update README.md

update DB
2025-09-20 09:05:51 +09:00 · 2025-09-20 08:53:18 +09:00 · 2025-09-20 07:50:52 +09:00 · 2025-09-19 18:05:57 +09:00 · 2025-09-19 07:57:39 +09:00 · 2025-09-19 07:27:21 +09:00
31 changed files with 34090 additions and 10068 deletions
--- a/.github/workflows/publish-to-pypi.yml
+++ b/.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 
--- a/README.md
+++ b/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://registry.comfy.org/](https://registry.comfy.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)
--- a/cm-cli.py
+++ b/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 = {'numpy': 'numpy<2'}
-else:
-    cm_global.pip_overrides = {}
+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():
--- a/custom-node-list.json
+++ b/custom-node-list.json
--- a/extension-node-map.json
+++ b/extension-node-map.json
--- a/github-stats.json
+++ b/github-stats.json
--- a/glob/cnr_utils.py
+++ b/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:
--- a/glob/manager_core.py
+++ b/glob/manager_core.py
@@ -43,7 +43,7 @@ import manager_downloader
 from node_package import InstalledNodePackage


-version_code = [3, 33, 6]
+version_code = [3, 37]
 version_str = f"V{version_code[0]}.{version_code[1]}" + (f'.{version_code[2]}' if len(version_code) > 2 else '')


@@ -1484,6 +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)

@@ -1711,11 +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(),
@@ -1739,8 +1742,10 @@ def read_config():

    except Exception:
        import importlib.util
-        manager_util.use_uv = importlib.util.find_spec("uv") is not None
-        
+        # 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(),
@@ -1749,7 +1754,7 @@ def read_config():
            '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',
@@ -3110,6 +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:
@@ -3316,6 +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}")
--- a/glob/manager_downloader.py
+++ b/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):
--- a/glob/manager_server.py
+++ b/glob/manager_server.py
@@ -589,7 +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}"

--- a/glob/manager_util.py
+++ b/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:
-            return [sys.executable, '-s', '-m', 'uv', 'pip'] + cmd
-        else:
-            return [sys.executable, '-s', '-m', 'pip'] + cmd
-    else:
-        # FIXED: https://github.com/ltdrdata/ComfyUI-Manager/issues/1667
-        if use_uv:
-            return [sys.executable, '-m', 'uv', 'pip'] + cmd
-        else:
-            return [sys.executable, '-m', 'pip'] + cmd
+    """
+    Create a pip command by combining the cached base pip command with the given arguments.
+
+    Args:
+        cmd (list): List of pip command arguments (e.g., ['install', 'package'])
+
+    Returns:
+        list: Complete command list ready for subprocess execution
+    """
+    global use_uv
+    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}", "numpy<2"])
-                            subprocess.check_output(cmd, universal_newlines=True)
+                        cmd = make_pip_cmd(['install', f"{x}=={versions[0].version_string}"])
+                        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'
@@ -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}")
--- a/glob/security_check.py
+++ b/glob/security_check.py
@@ -73,13 +73,18 @@ https://blog.comfy.org/comfyui-statement-on-the-ultralytics-crypto-miner-situati
    detected = set()
    try:
        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]
-        if "pycrypto" in anthropic_reqs:
-            location = [x for x in anthropic_info.split('\n') if x.startswith("Location")][0].split(': ')[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")
+        requires_lines = [x for x in anthropic_info.split('\n') if x.startswith("Requires")]
+        if requires_lines:
+            anthropic_reqs = requires_lines[0].split(": ", 1)[1]
+            if "pycrypto" in anthropic_reqs:
+                location_lines = [x for x in anthropic_info.split('\n') if x.startswith("Location")]
+                if location_lines:
+                    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

--- a/glob/share_3rdparty.py
+++ b/glob/share_3rdparty.py
@@ -335,8 +335,7 @@ async def share_art(request):
        content_type = assetFileType

        try:
-            from matrix_client.api import MatrixHttpApi
-            from matrix_client.client import MatrixClient
+            from nio import AsyncClient, LoginResponse, UploadResponse

