title": "ComfyUI Spiritparticle Nodes [REMOVED]",
+            "reference": "https://github.com/markuryy/comfyui-spiritparticle",
+            "files": [
+                "https://github.com/markuryy/comfyui-spiritparticle"
+            ],
+            "install_type": "git-clone",
+            "description": "A node pack by spiritparticle."
+        },
+        {
+            "author": "SpaceKendo",
+            "title": "Text to video for Stable Video Diffusion in ComfyUI [REMOVED]",
+            "id": "svd-txt2vid",
+            "reference": "https://github.com/SpaceKendo/ComfyUI-svd_txt2vid",
+            "files": [
+                "https://github.com/SpaceKendo/ComfyUI-svd_txt2vid"
+            ],
+            "install_type": "git-clone",
+            "description": "This is node replaces the init_image conditioning for the [a/Stable Video Diffusion](https://github.com/Stability-AI/generative-models) image to video model with text embeds, together with a conditioning frame. The conditioning frame is a set of latents."
+        },
+        {
+            "author": "vovler",
+            "title": "ComfyUI Civitai Helper Extension [REMOVED]",
+            "reference": "https://github.com/vovler/comfyui-civitaihelper",
+            "files": [
+                "https://github.com/vovler/comfyui-civitaihelper"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI extension for parsing Civitai PNG workflows and automatically downloading missing models"
+        },
+        {
+            "author": "DriftJohnson",
+            "title": "DJZ-Nodes [REMOVED]",
+            "id": "DJZ-Nodes",
+            "reference": "https://github.com/MushroomFleet/DJZ-Nodes",
+            "files": [
+                "https://github.com/MushroomFleet/DJZ-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "AspectSize and other nodes"
+        },
+        {
+            "author": "DriftJohnson",
+            "title": "KokoroTTS Node [REMOVED]",
+            "reference": "https://github.com/MushroomFleet/DJZ-KokoroTTS",
+            "files": [
+                "https://github.com/MushroomFleet/DJZ-KokoroTTS"
+            ],
+            "install_type": "git-clone",
+            "description": "This node provides advanced text-to-speech functionality powered by KokoroTTS. Follow the instructions below to install, configure, and use the node within your portable ComfyUI installation."
+        },
+        {
+            "author": "MushroomFleet",
+            "title": "DJZ-Pedalboard [REMOVED]",
+            "reference": "https://github.com/MushroomFleet/DJZ-Pedalboard",
+            "files": [
+                "https://github.com/MushroomFleet/DJZ-Pedalboard"
+            ],
+            "install_type": "git-clone",
+            "description": "This project provides a collection of custom nodes designed for enhanced audio effects in ComfyUI. With an intuitive pedalboard interface, users can easily integrate and manipulate various audio effects within their workflows."
+        },
+        {
+            "author": "MushroomFleet",
+            "title": "SVG Suite for ComfyUI [REMOVED]",
+            "reference": "https://github.com/MushroomFleet/svg-suite",
+            "files": [
+                "https://github.com/MushroomFleet/svg-suite"
+            ],
+            "install_type": "git-clone",
+            "description": "SVG Suite is an advanced set of nodes for converting images to SVG in ComfyUI, expanding upon the functionality of ComfyUI-ToSVG."
+        },
+        {
+            "author": "joeriben",
+            "title": "AI4ArtsEd Ollama Prompt Node [DEPRECATED]",
+            "reference": "https://github.com/joeriben/ai4artsed_comfyui",
+            "files": [
+                "https://github.com/joeriben/ai4artsed_comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "Experimental nodes for ComfyUI. For more, see [a/https://kubi-meta.de/ai4artsed](https://kubi-meta.de/ai4artsed) A custom ComfyUI node for stylistic and cultural transformation of input text using local LLMs served via Ollama. This node allows you to combine a free-form prompt (e.g. translation, poetic recoding, genre shift) with externally supplied text in the ComfyUI graph. The result is processed via an Ollama-hosted model and returned as plain text."
+        },
+        {
+            "author": "bento234",
+            "title": "ComfyUI-bento-toolbox [REMOVED]",
+            "reference": "https://github.com/bento234/ComfyUI-bento-toolbox",
+            "files": [
+                "https://github.com/bento234/ComfyUI-bento-toolbox"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Tile Prompt Distributor"
+        },
+        {
+            "author": "yichengup",
+            "title": "ComfyUI-VideoBlender [REMOVED]",
+            "reference": "https://github.com/yichengup/ComfyUI-VideoBlender",
+            "files": [
+                "https://github.com/yichengup/ComfyUI-VideoBlender"
+            ],
+            "install_type": "git-clone",
+            "description": "Video clip mixing"
+        },
+        {
+            "author": "xl0",
+            "title": "latent-tools [REMOVED]",
+            "reference": "https://github.com/xl0/latent-tools",
+            "files": [
+                "https://github.com/xl0/latent-tools"
+            ],
+            "install_type": "git-clone",
+            "description": "Visualize and manipulate the latent space in ComfyUI"
+        },
+        {
+            "author": "Conor-Collins",
+            "title": "ComfyUI-CoCoTools [REMOVED]",
+            "reference": "https://github.com/Conor-Collins/coco_tools",
+            "files": [
+                "https://github.com/Conor-Collins/coco_tools"
+             ],
+             "install_type": "git-clone",
+             "description": "A set of custom nodes for ComfyUI providing advanced image processing, file handling, and utility functions."
+        },
+        {
+            "author": "theUpsider",
+            "title": "ComfyUI-Logic [DEPRECATED]",
+            "id": "comfy-logic",
+            "reference": "https://github.com/theUpsider/ComfyUI-Logic",
+            "files": [
+                "https://github.com/theUpsider/ComfyUI-Logic"
+            ],
+            "install_type": "git-clone",
+            "description": "An extension to ComfyUI that introduces logic nodes and conditional rendering capabilities."
