fix: Issue where the ComfyUI hash difference was not appearing in v2/snapshot/diff.

modified: use 'packaging.version` instead custom StrictVersion

README.md

@@ -215,13 +215,14 @@ The following settings are applied based on the section marked as `is_default`.
     downgrade_blacklist = <Set a list of packages to prevent downgrades. List them separated by commas.>
     security_level = <Set the security level => strong|normal|normal-|weak>
     always_lazy_install = <Whether to perform dependency installation on restart even in environments other than Windows.>
-    network_mode = <Set the network mode => public|private|offline>
+    network_mode = <Set the network mode => public|private|offline|personal_cloud>
     ```
 
     * network_mode:
       - public: An environment that uses a typical public network.
       - private: An environment that uses a closed network, where a private node DB is configured via `channel_url`. (Uses cache if available)
       - offline: An environment that does not use any external connections when using an offline network. (Uses cache if available)
+      - personal_cloud: Applies relaxed security features in cloud environments such as Google Colab or Runpod, where strong security is not required. 
 
 
 ## Additional Feature
@@ -312,31 +313,33 @@ When you run the `scan.sh` script:
 
 
 ## Security policy
-  * Edit `config.ini` file: add `security_level = <LEVEL>`
-    * `strong`
-      * doesn't allow `high` and `middle` level risky feature
-    * `normal`
-      * doesn't allow `high` level risky feature
-      * `middle` level risky feature is available
-    * `normal-`
-      * doesn't allow `high` level risky feature if `--listen` is specified and not starts with `127.`
-      * `middle` level risky feature is available
-    * `weak`
-      * all feature is available
 
-  * `high` level risky features
+The security settings are applied based on whether the ComfyUI server's listener is non-local and whether the network mode is set to `personal_cloud`.
-    * `Install via git url`, `pip install`
-    * Installation of custom nodes registered not in the `default channel`.
-    * Fix custom nodes
 
-  * `middle` level risky features
+* **non-local**: When the server is launched with `--listen` and is bound to a network range other than the local `127.` range, allowing remote IP access.
-    * Uninstall/Update
+* **personal\_cloud**: When the `network_mode` is set to `personal_cloud`.
-    * Installation of custom nodes registered in the `default channel`.
+
-    * Restore/Remove Snapshot
+
-    * Restart
+### Risky Level Table
+
+| Risky Level | features                                                                                                                              |
+|-------------|---------------------------------------------------------------------------------------------------------------------------------------|
+| high+       | * `Install via git url`, `pip install`<BR>* Installation of nodepack registered not in the `default channel`.                         |
+| high        | * Fix nodepack                                                                                                                        |
+| middle+     | * Uninstall/Update<BR>* Installation of nodepack registered in the `default channel`.<BR>* Restore/Remove Snapshot<BR>* Install model |
+| middle      | * Restart                                                                                                                             |
+| low         | * Update ComfyUI                                                                                                                      |
+
+
+### Security Level Table
+
+| Security Level | local                                                                                                                    | non-local (personal_cloud)                                                                                               | non-local (not personal_cloud) |
+|----------------|--------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------|--------------------------------|
+| strong         | * Only `weak` level risky features are allowed                                                                           | * Only `weak` level risky features are allowed                                                                           | * Only `weak` level risky features are allowed                               |
+| normal         | * `high+` and `high` level risky features are not allowed<BR>* `middle+` and `middle` level risky features are available | * `high+` and `high` level risky features are not allowed<BR>* `middle+` and `middle` level risky features are available | * `high+`, `high` and `middle+` level risky features are not allowed<BR>* `middle` level risky features are available
+| normal-        | * All features are available                                                                                             | * `high+` and `high` level risky features are not allowed<BR>* `middle+` and `middle` level risky features are available | * `high+`, `high` and `middle+` level risky features are not allowed<BR>* `middle` level risky features are available 
+| weak           | * All features are available                                                                                             | * All features are available                                                                                             | * `high+` and `middle+` level risky features are not allowed<BR>* `high`, `middle` and `low` level risky features are available
 
-  * `low` level risky features
-    * Update ComfyUI
 
 
 # Disclaimer

comfyui_manager/__init__.py

@@ -1,5 +1,10 @@
 import os
 import logging
+from aiohttp import web
+from .common.manager_security import HANDLER_POLICY
+from .common import manager_security
+from comfy.cli_args import args
+
 
 def prestartup():
     from . import prestartup_script  # noqa: F401
@@ -7,8 +12,6 @@ def prestartup():
 
 
 def start():
-    from comfy.cli_args import args
-
     logging.info('[START] ComfyUI-Manager')
     from .common import cm_global     # noqa: F401
 
@@ -17,15 +20,21 @@ def start():
             try:
                 from .legacy import manager_server  # noqa: F401
                 from .legacy import share_3rdparty  # noqa: F401
+                from .legacy import manager_core as core
                 import nodes
 
                 logging.info("[ComfyUI-Manager] Legacy UI is enabled.")
                 nodes.EXTENSION_WEB_DIRS['comfyui-manager-legacy'] = os.path.join(os.path.dirname(__file__), 'js')
             except Exception as e:
                 print("Error enabling legacy ComfyUI Manager frontend:", e)
+                core = None
         else:
             from .glob import manager_server  # noqa: F401
             from .glob import share_3rdparty  # noqa: F401
+            from .glob import manager_core as core
+
+        if core is not None:
+            manager_security.is_personal_cloud_mode = core.get_config()['network_mode'].lower() == 'personal_cloud'
 
 
 def should_be_disabled(fullpath:str) -> bool:
@@ -33,8 +42,6 @@ def should_be_disabled(fullpath:str) -> bool:
     1. Disables the legacy ComfyUI-Manager.
     2. The blocklist can be expanded later based on policies.
     """
-    from comfy.cli_args import args
-
     if not args.disable_manager:
         # In cases where installation is done via a zip archive, the directory name may not be comfyui-manager, and it may not contain a git repository.
         # It is assumed that any installed legacy ComfyUI-Manager will have at least 'comfyui-manager' in its directory name.
@@ -43,3 +50,55 @@ def should_be_disabled(fullpath:str) -> bool:
             return True
 
     return False
+
+
+def get_client_ip(request):
+    peername = request.transport.get_extra_info("peername")
+    if peername is not None:
+        host, port = peername
+        return host
+    
+    return "unknown"
+
+
+def create_middleware():
+    connected_clients = set()
+    is_local_mode = manager_security.is_loopback(args.listen)
+
+    @web.middleware
+    async def manager_middleware(request: web.Request, handler):
+        nonlocal connected_clients
+
+        # security policy for remote environments
+        prev_client_count = len(connected_clients)
+        client_ip = get_client_ip(request)
+        connected_clients.add(client_ip)
+        next_client_count = len(connected_clients)
+
+        if prev_client_count == 1 and next_client_count > 1:
+            manager_security.multiple_remote_alert()
+
+        policy = manager_security.get_handler_policy(handler)
+        is_banned = False
+
+        # policy check
+        if len(connected_clients) > 1:
+            if is_local_mode:
+                if HANDLER_POLICY.MULTIPLE_REMOTE_BAN_NON_LOCAL in policy:
+                    is_banned = True
+                if HANDLER_POLICY.MULTIPLE_REMOTE_BAN_NOT_PERSONAL_CLOUD in policy:
+                    is_banned = not manager_security.is_personal_cloud_mode
+
+        if HANDLER_POLICY.BANNED in policy:
+            is_banned = True
+
+        if is_banned:
+            logging.warning(f"[Manager] Banning request from {client_ip}: {request.path}")
+            response = web.Response(text="[Manager] This request is banned.", status=403)
+        else:
+            response: web.Response = await handler(request)
+
+        return response
+
+    return manager_middleware
+    

comfyui_manager/cm_cli/__main__.py

@@ -46,9 +46,6 @@ 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 = {}
 
 if os.path.exists(os.path.join(manager_util.comfyui_manager_path, "pip_overrides.json")):
@@ -152,9 +149,6 @@ class Ctx:
             with open(context.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(context.manager_pip_blacklist_path):
             with open(context.manager_pip_blacklist_path, 'r', encoding="UTF-8", errors="ignore") as f:
                 for x in f.readlines():

comfyui_manager/common/cnr_utils.py

@@ -180,7 +180,7 @@ 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())
@@ -191,7 +191,7 @@ 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:

comfyui_manager/common/context.py

@@ -106,4 +106,3 @@ def get_comfyui_tag():
     except Exception:
         return None
 