            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)
-            try:
-                token = client.login(username=matrix_auth['username'], password=matrix_auth['password'])
-                if not token:
-                    return web.json_response({"error": "Invalid Matrix credentials."}, content_type='application/json', status=400)
-            except:
+            client = AsyncClient(homeserver, matrix_auth['username'])
+
+            # Login
+            login_resp = await client.login(matrix_auth['password'])
+            if not isinstance(login_resp, LoginResponse) or not login_resp.access_token:
+                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)
-            matrix.send_content(comfyui_share_room_id, mxc_url, filename, 'm.image')
-            matrix.send_content(comfyui_share_room_id, workflow_json_mxc_url, 'workflow.json', 'm.file')
+            await client.room_send(
+                room_id=comfyui_share_room_id,
+                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()
--- a/js/comfyui-share-copus.js
+++ b/js/comfyui-share-copus.js
@@ -201,13 +201,15 @@ export class CopusShareDialog extends ComfyDialog {
    });
    this.LockInput = $el("input", {
      type: "text",
-      placeholder: "",
+      placeholder: "0",
      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;
@@ -375,7 +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"]),
      $el(
        "label",
        {
@@ -395,6 +397,7 @@ export class CopusShareDialog extends ComfyDialog {
                marginLeft: "5px",
                display: "flex",
                alignItems: "center",
+                position: "relative",
              },
            },
            [
@@ -408,8 +411,18 @@ export class CopusShareDialog extends ComfyDialog {
                    color: "#fff",
                  },
                },
-                ["Price US$"]
+                ["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,
            ]
          ),
@@ -420,7 +433,7 @@ export class CopusShareDialog extends ComfyDialog {
        { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
        [
          this.radioButtonsCheckOff_lock,
-            $el(
+          $el(
            "div",
            {
              style: {
@@ -429,9 +442,7 @@ export class CopusShareDialog extends ComfyDialog {
                alignItems: "center",
              },
            },
-            [
-              $el("span", { style: { marginLeft: "5px" } }, ["OFF"]),
-            ]
+            [$el("span", { style: { marginLeft: "5px" } }, ["OFF"])]
          ),
        ]
      ),
@@ -440,7 +451,6 @@ export class CopusShareDialog extends ComfyDialog {
        "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.",
        ]
      ),
    ]);
--- a/js/custom-nodes-manager.js
+++ b/js/custom-nodes-manager.js
@@ -1625,17 +1625,35 @@ export class CustomNodesManager {
 	getNodesInWorkflow() {
 		let usedGroupNodes = new Set();
 		let allUsedNodes = {};
+		const visitedGraphs = new Set();

-		for(let k in app.graph._nodes) {
-			let node = app.graph._nodes[k];
+		const visitGraph = (graph) => {
+			if (!graph || visitedGraphs.has(graph)) return;
+			visitedGraphs.add(graph);

-			if(node.type.startsWith('workflow>')) {
-				usedGroupNodes.add(node.type.slice(9));
-				continue;
+			const nodes = graph._nodes || graph.nodes || [];
+			for(let k in nodes) {
+				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;
--- a/model-list.json
+++ b/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",
@@ -4954,6 +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",
@@ -5056,6 +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",
@@ -5067,6 +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",
--- a/node_db/dev/custom-node-list.json
+++ b/node_db/dev/custom-node-list.json
--- a/node_db/dev/extension-node-map.json
+++ b/node_db/dev/extension-node-map.json
--- a/node_db/dev/github-stats.json
+++ b/node_db/dev/github-stats.json
--- a/node_db/dev/scan.sh
+++ b/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 $*
--- a/node_db/forked/custom-node-list.json
+++ b/node_db/forked/custom-node-list.json
@@ -1,5 +1,15 @@
 {
    "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",
--- a/node_db/legacy/custom-node-list.json
+++ b/node_db/legacy/custom-node-list.json
@@ -1,5 +1,603 @@
 {
    "custom_nodes": [
+        {
+            "author": "AlfredClark",
+            "title": "ComfyUI-ModelSpec [REMOVED]",
+            "reference": "https://github.com/AlfredClark/ComfyUI-ModelSpec",
+            "files": [
+                "https://github.com/AlfredClark/ComfyUI-ModelSpec"
+            ],
+            "install_type": "git-clone",
+            "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]",
--- a/node_db/new/custom-node-list.json
+++ b/node_db/new/custom-node-list.json
--- a/node_db/new/extension-node-map.json
+++ b/node_db/new/extension-node-map.json
--- a/node_db/new/model-list.json
+++ b/node_db/new/model-list.json
@@ -1,5 +1,196 @@
 {
  "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",
@@ -496,189 +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"
    }
  ]
 }
--- a/node_db/tutorial/custom-node-list.json
+++ b/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"
        }
    ]
 }
--- a/openapi.yaml
+++ b/openapi.yaml
@@ -104,6 +104,38 @@ components:
          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
@@ -306,6 +338,31 @@ paths:
        '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
--- a/prestartup_script.py
+++ b/prestartup_script.py
@@ -121,17 +121,11 @@ read_uv_mode()
 security_check.security_check()
 check_file_logging()

-if sys.version_info < (3, 13):
-    cm_global.pip_overrides = {'numpy': 'numpy<2'}
-else:
-    cm_global.pip_overrides = {}
+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):
--- a/pyproject.toml
+++ b/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 = "3.33.6"
+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"
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,6 @@
 GitPython
 PyGithub
-matrix-client==0.4.0
+matrix-nio
 transformers
 huggingface-hub>0.20
 typer
--- a/scanner.py
+++ b/scanner.py
@@ -255,13 +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():
@@ -496,8 +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():
-                nodes.add(x.strip())
+            try:
+                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