+        },
+        {
+            "author": "Malloc-pix",
+            "title": "comfyui_qwen2.4_vl_node [REMOVED]",
+            "reference": "https://github.com/Malloc-pix/comfyui_qwen2.4_vl_node",
+            "files": [
+                "https://github.com/Malloc-pix/comfyui_qwen2.4_vl_node"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: CogVLM2 Captioner, CLIP Dynamic Text Encode(cy)"
+        },
+        {
+            "author": "inyourdreams-studio",
+            "title": "ComfyUI-RBLM [REMOVED]",
+            "reference": "https://github.com/inyourdreams-studio/comfyui-rblm",
+            "files": [
+                "https://github.com/inyourdreams-studio/comfyui-rblm"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node pack for ComfyUI that provides text manipulation nodes."
+        },
+        {
+            "author": "dream-computing",
+            "title": "SyntaxNodes - Image Processing Effects for ComfyUI [REMOVED]",
+            "reference": "https://github.com/dream-computing/syntax-nodes",
+            "files": [
+                "https://github.com/dream-computing/syntax-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of custom nodes for ComfyUI designed to apply various image processing effects, stylizations, and analyses."
+        },
+        {
+            "author": "UD1sto",
+            "title": "plugin-utils-nodes [DEPRECATED]",
+            "reference": "https://github.com/its-DeFine/plugin-utils-nodes",
+            "files": [
+                "https://github.com/its-DeFine/plugin-utils-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Compare Images (SimHash), Image Selector, Temporal Consistency, Update Image Reference, Frame Blend."
+        },
+        {
+            "author": "hanyingcho",
+            "title": "ComfyUI LLM Promp [REMOVED]",
+            "reference": "https://github.com/hanyingcho/comfyui-llmprompt",
+            "files": [
+                "https://github.com/hanyingcho/comfyui-llmprompt"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Load llm, Generate Text with LLM, Inference Qwen2VL, Inference Qwen2"
+        },
+        {
+            "author": "WASasquatch",
+            "title": "WAS Node Suite [DEPRECATED]",
+            "id": "was",
+            "reference": "https://github.com/WASasquatch/was-node-suite-comfyui",
+            "pip": ["numba"],
+            "files": [
+                "https://github.com/WASasquatch/was-node-suite-comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "A node suite for ComfyUI with many new nodes, such as image processing, text processing, and more."
+        },
+        {
+            "author": "TOM1063",
+            "title": "ComfyUI-SamuraiTools [REMOVED]",
+            "reference": "https://github.com/TOM1063/ComfyUI-SamuraiTools",
+            "files": [
+                "https://github.com/TOM1063/ComfyUI-SamuraiTools"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI custom node for switching integer values based on boolean conditions"
+        },
+        {
+            "author": "whitemoney293",
+            "title": "ComfyUI-MediaUtilities [REMOVED]",
+            "reference": "https://github.com/ThanaritKanjanametawatAU/ComfyUI-MediaUtilities",
+            "files": [
+                "https://github.com/ThanaritKanjanametawatAU/ComfyUI-MediaUtilities"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom nodes for loading and previewing media from URLs in ComfyUI."
+        },
+        {
+            "author": "pureexe",
+            "title": "DiffusionLight-ComfyUI [REMOVED]",
+            "reference": "https://github.com/pureexe/DiffusionLight-ComfyUI",
+            "files": [
+                "https://github.com/pureexe/DiffusionLight-ComfyUI"
+            ],
+            "install_type": "git-clone",
+            "description": "DiffusionLight (Turbo) implemented in ComfyUI"
+        },
+        {
+            "author": "gondar-software",
+            "title": "comfyui-custom-padding [REMOVED]",
+            "reference": "https://github.com/gondar-software/comfyui-custom-padding",
+            "files": [
+                "https://github.com/gondar-software/comfyui-custom-padding"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Adaptive image padding, Adaptive image unpadding"
+        },
+        {
+            "author": "Charonartist",
+            "title": "ComfyUI-EagleExporter [REMOVED]",
+            "reference": "https://github.com/Charonartist/ComfyUI-EagleExporter",
+            "files": [
+                "https://github.com/Charonartist/ComfyUI-EagleExporter"
+            ],
+            "install_type": "git-clone",
+            "description": "This is an extension that automatically saves video files generated with ComfyUI's 'video combine' extension to the Eagle library."
+        },
+        {
+            "author": "pomePLaszlo-collablyu",
+            "title": "comfyui_ejam [REMOVED]",
+            "reference": "https://github.com/PLaszlo-collab/comfyui_ejam",
+            "files": [
+                "https://github.com/PLaszlo-collab/comfyui_ejam"
+            ],
+            "install_type": "git-clone",
+            "description": "Ejam nodes for comfyui"
+        },
+        {
+            "author": "jonnydolake",
+            "title": "ComfyUI-AIR-Nodes [REMOVED]",
+            "reference": "https://github.com/jonnydolake/ComfyUI-AIR-Nodes",
+            "files": [
+                "https://github.com/jonnydolake/ComfyUI-AIR-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: String List To Prompt Schedule, Force Minimum Batch Size, Target Location (Crop), Target Location (Paste), Image Composite Chained, Match Image Count To Mask Count, Random Character Prompts, Parallax Test, Easy Parallax, Parallax GPU Test"
+        },
+        {
+            "author": "solution9th",
+            "title": "Comfyui_mobilesam [REMOVED]",
+            "reference": "https://github.com/solution9th/Comfyui_mobilesam",
+            "files": [
+                "https://github.com/solution9th/Comfyui_mobilesam"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Mobile SAM Model Loader, Mobile SAM Detector, Mobile SAM Predictor"
         },
-
-        
-
         {
             "author": "syaofox",
             "title": "ComfyUI_fnodes [REMOVED]",