-

comfyui_manager/common/enums.py

@@ -4,6 +4,7 @@ class NetworkMode(enum.Enum):
     PUBLIC = "public"
     PRIVATE = "private"
     OFFLINE = "offline"
+    PERSONAL_CLOUD = "personal_cloud"
 
 class SecurityLevel(enum.Enum):
     STRONG = "strong"

comfyui_manager/common/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
+        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):

comfyui_manager/common/manager_security.py

@@ -0,0 +1,36 @@
+from enum import Enum
+
+is_personal_cloud_mode = False
+handler_policy = {}
+
+class HANDLER_POLICY(Enum):
+    MULTIPLE_REMOTE_BAN_NON_LOCAL = 1
+    MULTIPLE_REMOTE_BAN_NOT_PERSONAL_CLOUD = 2
+    BANNED = 3
+
+
+def is_loopback(address):
+    import ipaddress
+    try:
+        return ipaddress.ip_address(address).is_loopback
+    except ValueError:
+        return False
+
+
+def do_nothing():
+    pass
+
+
+def get_handler_policy(x):
+    return handler_policy.get(x) or set()
+
+def add_handler_policy(x, policy):
+    s = handler_policy.get(x)
+    if s is None:
+        s = set()
+        handler_policy[x] = s
+    
+    s.add(policy)
+    
+    
+multiple_remote_alert = do_nothing

comfyui_manager/common/manager_util.py

@@ -15,8 +15,7 @@ import re
 import logging
 import platform
 import shlex
-from . import cm_global
+from packaging import version
-
 
 cache_lock = threading.Lock()
 session_lock = threading.Lock()
@@ -25,6 +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 is_manager_pip_package():
     return not os.path.exists(os.path.join(comfyui_manager_path, '..', 'custom_nodes'))
@@ -58,62 +58,32 @@ def make_pip_cmd(cmd):
 #     print(f"[ComfyUI-Manager]  'distutils' package not found. Activating fallback mode for compatibility.")
 class StrictVersion:
     def __init__(self, version_string):
+        self.obj = version.parse(version_string)
         self.version_string = version_string
-        self.major = 0
+        self.major = self.obj.major
-        self.minor = 0
+        self.minor = self.obj.minor
-        self.patch = 0
+        self.patch = self.obj.micro
-        self.pre_release = None
-        self.parse_version_string()
-
-    def parse_version_string(self):
-        parts = self.version_string.split('.')
-        if not parts:
-            raise ValueError("Version string must not be empty")
-
-        self.major = int(parts[0])
-        self.minor = int(parts[1]) if len(parts) > 1 else 0
-        self.patch = int(parts[2]) if len(parts) > 2 else 0
-
-        # Handling pre-release versions if present
-        if len(parts) > 3:
-            self.pre_release = parts[3]
 
     def __str__(self):
-        version = f"{self.major}.{self.minor}.{self.patch}"
+        return self.version_string
-        if self.pre_release:
-            version += f"-{self.pre_release}"
-        return version
 
     def __eq__(self, other):
-        return (self.major, self.minor, self.patch, self.pre_release) == \
+        return self.obj == other.obj
-            (other.major, other.minor, other.patch, other.pre_release)
 
     def __lt__(self, other):
-        if (self.major, self.minor, self.patch) == (other.major, other.minor, other.patch):
+        return self.obj < other.obj
-            return self.pre_release_compare(self.pre_release, other.pre_release) < 0
-        return (self.major, self.minor, self.patch) < (other.major, other.minor, other.patch)
-
-    @staticmethod
-    def pre_release_compare(pre1, pre2):
-        if pre1 == pre2:
-            return 0
-        if pre1 is None:
-            return 1
-        if pre2 is None:
-            return -1
-        return -1 if pre1 < pre2 else 1
 
     def __le__(self, other):
-        return self == other or self < other
+        return self.obj == other.obj or self.obj < other.obj
 
     def __gt__(self, other):
-        return not self <= other
+        return not self.obj <= other.obj
 
     def __ge__(self, other):
-        return not self < other
+        return not self.obj < other.obj
 
     def __ne__(self, other):
-        return not self == other
+        return not self.obj == other.obj
 
 
 def simple_hash(input_string):
@@ -140,7 +110,7 @@ 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',
@@ -330,16 +300,9 @@ torch_torchvision_torchaudio_version_map = {
 }
 
 
-
+def torch_rollback(prev):
-class PIPFixer:
+    spec = prev.split('+')
-    def __init__(self, prev_pip_versions, comfyui_path, manager_files_path):
+    if len(spec) > 1:
-        self.prev_pip_versions = { **prev_pip_versions }
-        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'])
@@ -363,6 +326,13 @@ class PIPFixer:
 
     subprocess.check_output(cmd, universal_newlines=True)
 
+
+class PIPFixer:
+    def __init__(self, prev_pip_versions, comfyui_path, manager_files_path):
+        self.prev_pip_versions = { **prev_pip_versions }
+        self.comfyui_path = comfyui_path
+        self.manager_files_path = manager_files_path
+
     def fix_broken(self):
         new_pip_versions = get_installed_packages(True)
 
@@ -384,7 +354,7 @@ 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)
@@ -415,8 +385,7 @@ class PIPFixer:
 
                 if len(targets) > 0:
                     for x in targets:
-                        if sys.version_info < (3, 13):
+                        cmd = make_pip_cmd(['install', f"{x}=={versions[0].version_string}"])
-                            cmd = make_pip_cmd(['install', f"{x}=={versions[0].version_string}", "numpy<2"])
                         subprocess.check_output(cmd, universal_newlines=True)
 
                     logging.info(f"[ComfyUI-Manager] 'opencv' dependencies were fixed: {targets}")
@@ -424,23 +393,6 @@ class PIPFixer:
             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'
@@ -540,3 +492,69 @@ 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}")

comfyui_manager/common/security_check.py

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

comfyui_manager/common/snapshot_util.py

@@ -0,0 +1,136 @@
+from . import manager_util
+from . import git_utils
+import json
+import yaml
+import logging
+
+def read_snapshot(snapshot_path):
+    try:
+
+        with open(snapshot_path, 'r', encoding="UTF-8") as snapshot_file:
+            if snapshot_path.endswith('.json'):
+                info = json.load(snapshot_file)
+            elif snapshot_path.endswith('.yaml'):
+                info = yaml.load(snapshot_file, Loader=yaml.SafeLoader)
+                info = info['custom_nodes']
+
+            return info
+    except Exception as e:
+        logging.warning(f"Failed to read snapshot file: {snapshot_path}\nError: {e}")
+
+    return None
+
+
+def diff_snapshot(a, b):
+    if not a or not b:
+        return None
+
+    nodepack_diff = {
+        'added': {},
+        'removed': [],
+        'upgraded': {},
+        'downgraded': {},
+        'changed': []
+    }
+
+    pip_diff = {
+        'added': {},
+        'upgraded': {},
+        'downgraded': {}
+    }
+    
+    # check: comfyui
+    if a.get('comfyui') != b.get('comfyui'):
+        nodepack_diff['changed'].append('comfyui')
+
+    # check: cnr nodes
+    a_cnrs = a.get('cnr_custom_nodes', {})
+    b_cnrs = b.get('cnr_custom_nodes', {})
+
+    if 'comfyui-manager' in a_cnrs:
+        del a_cnrs['comfyui-manager']
+    if 'comfyui-manager' in b_cnrs:
+        del b_cnrs['comfyui-manager']
+
+    for k, v in a_cnrs.items():
+        if k not in b_cnrs.keys():
+            nodepack_diff['removed'].append(k)
+        elif a_cnrs[k] != b_cnrs[k]:
+            a_ver = manager_util.StrictVersion(a_cnrs[k])
+            b_ver = manager_util.StrictVersion(b_cnrs[k])
+            if a_ver < b_ver:
+                nodepack_diff['upgraded'][k] = {'from': a_cnrs[k], 'to': b_cnrs[k]}
+            elif a_ver > b_ver:
+                nodepack_diff['downgraded'][k] = {'from': a_cnrs[k], 'to': b_cnrs[k]}
+
+    added_cnrs = set(b_cnrs.keys()) - set(a_cnrs.keys())
+    for k in added_cnrs:
+        nodepack_diff['added'][k] = b_cnrs[k]
+
+    # check: git custom nodes
+    a_gits = a.get('git_custom_nodes', {})
+    b_gits = b.get('git_custom_nodes', {})
+
+    a_gits = {git_utils.normalize_url(k): v for k, v in a_gits.items() if k.lower() != 'comfyui-manager'}
+    b_gits = {git_utils.normalize_url(k): v for k, v in b_gits.items() if k.lower() != 'comfyui-manager'}
+
+    for k, v in a_gits.items():
+        if k not in b_gits.keys():
+            nodepack_diff['removed'].append(k)
+        elif not v['disabled'] and b_gits[k]['disabled']:
+            nodepack_diff['removed'].append(k)
+        elif v['disabled'] and not b_gits[k]['disabled']:
+            nodepack_diff['added'].append(k)
+        elif v['hash'] != b_gits[k]['hash']:
+            a_date = v.get('commit_timestamp')
+            b_date = b_gits[k].get('commit_timestamp')
+            if a_date is not None and b_date is not None:
+                if a_date < b_date:
+                    nodepack_diff['upgraded'].append(k)
+                elif a_date > b_date:
+                    nodepack_diff['downgraded'].append(k)
+            else:
+                nodepack_diff['changed'].append(k)
+
+    # check: pip packages
+    a_pip = a.get('pips', {})
+    b_pip = b.get('pips', {})
+    for k, v in a_pip.items():
+        if '==' in k:
+            package_name, version = k.split('==', 1)
+        else:
+            package_name, version = k, None
+        
+        for k2, v2 in b_pip.items():
+            if '==' in k2:
+                package_name2, version2 = k2.split('==', 1)
+            else:
+                package_name2, version2 = k2, None
+            
+            if package_name.lower() == package_name2.lower():
+                if version != version2:
+                    a_ver = manager_util.StrictVersion(version) if version else None
+                    b_ver = manager_util.StrictVersion(version2) if version2 else None
+                    if a_ver and b_ver:
+                        if a_ver < b_ver:
+                            pip_diff['upgraded'][package_name] = {'from': version, 'to': version2}
+                        elif a_ver > b_ver:
+                            pip_diff['downgraded'][package_name] = {'from': version, 'to': version2}
+                    elif not a_ver and b_ver:
+                        pip_diff['added'][package_name] = version2
+
+    a_pip_names = {k.split('==', 1)[0].lower() for k in a_pip.keys()}
+
+    for k in b_pip.keys():
+        if '==' in k:
+            package_name = k.split('==', 1)[0]
+            package_version = k.split('==', 1)[1]
+        else:
+            package_name = k
+            package_version = None
+        
+        if package_name.lower() not in a_pip_names:
+            if package_version:
+                pip_diff['added'][package_name] = package_version
+
+    return {'nodepack_diff': nodepack_diff, 'pip_diff': pip_diff}

comfyui_manager/data_models/README.md

@@ -29,6 +29,7 @@ datamodel-codegen \
   --use-subclass-enum \
   --field-constraints \
   --strict-types bytes \
+  --use-double-quotes \
   --input openapi.yaml \
   --output comfyui_manager/data_models/generated_models.py \
   --output-model-type pydantic_v2.BaseModel

comfyui_manager/data_models/__init__.py

@@ -31,8 +31,8 @@ from .generated_models import (
     ComfyUIVersionInfo,
     
     # Other models
-    Kind,
+    OperationType,
-    StatusStr,
+    OperationResult,
     ManagerPackInfo,
     ManagerPackInstalled,
     SelectedVersion,
@@ -49,6 +49,9 @@ from .generated_models import (
     UninstallPackParams,
     DisablePackParams,
     EnablePackParams,
+    UpdateAllQueryParams,
+    UpdateComfyUIQueryParams,
+    ComfyUISwitchVersionQueryParams,
     QueueStatus,
     ManagerMappings,
     ModelMetadata,
@@ -59,8 +62,8 @@ from .generated_models import (
     HistoryResponse,
     HistoryListResponse,
     InstallType,
-    OperationType,
+    SecurityLevel,
-    Result,
+    RiskLevel,
 )
 
 __all__ = [
@@ -86,8 +89,8 @@ __all__ = [
     "ComfyUIVersionInfo",
     
     # Other models
-    "Kind",
+    "OperationType",
-    "StatusStr",
+    "OperationResult",
     "ManagerPackInfo",
     "ManagerPackInstalled",
     "SelectedVersion",
@@ -104,6 +107,9 @@ __all__ = [
     "UninstallPackParams",
     "DisablePackParams",
     "EnablePackParams",
+    "UpdateAllQueryParams",
+    "UpdateComfyUIQueryParams",
+    "ComfyUISwitchVersionQueryParams",
     "QueueStatus",
     "ManagerMappings",
     "ModelMetadata",
@@ -114,6 +120,6 @@ __all__ = [
     "HistoryResponse",
     "HistoryListResponse",
     "InstallType",
-    "OperationType",
+    "SecurityLevel",
-    "Result",
+    "RiskLevel",
 ]

comfyui_manager/data_models/generated_models.py

@@ -1,6 +1,6 @@
 # generated by datamodel-codegen:
 #   filename:  openapi.yaml
-#   timestamp: 2025-06-14T01:44:21+00:00
+#   timestamp: 2025-06-27T04:01:45+00:00
 
 from __future__ import annotations
 
@@ -11,252 +11,298 @@ from typing import Any, Dict, List, Optional, Union
 from pydantic import BaseModel, Field, RootModel
 