node_db/new/model-list.json

@@ -1,5 +1,219 @@
 {
   "models": [
+
+    {
+      "name": "Comfy-Org/Wan2.2 i2v high noise 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for i2v high noise 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_i2v_high_noise_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_high_noise_14B_fp16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 i2v high noise 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for i2v high noise 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_high_noise_14B_fp8_scaled.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 i2v low noise 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for i2v low noise 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_i2v_low_noise_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_low_noise_14B_fp16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 i2v low noise 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for i2v low noise 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_i2v_low_noise_14B_fp8_scaled.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 t2v high noise 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for t2v high noise 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_t2v_high_noise_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_t2v_high_noise_14B_fp16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 t2v high noise 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for t2v high noise 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_t2v_high_noise_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_t2v_high_noise_14B_fp8_scaled.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 t2v low noise 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for t2v low noise 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_t2v_low_noise_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_t2v_low_noise_14B_fp16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 t2v low noise 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for t2v low noise 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_t2v_low_noise_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_t2v_low_noise_14B_fp8_scaled.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.2 ti2v 5B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.2",
+      "save_path": "diffusion_models/Wan2.2",
+      "description": "Wan2.2 diffusion model for ti2v 5B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged",
+      "filename": "wan2.2_ti2v_5B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged/resolve/main/split_files/diffusion_models/wan2.2_ti2v_5B_fp16.safetensors",
+      "size": "10.0GB"
+    },
+
+    {
+      "name": "sam2.1_hiera_tiny.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (tiny)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_tiny.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_tiny.pt",
+      "size": "149.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_small.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (small)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_small.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_small.pt",
+      "size": "176.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_base_plus.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (base+)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_base_plus.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_base_plus.pt",
+      "size": "309.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_large.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (large)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_large.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_large.pt",
+      "size": "857.0MB"
+    },
+
+    {
+      "name": "sam2_hiera_tiny.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (tiny)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_tiny.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_tiny.pt",
+      "size": "149.0MB"
+    },
+    {
+      "name": "sam2_hiera_small.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (small)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_small.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_small.pt",
+      "size": "176.0MB"
+    },
+    {
+      "name": "sam2_hiera_base_plus.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (base+)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_base_plus.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_base_plus.pt",
+      "size": "309.0MB"
+    },
+    {
+      "name": "sam2_hiera_large.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (large)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_large.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_large.pt",
+      "size": "857.0MB"
+    },
+
+    {
+      "name": "Comfy-Org/omnigen2_fp16.safetensors",
+      "type": "diffusion_model",
+      "base": "OmniGen2",
+      "save_path": "default",
+      "description": "OmniGen2 diffusion model. This is required for using OmniGen2.",
+      "reference": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged",
+      "filename": "omnigen2_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/omnigen2_fp16.safetensors",
+      "size": "7.93GB"
+    },
+    {
+      "name": "Comfy-Org/qwen_2.5_vl_fp16.safetensors",
+      "type": "clip",
+      "base": "qwen-2.5",
+      "save_path": "default",
+      "description": "text encoder for OmniGen2",
+      "reference": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged",
+      "filename": "qwen_2.5_vl_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/text_encoders/qwen_2.5_vl_fp16.safetensors",
+      "size": "7.51GB"
+    },
+
     {
       "name": "Latent Bridge Matching for Image Relighting",
       "type": "diffusion_model",
@@ -473,224 +687,6 @@
       "filename": "llava_llama3_fp16.safetensors",
       "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/text_encoders/llava_llama3_fp16.safetensors",
       "size": "16.1GB"
-    },
-
-    {
-      "name": "PixArt-Sigma-XL-2-512-MS.safetensors (diffusion)",
-      "type": "diffusion_model",
-      "base": "pixart-sigma",
-      "save_path": "diffusion_models/PixArt-Sigma",
-      "description": "PixArt-Sigma Diffusion model",
-      "reference": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-512-MS",
-      "filename": "PixArt-Sigma-XL-2-512-MS.safetensors",
-      "url": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-512-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
-      "size": "2.44GB"
-    },
-    {
-      "name": "PixArt-Sigma-XL-2-1024-MS.safetensors (diffusion)",
-      "type": "diffusion_model",
-      "base": "pixart-sigma",
-      "save_path": "diffusion_models/PixArt-Sigma",
-      "description": "PixArt-Sigma Diffusion model",
-      "reference": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-1024-MS",
-      "filename": "PixArt-Sigma-XL-2-1024-MS.safetensors",
-      "url": "https://huggingface.co/PixArt-alpha/PixArt-Sigma-XL-2-1024-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
-      "size": "2.44GB"
-    },
-    {
-      "name": "PixArt-XL-2-1024-MS.safetensors (diffusion)",
-      "type": "diffusion_model",
-      "base": "pixart-alpha",
-      "save_path": "diffusion_models/PixArt-Alpha",
-      "description": "PixArt-Alpha Diffusion model",
-      "reference": "https://huggingface.co/PixArt-alpha/PixArt-XL-2-1024-MS",
-      "filename": "PixArt-XL-2-1024-MS.safetensors",
-      "url": "https://huggingface.co/PixArt-alpha/PixArt-XL-2-1024-MS/resolve/main/transformer/diffusion_pytorch_model.safetensors",
-      "size": "2.45GB"
-    },
-    
-    {
-      "name": "Comfy-Org/hunyuan_video_t2v_720p_bf16.safetensors",
-      "type": "diffusion_model",
-      "base": "Hunyuan Video",
-      "save_path": "diffusion_models/hunyuan_video",
-      "description": "Huyuan Video diffusion model. repackaged version.",