 
-class Kind(str, Enum):
+class OperationType(str, Enum):
-    install = 'install'
+    install = "install"
-    uninstall = 'uninstall'
+    uninstall = "uninstall"
-    update = 'update'
+    update = "update"
-    update_all = 'update-all'
+    update_comfyui = "update-comfyui"
-    update_comfyui = 'update-comfyui'
+    fix = "fix"
-    fix = 'fix'
+    disable = "disable"
-    disable = 'disable'
+    enable = "enable"
-    enable = 'enable'
+    install_model = "install-model"
-    install_model = 'install-model'
 
 
-class StatusStr(str, Enum):
+class OperationResult(str, Enum):
-    success = 'success'
+    success = "success"
-    error = 'error'
+    failed = "failed"
-    skip = 'skip'
+    skipped = "skipped"
+    error = "error"
+    skip = "skip"
 
 
 class TaskExecutionStatus(BaseModel):
-    status_str: StatusStr = Field(..., description='Overall task execution status')
+    status_str: OperationResult
-    completed: bool = Field(..., description='Whether the task completed')
+    completed: bool = Field(..., description="Whether the task completed")
-    messages: List[str] = Field(..., description='Additional status messages')
+    messages: List[str] = Field(..., description="Additional status messages")
 
 
 class ManagerMessageName(str, Enum):
-    cm_task_completed = 'cm-task-completed'
+    cm_task_completed = "cm-task-completed"
-    cm_task_started = 'cm-task-started'
+    cm_task_started = "cm-task-started"
-    cm_queue_status = 'cm-queue-status'
+    cm_queue_status = "cm-queue-status"
 
 
 class ManagerPackInfo(BaseModel):
     id: str = Field(
         ...,
-        description='Either github-author/github-repo or name of pack from the registry',
+        description="Either github-author/github-repo or name of pack from the registry",
     )
-    version: str = Field(..., description='Semantic version or Git commit hash')
+    version: str = Field(..., description="Semantic version or Git commit hash")
-    ui_id: Optional[str] = Field(None, description='Task ID - generated internally')
+    ui_id: Optional[str] = Field(None, description="Task ID - generated internally")
 
 
 class ManagerPackInstalled(BaseModel):
     ver: str = Field(
         ...,
-        description='The version of the pack that is installed (Git commit hash or semantic version)',
+        description="The version of the pack that is installed (Git commit hash or semantic version)",
     )
     cnr_id: Optional[str] = Field(
-        None, description='The name of the pack if installed from the registry'
+        None, description="The name of the pack if installed from the registry"
     )
     aux_id: Optional[str] = Field(
         None,
-        description='The name of the pack if installed from github (author/repo-name format)',
+        description="The name of the pack if installed from github (author/repo-name format)",
     )
-    enabled: bool = Field(..., description='Whether the pack is enabled')
+    enabled: bool = Field(..., description="Whether the pack is enabled")
 
 
 class SelectedVersion(str, Enum):
-    latest = 'latest'
+    latest = "latest"
-    nightly = 'nightly'
+    nightly = "nightly"
 
 
 class ManagerChannel(str, Enum):
-    default = 'default'
+    default = "default"
-    recent = 'recent'
+    recent = "recent"
-    legacy = 'legacy'
+    legacy = "legacy"
-    forked = 'forked'
+    forked = "forked"
-    dev = 'dev'
+    dev = "dev"
-    tutorial = 'tutorial'
+    tutorial = "tutorial"
 
 
 class ManagerDatabaseSource(str, Enum):
-    remote = 'remote'
+    remote = "remote"
-    local = 'local'
+    local = "local"
-    cache = 'cache'
+    cache = "cache"
 
 
 class ManagerPackState(str, Enum):
-    installed = 'installed'
+    installed = "installed"
-    disabled = 'disabled'
+    disabled = "disabled"
-    not_installed = 'not_installed'
+    not_installed = "not_installed"
-    import_failed = 'import_failed'
+    import_failed = "import_failed"
-    needs_update = 'needs_update'
+    needs_update = "needs_update"
 
 
 class ManagerPackInstallType(str, Enum):
-    git_clone = 'git-clone'
+    git_clone = "git-clone"
-    copy = 'copy'
+    copy = "copy"
-    cnr = 'cnr'
+    cnr = "cnr"
+
+
+class SecurityLevel(str, Enum):
+    strong = "strong"
+    normal = "normal"
+    normal_ = "normal-"
+    weak = "weak"
+
+
+class RiskLevel(str, Enum):
+    block = "block"
+    high_ = "high+"
+    high = "high"
+    middle_ = "middle+"
+    middle = "middle"
 
 
 class UpdateState(Enum):
-    false = 'false'
+    false = "false"
-    true = 'true'
+    true = "true"
 
 
 class ManagerPack(ManagerPackInfo):
     author: Optional[str] = Field(
         None, description="Pack author name or 'Unclaimed' if added via GitHub crawl"
     )
-    files: Optional[List[str]] = Field(None, description='Files included in the pack')
+    files: Optional[List[str]] = Field(
-    reference: Optional[str] = Field(
+        None,
-        None, description='The type of installation reference'
+        description="Repository URLs for installation (typically contains one GitHub URL)",
     )
-    title: Optional[str] = Field(None, description='The display name of the pack')
+    reference: Optional[str] = Field(
+        None, description="The type of installation reference"
+    )
+    title: Optional[str] = Field(None, description="The display name of the pack")
     cnr_latest: Optional[SelectedVersion] = None
-    repository: Optional[str] = Field(None, description='GitHub repository URL')
+    repository: Optional[str] = Field(None, description="GitHub repository URL")
     state: Optional[ManagerPackState] = None
     update_state: Optional[UpdateState] = Field(
-        None, alias='update-state', description='Update availability status'
+        None, alias="update-state", description="Update availability status"
     )
-    stars: Optional[int] = Field(None, description='GitHub stars count')
+    stars: Optional[int] = Field(None, description="GitHub stars count")
-    last_update: Optional[datetime] = Field(None, description='Last update timestamp')
+    last_update: Optional[datetime] = Field(None, description="Last update timestamp")
-    health: Optional[str] = Field(None, description='Health status of the pack')
+    health: Optional[str] = Field(None, description="Health status of the pack")
-    description: Optional[str] = Field(None, description='Pack description')
+    description: Optional[str] = Field(None, description="Pack description")
-    trust: Optional[bool] = Field(None, description='Whether the pack is trusted')
+    trust: Optional[bool] = Field(None, description="Whether the pack is trusted")
     install_type: Optional[ManagerPackInstallType] = None
 
 
 class InstallPackParams(ManagerPackInfo):
     selected_version: Union[str, SelectedVersion] = Field(
-        ..., description='Semantic version, Git commit hash, latest, or nightly'
+        ..., description="Semantic version, Git commit hash, latest, or nightly"
     )
     repository: Optional[str] = Field(
         None,
-        description='GitHub repository URL (required if selected_version is nightly)',
+        description="GitHub repository URL (required if selected_version is nightly)",
     )
-    pip: Optional[List[str]] = Field(None, description='PyPi dependency names')
+    pip: Optional[List[str]] = Field(None, description="PyPi dependency names")
     mode: ManagerDatabaseSource
     channel: ManagerChannel
     skip_post_install: Optional[bool] = Field(
-        None, description='Whether to skip post-installation steps'
+        None, description="Whether to skip post-installation steps"
     )
 
 
 class UpdateAllPacksParams(BaseModel):
     mode: Optional[ManagerDatabaseSource] = None
-    ui_id: Optional[str] = Field(None, description='Task ID - generated internally')
+    ui_id: Optional[str] = Field(None, description="Task ID - generated internally")
 
 
 class UpdatePackParams(BaseModel):
-    node_name: str = Field(..., description='Name of the node package to update')
+    node_name: str = Field(..., description="Name of the node package to update")
     node_ver: Optional[str] = Field(
-        None, description='Current version of the node package'
+        None, description="Current version of the node package"
     )
 
 
 class UpdateComfyUIParams(BaseModel):
     is_stable: Optional[bool] = Field(
         True,
-        description='Whether to update to stable version (true) or nightly (false)',
+        description="Whether to update to stable version (true) or nightly (false)",
     )
     target_version: Optional[str] = Field(
         None,
-        description='Specific version to switch to (for version switching operations)',
+        description="Specific version to switch to (for version switching operations)",
     )
 
 
 class FixPackParams(BaseModel):
-    node_name: str = Field(..., description='Name of the node package to fix')
+    node_name: str = Field(..., description="Name of the node package to fix")
-    node_ver: str = Field(..., description='Version of the node package')
+    node_ver: str = Field(..., description="Version of the node package")
 
 
 class UninstallPackParams(BaseModel):
-    node_name: str = Field(..., description='Name of the node package to uninstall')
+    node_name: str = Field(..., description="Name of the node package to uninstall")
     is_unknown: Optional[bool] = Field(
-        False, description='Whether this is an unknown/unregistered package'
+        False, description="Whether this is an unknown/unregistered package"
     )
 
 
 class DisablePackParams(BaseModel):
-    node_name: str = Field(..., description='Name of the node package to disable')
+    node_name: str = Field(..., description="Name of the node package to disable")
     is_unknown: Optional[bool] = Field(
-        False, description='Whether this is an unknown/unregistered package'
+        False, description="Whether this is an unknown/unregistered package"
     )
 
 
 class EnablePackParams(BaseModel):
     cnr_id: str = Field(
-        ..., description='ComfyUI Node Registry ID of the package to enable'
+        ..., description="ComfyUI Node Registry ID of the package to enable"
     )
 
 
+class UpdateAllQueryParams(BaseModel):
+    client_id: str = Field(
+        ..., description="Client identifier that initiated the request"
+    )
+    ui_id: str = Field(..., description="Base UI identifier for task tracking")
+    mode: Optional[ManagerDatabaseSource] = None
+
+
+class UpdateComfyUIQueryParams(BaseModel):
+    client_id: str = Field(
+        ..., description="Client identifier that initiated the request"
+    )
+    ui_id: str = Field(..., description="UI identifier for task tracking")
+    stable: Optional[bool] = Field(
+        True,
+        description="Whether to update to stable version (true) or nightly (false)",
+    )
+
+
+class ComfyUISwitchVersionQueryParams(BaseModel):
+    ver: str = Field(..., description="Version to switch to")
+    client_id: str = Field(
+        ..., description="Client identifier that initiated the request"
+    )
+    ui_id: str = Field(..., description="UI identifier for task tracking")
+
+
 class QueueStatus(BaseModel):
     total_count: int = Field(
-        ..., description='Total number of tasks (pending + running)'
+        ..., description="Total number of tasks (pending + running)"
     )
-    done_count: int = Field(..., description='Number of completed tasks')
+    done_count: int = Field(..., description="Number of completed tasks")
-    in_progress_count: int = Field(..., description='Number of tasks currently running')
+    in_progress_count: int = Field(..., description="Number of tasks currently running")
     pending_count: Optional[int] = Field(
-        None, description='Number of tasks waiting to be executed'
+        None, description="Number of tasks waiting to be executed"
     )
-    is_processing: bool = Field(..., description='Whether the task worker is active')
+    is_processing: bool = Field(..., description="Whether the task worker is active")
     client_id: Optional[str] = Field(
-        None, description='Client ID (when filtered by client)'
+        None, description="Client ID (when filtered by client)"
     )
 
 
 class ManagerMappings1(BaseModel):
-    title_aux: Optional[str] = Field(None, description='The display name of the pack')
+    title_aux: Optional[str] = Field(None, description="The display name of the pack")
 
 
 class ManagerMappings(
     RootModel[Optional[Dict[str, List[Union[List[str], ManagerMappings1]]]]]
 ):
     root: Optional[Dict[str, List[Union[List[str], ManagerMappings1]]]] = Field(
-        None, description='Tuple of [node_names, metadata]'
+        None, description="Tuple of [node_names, metadata]"
     )
 
 
 class ModelMetadata(BaseModel):
-    name: str = Field(..., description='Name of the model')
+    name: str = Field(..., description="Name of the model")
-    type: str = Field(..., description='Type of model')
+    type: str = Field(..., description="Type of model")
-    base: Optional[str] = Field(None, description='Base model type')
+    base: Optional[str] = Field(None, description="Base model type")
-    save_path: Optional[str] = Field(None, description='Path for saving the model')
+    save_path: Optional[str] = Field(None, description="Path for saving the model")
-    url: str = Field(..., description='Download URL')
+    url: str = Field(..., description="Download URL")
-    filename: str = Field(..., description='Target filename')
+    filename: str = Field(..., description="Target filename")
-    ui_id: Optional[str] = Field(None, description='ID for UI reference')
+    ui_id: Optional[str] = Field(None, description="ID for UI reference")
 
 
 class InstallType(str, Enum):
-    git = 'git'
+    git = "git"
-    copy = 'copy'
+    copy = "copy"
-    pip = 'pip'
+    pip = "pip"
 
 
 class NodePackageMetadata(BaseModel):
-    title: Optional[str] = Field(None, description='Display name of the node package')
+    title: Optional[str] = Field(None, description="Display name of the node package")
-    name: Optional[str] = Field(None, description='Repository/package name')
+    name: Optional[str] = Field(None, description="Repository/package name")
-    files: Optional[List[str]] = Field(None, description='Source URLs for the package')
+    files: Optional[List[str]] = Field(None, description="Source URLs for the package")
     description: Optional[str] = Field(
-        None, description='Description of the node package functionality'
+        None, description="Description of the node package functionality"
     )
-    install_type: Optional[InstallType] = Field(None, description='Installation method')
+    install_type: Optional[InstallType] = Field(None, description="Installation method")
-    version: Optional[str] = Field(None, description='Version identifier')
+    version: Optional[str] = Field(None, description="Version identifier")
     id: Optional[str] = Field(
-        None, description='Unique identifier for the node package'
+        None, description="Unique identifier for the node package"
     )
-    ui_id: Optional[str] = Field(None, description='ID for UI reference')
+    ui_id: Optional[str] = Field(None, description="ID for UI reference")
-    channel: Optional[str] = Field(None, description='Source channel')
+    channel: Optional[str] = Field(None, description="Source channel")
-    mode: Optional[str] = Field(None, description='Source mode')
+    mode: Optional[str] = Field(None, description="Source mode")
 
 
 class SnapshotItem(RootModel[str]):
-    root: str = Field(..., description='Name of the snapshot')
+    root: str = Field(..., description="Name of the snapshot")
 
 
 class Error(BaseModel):
-    error: str = Field(..., description='Error message')
+    error: str = Field(..., description="Error message")
 
 
 class InstalledPacksResponse(RootModel[Optional[Dict[str, ManagerPackInstalled]]]):
@@ -265,142 +311,153 @@ class InstalledPacksResponse(RootModel[Optional[Dict[str, ManagerPackInstalled]]
 