-      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
-      "filename": "hunyuan_video_t2v_720p_bf16.safetensors",
-      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/diffusion_models/hunyuan_video_t2v_720p_bf16.safetensors",
-      "size": "25.6GB"
-    },
-    {
-      "name": "Comfy-Org/hunyuan_video_vae_bf16.safetensors",
-      "type": "VAE",
-      "base": "Hunyuan Video",
-      "save_path": "VAE",
-      "description": "Huyuan Video VAE model. repackaged version.",
-      "reference": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged",
-      "filename": "hunyuan_video_vae_bf16.safetensors",
-      "url": "https://huggingface.co/Comfy-Org/HunyuanVideo_repackaged/resolve/main/split_files/vae/hunyuan_video_vae_bf16.safetensors",
-      "size": "493MB"
-    },
-
-    {
-      "name": "LTX-Video 2B v0.9.1 Checkpoint",
-      "type": "checkpoint",
-      "base": "LTX-Video",
-      "save_path": "checkpoints/LTXV",
-      "description": "LTX-Video is the first DiT-based video generation model capable of generating high-quality videos in real-time. It produces 24 FPS videos at a 768x512 resolution faster than they can be watched. Trained on a large-scale dataset of diverse videos, the model generates high-resolution videos with realistic and varied content.",
-      "reference": "https://huggingface.co/Lightricks/LTX-Video",
-      "filename": "ltx-video-2b-v0.9.1.safetensors",
-      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltx-video-2b-v0.9.1.safetensors",
-      "size": "5.72GB"
-    },
-
-    {
-      "name": "XLabs-AI/flux-canny-controlnet-v3.safetensors",
-      "type": "controlnet",
-      "base": "FLUX.1",
-      "save_path": "xlabs/controlnets",
-      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
-      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
-      "filename": "flux-canny-controlnet-v3.safetensors",
-      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-canny-controlnet-v3.safetensors",
-      "size": "1.49GB"
-    },
-    {
-      "name": "XLabs-AI/flux-depth-controlnet-v3.safetensors",
-      "type": "controlnet",
-      "base": "FLUX.1",
-      "save_path": "xlabs/controlnets",
-      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
-      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
-      "filename": "flux-depth-controlnet-v3.safetensors",
-      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-depth-controlnet-v3.safetensors",
-      "size": "1.49GB"
-    },
-    {
-      "name": "XLabs-AI/flux-hed-controlnet-v3.safetensors",
-      "type": "controlnet",
-      "base": "FLUX.1",
-      "save_path": "xlabs/controlnets",
-      "description": "ControlNet checkpoints for FLUX.1-dev model by Black Forest Labs.",
-      "reference": "https://huggingface.co/XLabs-AI/flux-controlnet-collections",
-      "filename": "flux-hed-controlnet-v3.safetensors",
-      "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-hed-controlnet-v3.safetensors",
-      "size": "1.49GB"
-    },
-
-    {
-      "name": "XLabs-AI/realism_lora.safetensors",
-      "type": "lora",
-      "base": "FLUX.1",
-      "save_path": "xlabs/loras",
-      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
-      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
-      "filename": "realism_lora.safetensors",
-      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/realism_lora.safetensors",
-      "size": "44.8MB"
-    },
-    {
-      "name": "XLabs-AI/art_lora.safetensors",
-      "type": "lora",
-      "base": "FLUX.1",
-      "save_path": "xlabs/loras",
-      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
-      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
-      "filename": "art_lora.safetensors",
-      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/scenery_lora.safetensors",
-      "size": "44.8MB"
-    },
-    {
-      "name": "XLabs-AI/mjv6_lora.safetensors",
-      "type": "lora",
-      "base": "FLUX.1",
-      "save_path": "xlabs/loras",
-      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
-      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
-      "filename": "mjv6_lora.safetensors",
-      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/mjv6_lora.safetensors",
-      "size": "44.8MB"
-    },
-
-    {
-      "name": "XLabs-AI/flux-ip-adapter",
-      "type": "lora",
-      "base": "FLUX.1",
-      "save_path": "xlabs/ipadapters",
-      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
-      "reference": "https://huggingface.co/XLabs-AI/flux-ip-adapter",
-      "filename": "ip_adapter.safetensors",
-      "url": "https://huggingface.co/XLabs-AI/flux-ip-adapter/resolve/main/ip_adapter.safetensors",
-      "size": "982MB"
-    },
-    
-    {
-      "name": "stabilityai/SD3.5-Large-Controlnet-Blur",
-      "type": "controlnet",
-      "base": "SD3.5",
-      "save_path": "controlnet/SD3.5",
-      "description": "Blur Controlnet model for SD3.5 Large",
-      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
-      "filename": "sd3.5_large_controlnet_blur.safetensors",
-      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_blur.safetensors",
-      "size": "8.65GB"
-    },
-    {
-      "name": "stabilityai/SD3.5-Large-Controlnet-Canny",
-      "type": "controlnet",
-      "base": "SD3.5",
-      "save_path": "controlnet/SD3.5",
-      "description": "Canny Controlnet model for SD3.5 Large",
-      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
-      "filename": "sd3.5_large_controlnet_canny.safetensors",
-      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_canny.safetensors",
-      "size": "8.65GB"
-    },
-    {
-      "name": "stabilityai/SD3.5-Large-Controlnet-Depth",
-      "type": "controlnet",
-      "base": "SD3.5",
-      "save_path": "controlnet/SD3.5",
-      "description": "Depth Controlnet model for SD3.5 Large",
-      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
-      "filename": "sd3.5_large_controlnet_depth.safetensors",
-      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_depth.safetensors",
-      "size": "8.65GB"
-    },
-
-    {
-      "name": "LTX-Video 2B v0.9 Checkpoint",
-      "type": "checkpoint",
-      "base": "LTX-Video",
-      "save_path": "checkpoints/LTXV",
-      "description": "LTX-Video is the first DiT-based video generation model capable of generating high-quality videos in real-time. It produces 24 FPS videos at a 768x512 resolution faster than they can be watched. Trained on a large-scale dataset of diverse videos, the model generates high-resolution videos with realistic and varied content.",
-      "reference": "https://huggingface.co/Lightricks/LTX-Video",
-      "filename": "ltx-video-2b-v0.9.safetensors",
-      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltx-video-2b-v0.9.safetensors",
-      "size": "9.37GB"
-    },
-    {
-      "name": "InstantX/FLUX.1-dev-IP-Adapter",
-      "type": "IP-Adapter",
-      "base": "FLUX.1",
-      "save_path": "ipadapter-flux",
-      "description": "FLUX.1-dev-IP-Adapter",
-      "reference": "https://huggingface.co/InstantX/FLUX.1-dev-IP-Adapter",
-      "filename": "ip-adapter.bin",
-      "url": "https://huggingface.co/InstantX/FLUX.1-dev-IP-Adapter/resolve/main/ip-adapter.bin",
-      "size": "5.29GB"
-    },
-    
-    {
-      "name": "Comfy-Org/sigclip_vision_384 (patch14_384)",
-      "type": "clip_vision",
-      "base": "sigclip",
-      "save_path": "clip_vision",
-      "description": "This clip vision model is required for FLUX.1 Redux.",
-      "reference": "https://huggingface.co/Comfy-Org/sigclip_vision_384/tree/main",
-      "filename": "sigclip_vision_patch14_384.safetensors",
-      "url": "https://huggingface.co/Comfy-Org/sigclip_vision_384/resolve/main/sigclip_vision_patch14_384.safetensors",
-      "size": "857MB"
     }
   ]
 }

node_db/tutorial/custom-node-list.json

@@ -10,6 +10,16 @@
             "install_type": "git-clone",
             "description": "A minimal template for creating React/TypeScript frontend extensions for ComfyUI, with complete boilerplate setup including internationalization and unit testing."
         },
+        {
+            "author": "comfyui-wiki",
+            "title": "ComfyUI-i18n-demo",
+            "reference": "https://github.com/comfyui-wiki/ComfyUI-i18n-demo",
+            "files": [
+                "https://github.com/comfyui-wiki/ComfyUI-i18n-demo"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI custom node develop i18n support demo "
+        },
         {
             "author": "Suzie1",
             "title": "Guide To Making Custom Nodes in ComfyUI",
@@ -331,6 +341,26 @@
             ],
             "description": "Dynamic Node examples for ComfyUI",
             "install_type": "git-clone"
+        },
+        {
+            "author": "Jonathon-Doran",
+            "title": "remote-combo-demo",
+            "reference": "https://github.com/Jonathon-Doran/remote-combo-demo",
+            "files": [
+                "https://github.com/Jonathon-Doran/remote-combo-demo"
+            ],
+            "install_type": "git-clone",
+            "description": "A minimal test suite demonstrating how remote COMBO inputs behave in ComfyUI, with and without force_input"
+        },
+        {
+            "author": "J1mB091",
+            "title": "ComfyUI-J1mB091 Custom Nodes",
+            "reference": "https://github.com/J1mB091/ComfyUI-J1mB091",
+            "files": [
+                "https://github.com/J1mB091/ComfyUI-J1mB091"
+            ],
+            "install_type": "git-clone",
+            "description": "Vibe Coded ComfyUI Custom Nodes"
         }
     ]
 }