 class HistoryListResponse(BaseModel):
     ids: Optional[List[str]] = Field(
-        None, description='List of available batch history IDs'
+        None, description="List of available batch history IDs"
     )
 
 
 class InstalledNodeInfo(BaseModel):
-    name: str = Field(..., description='Node package name')
+    name: str = Field(..., description="Node package name")
-    version: str = Field(..., description='Installed version')
+    version: str = Field(..., description="Installed version")
-    repository_url: Optional[str] = Field(None, description='Git repository URL')
+    repository_url: Optional[str] = Field(None, description="Git repository URL")
     install_method: str = Field(
-        ..., description='Installation method (cnr, git, pip, etc.)'
+        ..., description="Installation method (cnr, git, pip, etc.)"
     )
     enabled: Optional[bool] = Field(
-        True, description='Whether the node is currently enabled'
+        True, description="Whether the node is currently enabled"
     )
     install_date: Optional[datetime] = Field(
-        None, description='ISO timestamp of installation'
+        None, description="ISO timestamp of installation"
     )
 
 
 class InstalledModelInfo(BaseModel):
-    name: str = Field(..., description='Model filename')
+    name: str = Field(..., description="Model filename")
-    path: str = Field(..., description='Full path to model file')
+    path: str = Field(..., description="Full path to model file")
-    type: str = Field(..., description='Model type (checkpoint, lora, vae, etc.)')
+    type: str = Field(..., description="Model type (checkpoint, lora, vae, etc.)")
-    size_bytes: Optional[int] = Field(None, description='File size in bytes', ge=0)
+    size_bytes: Optional[int] = Field(None, description="File size in bytes", ge=0)
-    hash: Optional[str] = Field(None, description='Model file hash for verification')
+    hash: Optional[str] = Field(None, description="Model file hash for verification")
     install_date: Optional[datetime] = Field(
-        None, description='ISO timestamp when added'
+        None, description="ISO timestamp when added"
     )
 
 
 class ComfyUIVersionInfo(BaseModel):
-    version: str = Field(..., description='ComfyUI version string')
+    version: str = Field(..., description="ComfyUI version string")
-    commit_hash: Optional[str] = Field(None, description='Git commit hash')
+    commit_hash: Optional[str] = Field(None, description="Git commit hash")
-    branch: Optional[str] = Field(None, description='Git branch name')
+    branch: Optional[str] = Field(None, description="Git branch name")
     is_stable: Optional[bool] = Field(
-        False, description='Whether this is a stable release'
+        False, description="Whether this is a stable release"
     )
     last_updated: Optional[datetime] = Field(
-        None, description='ISO timestamp of last update'
+        None, description="ISO timestamp of last update"
     )
 
 
-class OperationType(str, Enum):
-    install = 'install'
-    update = 'update'
-    uninstall = 'uninstall'
-    fix = 'fix'
-    disable = 'disable'
-    enable = 'enable'
-    install_model = 'install-model'
-
-
-class Result(str, Enum):
-    success = 'success'
-    failed = 'failed'
-    skipped = 'skipped'
-
-
 class BatchOperation(BaseModel):
-    operation_id: str = Field(..., description='Unique operation identifier')
+    operation_id: str = Field(..., description="Unique operation identifier")
-    operation_type: OperationType = Field(..., description='Type of operation')
+    operation_type: OperationType
     target: str = Field(
-        ..., description='Target of the operation (node name, model name, etc.)'
+        ..., description="Target of the operation (node name, model name, etc.)"
     )
     target_version: Optional[str] = Field(
-        None, description='Target version for the operation'
+        None, description="Target version for the operation"
     )
-    result: Result = Field(..., description='Operation result')
+    result: OperationResult
     error_message: Optional[str] = Field(
-        None, description='Error message if operation failed'
+        None, description="Error message if operation failed"
     )
     start_time: datetime = Field(
-        ..., description='ISO timestamp when operation started'
+        ..., description="ISO timestamp when operation started"
     )
     end_time: Optional[datetime] = Field(
-        None, description='ISO timestamp when operation completed'
+        None, description="ISO timestamp when operation completed"
     )
     client_id: Optional[str] = Field(
-        None, description='Client that initiated the operation'
+        None, description="Client that initiated the operation"
     )
 
 
 class ComfyUISystemState(BaseModel):
     snapshot_time: datetime = Field(
-        ..., description='ISO timestamp when snapshot was taken'
+        ..., description="ISO timestamp when snapshot was taken"
     )
     comfyui_version: ComfyUIVersionInfo
     frontend_version: Optional[str] = Field(
-        None, description='ComfyUI frontend version if available'
+        None, description="ComfyUI frontend version if available"
     )
-    python_version: str = Field(..., description='Python interpreter version')
+    python_version: str = Field(..., description="Python interpreter version")
     platform_info: str = Field(
-        ..., description='Operating system and platform information'
+        ..., description="Operating system and platform information"
     )
     installed_nodes: Optional[Dict[str, InstalledNodeInfo]] = Field(
-        None, description='Map of installed node packages by name'
+        None, description="Map of installed node packages by name"
     )
     installed_models: Optional[Dict[str, InstalledModelInfo]] = Field(
-        None, description='Map of installed models by name'
+        None, description="Map of installed models by name"
     )
     manager_config: Optional[Dict[str, Any]] = Field(
-        None, description='ComfyUI Manager configuration settings'
+        None, description="ComfyUI Manager configuration settings"
+    )
+    comfyui_root_path: Optional[str] = Field(
+        None, description="ComfyUI root installation directory"
+    )
+    model_paths: Optional[Dict[str, List[str]]] = Field(
+        None, description="Map of model types to their configured paths"
+    )
+    manager_version: Optional[str] = Field(None, description="ComfyUI Manager version")
+    security_level: Optional[SecurityLevel] = None
+    network_mode: Optional[str] = Field(
+        None, description="Network mode (online, offline, private)"
+    )
+    cli_args: Optional[Dict[str, Any]] = Field(
+        None, description="Selected ComfyUI CLI arguments"
+    )
+    custom_nodes_count: Optional[int] = Field(
+        None, description="Total number of custom node packages", ge=0
+    )
+    failed_imports: Optional[List[str]] = Field(
+        None, description="List of custom nodes that failed to import"
+    )
+    pip_packages: Optional[Dict[str, str]] = Field(
+        None, description="Map of installed pip packages to their versions"
+    )
+    embedded_python: Optional[bool] = Field(
+        None,
+        description="Whether ComfyUI is running from an embedded Python distribution",
     )
 
 
 class BatchExecutionRecord(BaseModel):
-    batch_id: str = Field(..., description='Unique batch identifier')
+    batch_id: str = Field(..., description="Unique batch identifier")
-    start_time: datetime = Field(..., description='ISO timestamp when batch started')
+    start_time: datetime = Field(..., description="ISO timestamp when batch started")
     end_time: Optional[datetime] = Field(
-        None, description='ISO timestamp when batch completed'
+        None, description="ISO timestamp when batch completed"
     )
     state_before: ComfyUISystemState
     state_after: Optional[ComfyUISystemState] = Field(
-        None, description='System state after batch execution'
+        None, description="System state after batch execution"
     )
     operations: Optional[List[BatchOperation]] = Field(
-        None, description='List of operations performed in this batch'
+        None, description="List of operations performed in this batch"
     )
     total_operations: Optional[int] = Field(
-        0, description='Total number of operations in batch', ge=0
+        0, description="Total number of operations in batch", ge=0
     )
     successful_operations: Optional[int] = Field(
-        0, description='Number of successful operations', ge=0
+        0, description="Number of successful operations", ge=0
     )
     failed_operations: Optional[int] = Field(
-        0, description='Number of failed operations', ge=0
+        0, description="Number of failed operations", ge=0
     )
     skipped_operations: Optional[int] = Field(
-        0, description='Number of skipped operations', ge=0
+        0, description="Number of skipped operations", ge=0
     )
 
 
 class QueueTaskItem(BaseModel):
-    ui_id: str = Field(..., description='Unique identifier for the task')
+    ui_id: str = Field(..., description="Unique identifier for the task")
-    client_id: str = Field(..., description='Client identifier that initiated the task')
+    client_id: str = Field(..., description="Client identifier that initiated the task")
-    kind: Kind = Field(..., description='Type of task being performed')
+    kind: OperationType
     params: Union[
         InstallPackParams,
         UpdatePackParams,
@@ -415,50 +472,56 @@ class QueueTaskItem(BaseModel):
 
 
 class TaskHistoryItem(BaseModel):
-    ui_id: str = Field(..., description='Unique identifier for the task')
+    ui_id: str = Field(..., description="Unique identifier for the task")
-    client_id: str = Field(..., description='Client identifier that initiated the task')
+    client_id: str = Field(..., description="Client identifier that initiated the task")
-    kind: str = Field(..., description='Type of task that was performed')
+    kind: str = Field(..., description="Type of task that was performed")
-    timestamp: datetime = Field(..., description='ISO timestamp when task completed')
+    timestamp: datetime = Field(..., description="ISO timestamp when task completed")
-    result: str = Field(..., description='Task result message or details')
+    result: str = Field(..., description="Task result message or details")
     status: Optional[TaskExecutionStatus] = None
+    batch_id: Optional[str] = Field(
+        None, description="ID of the batch this task belongs to"
+    )
+    end_time: Optional[datetime] = Field(
+        None, description="ISO timestamp when task execution ended"
+    )
 
 
 class TaskStateMessage(BaseModel):
     history: Dict[str, TaskHistoryItem] = Field(
-        ..., description='Map of task IDs to their history items'
+        ..., description="Map of task IDs to their history items"
     )
     running_queue: List[QueueTaskItem] = Field(
-        ..., description='Currently executing tasks'
+        ..., description="Currently executing tasks"
     )
     pending_queue: List[QueueTaskItem] = Field(
-        ..., description='Tasks waiting to be executed'
+        ..., description="Tasks waiting to be executed"
     )
     installed_packs: Dict[str, ManagerPackInstalled] = Field(
-        ..., description='Map of currently installed node packages by name'
+        ..., description="Map of currently installed node packages by name"
     )
 
 
 class MessageTaskDone(BaseModel):
-    ui_id: str = Field(..., description='Task identifier')
+    ui_id: str = Field(..., description="Task identifier")
-    result: str = Field(..., description='Task result message')
+    result: str = Field(..., description="Task result message")
-    kind: str = Field(..., description='Type of task')
+    kind: str = Field(..., description="Type of task")
     status: Optional[TaskExecutionStatus] = None
-    timestamp: datetime = Field(..., description='ISO timestamp when task completed')
+    timestamp: datetime = Field(..., description="ISO timestamp when task completed")
     state: TaskStateMessage
 
 
 class MessageTaskStarted(BaseModel):
-    ui_id: str = Field(..., description='Task identifier')
+    ui_id: str = Field(..., description="Task identifier")
-    kind: str = Field(..., description='Type of task')
+    kind: str = Field(..., description="Type of task")
-    timestamp: datetime = Field(..., description='ISO timestamp when task started')
+    timestamp: datetime = Field(..., description="ISO timestamp when task started")
     state: TaskStateMessage
 
 
 class MessageTaskFailed(BaseModel):
-    ui_id: str = Field(..., description='Task identifier')
+    ui_id: str = Field(..., description="Task identifier")
-    error: str = Field(..., description='Error message')
+    error: str = Field(..., description="Error message")
-    kind: str = Field(..., description='Type of task')
+    kind: str = Field(..., description="Type of task")
-    timestamp: datetime = Field(..., description='ISO timestamp when task failed')
+    timestamp: datetime = Field(..., description="ISO timestamp when task failed")
     state: TaskStateMessage
 
 
@@ -466,11 +529,11 @@ class MessageUpdate(
     RootModel[Union[MessageTaskDone, MessageTaskStarted, MessageTaskFailed]]
 ):
     root: Union[MessageTaskDone, MessageTaskStarted, MessageTaskFailed] = Field(
-        ..., description='Union type for all possible WebSocket message updates'
+        ..., description="Union type for all possible WebSocket message updates"
     )
 
 
 class HistoryResponse(BaseModel):
     history: Optional[Dict[str, TaskHistoryItem]] = Field(
-        None, description='Map of task IDs to their history items'
+        None, description="Map of task IDs to their history items"
     )

comfyui_manager/glob/CLAUDE.md

@@ -8,3 +8,4 @@
   7. Adjust the `__init__.py` files in the `data_models` directory to match/export the new data model
   8. Only then, make the changes to the rest of the codebase
   9. Run the CI tests to verify that the changes are working
+- The comfyui_manager is a python package that is used to manage the comfyui server. There are two sub-packages `glob` and `legacy`. These represent the current version (`glob`) and the previous version (`legacy`), not including common utilities and data models. When developing, we work in the `glob` package. You can ignore the `legacy` package entirely, unless you have a very good reason to research how things were done in the legacy or prior major versions of the package. But in those cases, you should just look for the sake of knowledge or reflection, not for changing code (unless explicitly asked to do so).

comfyui_manager/glob/constants.py

@@ -1,6 +1,6 @@
-from comfy.cli_args import args
 
-SECURITY_MESSAGE_MIDDLE_OR_BELOW = "ERROR: To use this action, a security_level of `middle or below` is required. Please contact the administrator.\nReference: https://github.com/ltdrdata/ComfyUI-Manager#security-policy"
+SECURITY_MESSAGE_MIDDLE = "ERROR: To use this action, a security_level of `normal or below` is required. Please contact the administrator.\nReference: https://github.com/ltdrdata/ComfyUI-Manager#security-policy"
+SECURITY_MESSAGE_MIDDLE_P = "ERROR: To use this action, security_level must be `normal or below`, and network_mode must be set to `personal_cloud`. Please contact the administrator.\nReference: https://github.com/ltdrdata/ComfyUI-Manager#security-policy"
 SECURITY_MESSAGE_NORMAL_MINUS = "ERROR: To use this feature, you must either set '--listen' to a local IP and set the security level to 'normal-' or lower, or set the security level to 'middle' or 'weak'. Please contact the administrator.\nReference: https://github.com/ltdrdata/ComfyUI-Manager#security-policy"
 SECURITY_MESSAGE_GENERAL = "ERROR: This installation is not allowed in this security_level. Please contact the administrator.\nReference: https://github.com/ltdrdata/ComfyUI-Manager#security-policy"
 SECURITY_MESSAGE_NORMAL_MINUS_MODEL = "ERROR: Downloading models that are not in '.safetensors' format is only allowed for models registered in the 'default' channel at this security level. If you want to download this model, set the security level to 'normal-' or lower."
@@ -15,9 +15,6 @@ def is_loopback(address):
         return False
 