openapi.yaml

@@ -0,0 +1,903 @@
+openapi: 3.1.0
+info:
+  title: ComfyUI-Manager API
+  description: |
+    API for ComfyUI-Manager, a comprehensive management tool for ComfyUI custom nodes, models, and components.
+    This API enables programmatic access to node management, model downloading, snapshot operations,
+    and overall system configuration.
+  version: "3.32.3"
+  contact:
+    name: ComfyUI-Manager Maintainers
+servers:
+  - url: '/'
+    description: Default ComfyUI server
+
+# Common API components
+components:
+  schemas:
+    Error:
+      type: object
+      properties:
+        error:
+          type: string
+          description: Error message
+          
+    NodePackageMetadata:
+      type: object
+      properties:
+        title:
+          type: string
+          description: Display name of the node package
+        name:
+          type: string
+          description: Repository/package name
+        files:
+          type: array
+          items:
+            type: string
+          description: Source URLs for the package
+        description:
+          type: string
+          description: Description of the node package functionality
+        install_type:
+          type: string
+          enum: [git, copy, pip]
+          description: Installation method
+        version:
+          type: string
+          description: Version identifier
+        id:
+          type: string
+          description: Unique identifier for the node package
+        ui_id:
+          type: string
+          description: ID for UI reference
+        channel:
+          type: string
+          description: Source channel
+        mode:
+          type: string
+          description: Source mode
+        
+    ModelMetadata:
+      type: object
+      properties:
+        name:
+          type: string
+          description: Name of the model
+        type:
+          type: string
+          description: Type of model
+        base:
+          type: string
+          description: Base model type
+        save_path:
+          type: string
+          description: Path for saving the model
+        url:
+          type: string
+          description: Download URL
+        filename:
+          type: string
+          description: Target filename
+        ui_id:
+          type: string
+          description: ID for UI reference
+          
+    SnapshotItem:
+      type: string
+      description: Name of the snapshot
+
+    QueueStatus:
+      type: object
+      properties:
+        total_count:
+          type: integer
+          description: Total number of tasks
+        done_count:
+          type: integer
+          description: Number of completed tasks
+        in_progress_count:
+          type: integer
+          description: Number of tasks in progress
+        is_processing:
+          type: boolean
+          description: Whether the queue is currently processing
+
+    ImportFailInfoBulkRequest:
+      type: object
+      properties:
+        cnr_ids:
+          type: array
+          items:
+            type: string
+          description: A list of CNR IDs to check.
+        urls:
+          type: array
+          items:
+            type: string
+          description: A list of repository URLs to check.
+
+    ImportFailInfoBulkResponse:
+      type: object
+      additionalProperties:
+        $ref: '#/components/schemas/ImportFailInfoItem'
+      description: >-
+        A dictionary where each key is a cnr_id or url from the request,
+        and the value is the corresponding error info.
+
+    ImportFailInfoItem:
+      oneOf:
+        - type: object
+          properties:
+            error:
+              type: string
+            traceback:
+              type: string
+        - type: "null"
+
+  securitySchemes:
+    securityLevel:
+      type: apiKey
+      in: header
+      name: Security-Level
+      description: Security level for sensitive operations
+
+  parameters:
+    modeParam:
+      name: mode
+      in: query
+      description: Source mode (e.g., "local", "remote")
+      schema:
+        type: string
+        enum: [local, remote, default]
+        
+    targetParam:
+      name: target
+      in: query
+      description: Target identifier
+      required: true
+      schema:
+        type: string
+        
+    valueParam:
+      name: value
+      in: query
+      description: New value to set
+      required: true
+      schema:
+        type: string
+
+# API Paths
+paths:
+  # Custom Nodes Endpoints
+  /customnode/getmappings:
+    get:
+      summary: Get node-to-package mappings
+      description: Provides unified mapping between nodes and node packages
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                additionalProperties:
+                  type: array
+                  items:
+                    type: array
+                description: Mapping of node packages to node classes
+
+  /customnode/fetch_updates:
+    get:
+      summary: Check for updates
+      description: Fetches updates for custom nodes
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: No updates available
+        '201':
+          description: Updates found
+        '400':
+          description: Error occurred
+          
+  /customnode/installed:
+    get:
+      summary: Get installed custom nodes
+      description: Returns a list of installed node packages
+      parameters:
+        - name: mode
+          in: query
+          description: Lists mode, default or imported
+          schema:
+            type: string
+            enum: [default, imported]
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                additionalProperties:
+                  $ref: '#/components/schemas/NodePackageMetadata'
+                  
+  /customnode/getlist:
+    get:
+      summary: Get custom node list
+      description: Provides a list of available custom nodes
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+        - name: skip_update
+          in: query
+          description: Skip update check
+          schema:
+            type: boolean
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  channel:
+                    type: string
+                  node_packs:
+                    type: object
+                    additionalProperties:
+                      $ref: '#/components/schemas/NodePackageMetadata'
+                      
+  /customnode/alternatives:
+    get:
+      summary: Get alternative node options
+      description: Provides alternatives for nodes
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                additionalProperties:
+                  type: object
+                  
+  /customnode/versions/{node_name}:
+    get:
+      summary: Get available versions for a node
+      description: Lists all available versions for a specific node
+      parameters:
+        - name: node_name
+          in: path
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: array
+                items:
+                  type: object
+                  properties:
+                    version:
+                      type: string
+        '400':
+          description: Node not found
+          
+  /customnode/disabled_versions/{node_name}:
+    get:
+      summary: Get disabled versions for a node
+      description: Lists all disabled versions for a specific node
+      parameters:
+        - name: node_name
+          in: path
+          required: true
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: array
+                items:
+                  type: object
+                  properties:
+                    version:
+                      type: string
+        '400':
+          description: Node not found
+          
+  /customnode/import_fail_info:
+    post:
+      summary: Get import failure information
+      description: Returns information about why a node failed to import
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              type: object
+              properties:
+                cnr_id:
+                  type: string
+                url:
+                  type: string
+      responses:
+        '200':
+          description: Successful operation
+        '400':
+          description: No information available
+          
+  /v2/customnode/import_fail_info_bulk:
+    post:
+      summary: Get import failure info for multiple nodes
+      description: Retrieves recorded import failure information for a list of custom nodes.
+      tags:
+        - customnode
+      requestBody:
+        description: A list of CNR IDs or repository URLs to check.
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ImportFailInfoBulkRequest'
+      responses:
+        '200':
+          description: A dictionary containing the import failure information.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ImportFailInfoBulkResponse'
+        '400':
+          description: Bad Request. The request body is invalid.
+        '500':
+          description: Internal Server Error.
+        
+  /customnode/install/git_url:
+    post:
+      summary: Install custom node via Git URL
+      description: Installs a custom node from a Git repository URL
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          text/plain:
+            schema:
+              type: string
+      responses:
+        '200':
+          description: Installation successful or already installed
+        '400':
+          description: Installation failed
+        '403':
+          description: Security policy violation
+          
+  /customnode/install/pip:
+    post:
+      summary: Install custom node dependencies via pip
+      description: Installs Python package dependencies for custom nodes
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          text/plain:
+            schema:
+              type: string
+      responses:
+        '200':
+          description: Installation successful
+        '403':
+          description: Security policy violation
+          
+  # Model Management Endpoints
+  /externalmodel/getlist:
+    get:
+      summary: Get external model list
+      description: Provides a list of available external models
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  models:
+                    type: array
+                    items:
+                      $ref: '#/components/schemas/ModelMetadata'
+                      
+  # Queue Management Endpoints
+  /manager/queue/update_all:
+    get:
+      summary: Update all custom nodes
+      description: Queues update operations for all installed custom nodes
+      security:
+        - securityLevel: []
+      parameters:
+        - $ref: '#/components/parameters/modeParam'
+      responses:
+        '200':
+          description: Update queued successfully
+        '401':
+          description: Processing already in progress
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/reset:
+    get:
+      summary: Reset queue
+      description: Resets the operation queue
+      responses:
+        '200':
+          description: Queue reset successfully
+          
+  /manager/queue/status:
+    get:
+      summary: Get queue status
+      description: Returns the current status of the operation queue
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/QueueStatus'
+                
+  /manager/queue/install:
+    post:
+      summary: Install custom node
+      description: Queues installation of a custom node
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Installation queued successfully
+        '403':
+          description: Security policy violation
+        '404':
+          description: Target node not found or security issue
+          
+  /manager/queue/start:
+    get:
+      summary: Start queue processing
+      description: Starts processing the operation queue
+      responses:
+        '200':
+          description: Processing started
+        '201':
+          description: Processing already in progress
+          
+  /manager/queue/fix:
+    post:
+      summary: Fix custom node
+      description: Attempts to fix a broken custom node installation
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Fix operation queued successfully
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/reinstall:
+    post:
+      summary: Reinstall custom node
+      description: Uninstalls and then reinstalls a custom node
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Reinstall operation queued successfully
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/uninstall:
+    post:
+      summary: Uninstall custom node
+      description: Queues uninstallation of a custom node
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Uninstallation queued successfully
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/update:
+    post:
+      summary: Update custom node
+      description: Queues update of a custom node
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Update queued successfully
+        '403':
+          description: Security policy violation
+          
+  /manager/queue/disable:
+    post:
+      summary: Disable custom node
+      description: Disables a custom node without uninstalling it
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NodePackageMetadata'
+      responses:
+        '200':
+          description: Disable operation queued successfully
+          
+  /manager/queue/update_comfyui:
+    get:
+      summary: Update ComfyUI
+      description: Queues an update operation for ComfyUI itself
+      responses:
+        '200':
+          description: Update queued successfully
+          
+  /manager/queue/install_model:
+    post:
+      summary: Install model
+      description: Queues installation of a model
+      security:
+        - securityLevel: []
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ModelMetadata'
+      responses:
+        '200':
+          description: Installation queued successfully
+        '400':
+          description: Invalid model request
+        '403':
+          description: Security policy violation
+          
+  # Snapshot Management Endpoints
+  /snapshot/getlist:
+    get:
+      summary: Get snapshot list
+      description: Returns a list of available snapshots
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  items:
+                    type: array
+                    items:
+                      $ref: '#/components/schemas/SnapshotItem'
+                      
+  /snapshot/remove:
+    get:
+      summary: Remove snapshot
+      description: Removes a specified snapshot
+      security:
+        - securityLevel: []
+      parameters:
+        - $ref: '#/components/parameters/targetParam'
+      responses:
+        '200':
+          description: Snapshot removed successfully
+        '400':
+          description: Error removing snapshot
+        '403':
+          description: Security policy violation
+          
+  /snapshot/restore:
+    get:
+      summary: Restore snapshot
+      description: Restores a specified snapshot
+      security:
+        - securityLevel: []
+      parameters:
+        - $ref: '#/components/parameters/targetParam'
+      responses:
+        '200':
+          description: Snapshot restoration scheduled
+        '400':
+          description: Error restoring snapshot
+        '403':
+          description: Security policy violation
+          
+  /snapshot/get_current:
+    get:
+      summary: Get current snapshot
+      description: Returns the current system state as a snapshot
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+        '400':
+          description: Error creating snapshot
+          
+  /snapshot/save:
+    get:
+      summary: Save snapshot
+      description: Saves the current system state as a new snapshot
+      responses:
+        '200':
+          description: Snapshot saved successfully
+        '400':
+          description: Error saving snapshot
+          
+  # ComfyUI Management Endpoints
+  /comfyui_manager/comfyui_versions:
+    get:
+      summary: Get ComfyUI versions
+      description: Returns available and current ComfyUI versions
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  versions:
+                    type: array
+                    items:
+                      type: string
+                  current:
+                    type: string
+        '400':
+          description: Error retrieving versions
+          
+  /comfyui_manager/comfyui_switch_version:
+    get:
+      summary: Switch ComfyUI version
+      description: Switches to a specified ComfyUI version
+      parameters:
+        - name: ver
+          in: query
+          description: Target version
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Version switch successful
+        '400':
+          description: Error switching version
+          
+  /manager/reboot:
+    get:
+      summary: Reboot ComfyUI
+      description: Restarts the ComfyUI server
+      security:
+        - securityLevel: []
+      responses:
+        '200':
+          description: Reboot initiated
+        '403':
+          description: Security policy violation
+          
+  # Configuration Endpoints
+  /manager/preview_method:
+    get:
+      summary: Get or set preview method
+      description: Gets or sets the latent preview method
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New preview method
+          schema:
+            type: string
+            enum: [auto, latent2rgb, taesd, none]
+      responses:
+        '200':
+          description: Setting updated or current value returned
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/db_mode:
+    get:
+      summary: Get or set database mode
+      description: Gets or sets the database mode
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New database mode
+          schema:
+            type: string
+            enum: [channel, local, remote]
+      responses:
+        '200':
+          description: Setting updated or current value returned
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/policy/component:
+    get:
+      summary: Get or set component policy
+      description: Gets or sets the component policy
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New component policy
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Setting updated or current value returned
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/policy/update:
+    get:
+      summary: Get or set update policy
+      description: Gets or sets the update policy
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New update policy
+          schema:
+            type: string
+            enum: [stable, nightly, nightly-comfyui]
+      responses:
+        '200':
+          description: Setting updated or current value returned
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/channel_url_list:
+    get:
+      summary: Get or set channel URL
+      description: Gets or sets the channel URL for custom node sources
+      parameters:
+        - name: value
+          in: query
+          required: false
+          description: New channel name
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Setting updated or channel list returned
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  selected:
+                    type: string
+                  list:
+                    type: array
+                    items:
+                      type: object
+                      properties:
+                        name:
+                          type: string
+                        url:
+                          type: string
+                          
+  # Component Management Endpoints
+  /manager/component/save:
+    post:
+      summary: Save component
+      description: Saves a reusable workflow component
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              type: object
+              properties:
+                name:
+                  type: string
+                workflow:
+                  type: object
+      responses:
+        '200':
+          description: Component saved successfully
+          content:
+            text/plain:
+              schema:
+                type: string
+        '400':
+          description: Error saving component
+          
+  /manager/component/loads:
+    post:
+      summary: Load components
+      description: Loads all available workflow components
+      responses:
+        '200':
+          description: Components loaded successfully
+          content:
+            application/json:
+              schema:
+                type: object
+        '400':
+          description: Error loading components
+          
+  # Miscellaneous Endpoints
+  /manager/version:
+    get:
+      summary: Get manager version
+      description: Returns the current version of ComfyUI-Manager
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            text/plain:
+              schema:
+                type: string
+                
+  /manager/notice:
+    get:
+      summary: Get manager notice
+      description: Returns HTML content with notices and version information
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            text/html:
+              schema:
+                type: string

prestartup_script.py

@@ -38,7 +38,6 @@ else:
     def current_timestamp():
         return str(time.time()).split('.')[0]
 
-security_check.security_check()
 
 cm_global.pip_blacklist = {'torch', 'torchaudio', 'torchsde', 'torchvision'}
 cm_global.pip_downgrade_blacklist = ['torch', 'torchaudio', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']
@@ -119,19 +118,14 @@ def check_file_logging():
 
 read_config()
 read_uv_mode()
+security_check.security_check()
 check_file_logging()
 
-if sys.version_info < (3, 13):
+cm_global.pip_overrides = {}
-    cm_global.pip_overrides = {'numpy': 'numpy<2'}
-else:
-    cm_global.pip_overrides = {}
 
 if os.path.exists(manager_pip_overrides_path):
     with open(manager_pip_overrides_path, 'r', encoding="UTF-8", errors="ignore") as json_file:
         cm_global.pip_overrides = json.load(json_file)
-        
-        if sys.version_info < (3, 13):
-            cm_global.pip_overrides['numpy'] = 'numpy<2'
 
 
 if os.path.exists(manager_pip_blacklist_path):
@@ -344,7 +338,12 @@ try:
                     log_file.write(message)
                 else:
                     log_file.write(f"[{timestamp}] {message}")
-                log_file.flush()
+
+                try:
+                    log_file.flush()
+                except Exception:
+                    pass
+
                 self.last_char = message if message == '' else message[-1]
 
             if not file_only:
@@ -357,7 +356,10 @@ try:
                         original_stderr.flush()
 
         def flush(self):
-            log_file.flush()
+            try:
+                log_file.flush()
+            except Exception:
+                pass
 
             with std_log_lock:
                 if self.is_stdout:

pyproject.toml

@@ -1,9 +1,9 @@
 [project]
 name = "comfyui-manager"
 description = "ComfyUI-Manager provides features to install and manage custom nodes for ComfyUI, as well as various functionalities to assist with ComfyUI."
-version = "3.32.3"
+version = "3.37"
 license = { file = "LICENSE.txt" }
-dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions", "toml", "uv", "chardet"]
+dependencies = ["GitPython", "PyGithub", "matrix-nio", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions", "toml", "uv", "chardet"]
 
 [project.urls]
 Repository = "https://github.com/ltdrdata/ComfyUI-Manager"

requirements.txt

@@ -1,6 +1,6 @@
 GitPython
 PyGithub
-matrix-client==0.4.0
+matrix-nio
 transformers
 huggingface-hub>0.20
 typer

scanner.py

@@ -102,12 +102,8 @@ def extract_nodes(code_text):
 def scan_in_file(filename, is_builtin=False):
     global builtin_nodes
 
-    try:
+    with open(filename, encoding='utf-8', errors='ignore') as file:
-        with open(filename, encoding='utf-8') as file:
+        code = file.read()
-            code = file.read()
-    except UnicodeDecodeError:
-        with open(filename, encoding='cp949') as file:
-            code = file.read()
 
     pattern = r"_CLASS_MAPPINGS\s*=\s*{([^}]*)}"
     regex = re.compile(pattern, re.MULTILINE | re.DOTALL)
@@ -259,13 +255,13 @@ def clone_or_pull_git_repository(git_url):
             repo.git.submodule('update', '--init', '--recursive')
             print(f"Pulling {repo_name}...")
         except Exception as e:
-            print(f"Pulling {repo_name} failed: {e}")
+            print(f"Failed to pull '{repo_name}': {e}")
     else:
         try:
             Repo.clone_from(git_url, repo_dir, recursive=True)
             print(f"Cloning {repo_name}...")
         except Exception as e:
-            print(f"Cloning {repo_name} failed: {e}")
+            print(f"Failed to clone '{repo_name}': {e}")
 
 
 def update_custom_nodes():
@@ -297,7 +293,7 @@ def update_custom_nodes():
             pass
 
         def is_rate_limit_exceeded():
-            return g.rate_limiting[0] == 0
+            return g.rate_limiting[0] <= 20
 
         if is_rate_limit_exceeded():
             print(f"GitHub API Rate Limit Exceeded: remained - {(g.rate_limiting_resettime - datetime.datetime.now().timestamp())/60:.2f} min")
@@ -500,8 +496,15 @@ def gen_json(node_info):
                 nodes_in_url, metadata_in_url = data[git_url]
                 nodes = set(nodes_in_url)
 
-            for x, desc in node_list_json.items():
+            try:
-                nodes.add(x.strip())
+                for x, desc in node_list_json.items():
+                    nodes.add(x.strip())
+            except Exception as e:
+                print(f"\nERROR: Invalid json format '{node_list_json_path}'")
+                print("------------------------------------------------------")
+                print(e)
+                print("------------------------------------------------------")
+                node_list_json = {}
 
             metadata_in_url['title_aux'] = title