 
-is_local_mode = is_loopback(args.listen)
-
-
 model_dir_name_map = {
     "checkpoints": "checkpoints",
     "checkpoint": "checkpoints",
@@ -37,3 +34,22 @@ model_dir_name_map = {
     "unet": "diffusion_models",
     "diffusion_model": "diffusion_models",
 }
+
+# List of all model directory names used for checking installed models
+MODEL_DIR_NAMES = [
+    "checkpoints",
+    "loras",
+    "vae",
+    "text_encoders",
+    "diffusion_models",
+    "clip_vision",
+    "embeddings",
+    "diffusers",
+    "vae_approx",
+    "controlnet",
+    "gligen",
+    "upscale_models",
+    "hypernetworks",
+    "photomaker",
+    "classifiers",
+]

comfyui_manager/glob/manager_core.py

@@ -304,16 +304,84 @@ class ManagedResult:
         return self
 
 
+class NormalizedKeyDict:
+    def __init__(self):
+        self._store = {}
+        self._key_map = {}
+
+    def _normalize_key(self, key):
+        if isinstance(key, str):
+            return key.strip().lower()
+        return key
+
+    def __setitem__(self, key, value):
+        norm_key = self._normalize_key(key)
+        self._key_map[norm_key] = key
+        self._store[key] = value
+
+    def __getitem__(self, key):
+        norm_key = self._normalize_key(key)
+        original_key = self._key_map[norm_key]
+        return self._store[original_key]
+
+    def __delitem__(self, key):
+        norm_key = self._normalize_key(key)
+        original_key = self._key_map.pop(norm_key)
+        del self._store[original_key]
+
+    def __contains__(self, key):
+        return self._normalize_key(key) in self._key_map
+
+    def get(self, key, default=None):
+        return self[key] if key in self else default
+
+    def setdefault(self, key, default=None):
+        if key in self:
+            return self[key]
+        self[key] = default
+        return default
+
+    def pop(self, key, default=None):
+        if key in self:
+            val = self[key]
+            del self[key]
+            return val
+        if default is not None:
+            return default
+        raise KeyError(key)
+
+    def keys(self):
+        return self._store.keys()
+
+    def values(self):
+        return self._store.values()
+
+    def items(self):
+        return self._store.items()
+
+    def __iter__(self):
+        return iter(self._store)
+
+    def __len__(self):
+        return len(self._store)
+
+    def __repr__(self):
+        return repr(self._store)
+
+    def to_dict(self):
+        return dict(self._store)
+
+
 class UnifiedManager:
     def __init__(self):
         self.installed_node_packages: dict[str, InstalledNodePackage] = {}
 
-        self.cnr_inactive_nodes = {}       # node_id -> node_version -> fullpath
+        self.cnr_inactive_nodes = NormalizedKeyDict()       # node_id -> node_version -> fullpath
-        self.nightly_inactive_nodes = {}   # node_id -> fullpath
+        self.nightly_inactive_nodes = NormalizedKeyDict()   # node_id -> fullpath
         self.unknown_inactive_nodes = {}                    # node_id -> repo url * fullpath
-        self.active_nodes = {}             # node_id -> node_version * fullpath
+        self.active_nodes = NormalizedKeyDict()             # node_id -> node_version * fullpath
         self.unknown_active_nodes = {}                      # node_id -> repo url * fullpath
-        self.cnr_map = {}                  # node_id -> cnr info
+        self.cnr_map = NormalizedKeyDict()                  # node_id -> cnr info
         self.repo_cnr_map = {}                              # repo_url -> cnr info
         self.custom_node_map_cache = {}                     # (channel, mode) -> augmented custom node list json
         self.processed_install = set()
@@ -721,7 +789,7 @@ class UnifiedManager:
         channel = normalize_channel(channel)
         nodes = await self.load_nightly(channel, mode)
 
-        res = {}
+        res = NormalizedKeyDict()
         added_cnr = set()
         for v in nodes.values():
             v = v[0]
@@ -1558,16 +1626,18 @@ def read_config():
         config = configparser.ConfigParser(strict=False)
         config.read(context.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(),
                     'git_exe': default_conf.get('git_exe', ''),
-                    'use_uv': get_bool('use_uv', False),
+                    'use_uv': get_bool('use_uv', True),
                     'channel_url': default_conf.get('channel_url', DEFAULT_CHANNEL),
                     'default_cache_as_channel_url': get_bool('default_cache_as_channel_url', False),
                     'share_option': default_conf.get('share_option', 'all').lower(),
@@ -1585,16 +1655,20 @@ def read_config():
                }
 
     except Exception:
-        manager_util.use_uv = False
+        import importlib.util
+        # temporary disable `uv` on Windows by default (https://github.com/Comfy-Org/ComfyUI-Manager/issues/1969)
+        manager_util.use_uv = importlib.util.find_spec("uv") is not None and platform.system() != "Windows"
+        manager_util.bypass_ssl = False
+
         return {
             'http_channel_enabled': False,
             'preview_method': manager_funcs.get_current_preview_method(),
             'git_exe': '',
-            'use_uv': False,
+            'use_uv': manager_util.use_uv,
             'channel_url': DEFAULT_CHANNEL,
             'default_cache_as_channel_url': False,
             'share_option': 'all',
-            'bypass_ssl': False,
+            'bypass_ssl': manager_util.bypass_ssl,
             'file_logging': True,
             'component_policy': 'workflow',
             'update_policy': 'stable-comfyui',
@@ -2572,8 +2646,8 @@ async def get_current_snapshot(custom_nodes_only = False):
                         commit_hash = git_utils.get_commit_hash(fullpath)
                         url = git_utils.git_url(fullpath)
                         git_custom_nodes[url] = dict(hash=commit_hash, disabled=is_disabled)
-                except Exception:
+                except Exception as e:
-                    print(f"Failed to extract snapshots for the custom node '{path}'.")
+                    print(f"Failed to extract snapshots for the custom node '{path}'. / {e}")
 
             elif path.endswith('.py'):
                 is_disabled = path.endswith(".py.disabled")
@@ -2791,7 +2865,7 @@ async def get_unified_total_nodes(channel, mode, regsitry_cache_mode='cache'):
 
         if cnr_id is not None:
             # cnr or nightly version
-            cnr_ids.remove(cnr_id)
+            cnr_ids.discard(cnr_id)
             updatable = False
             cnr = unified_manager.cnr_map[cnr_id]
 
@@ -2955,6 +3029,11 @@ 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:
@@ -3161,6 +3240,8 @@ 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}")

comfyui_manager/glob/utils/model_utils.py

@@ -1,9 +1,10 @@
 import os
 import logging
+import concurrent.futures
 import folder_paths
 
 from comfyui_manager.glob import manager_core as core
-from comfyui_manager.glob.constants import model_dir_name_map
+from comfyui_manager.glob.constants import model_dir_name_map, MODEL_DIR_NAMES
 
 
 def get_model_dir(data, show_log=False):
@@ -72,3 +73,89 @@ def get_model_path(data, show_log=False):
             return os.path.join(base_model, os.path.basename(data["url"]))
         else:
             return os.path.join(base_model, data["filename"])
+
+
+def check_model_installed(json_obj):
+    def is_exists(model_dir_name, filename, url):
+        if filename == "<huggingface>":
+            filename = os.path.basename(url)
+
+        dirs = folder_paths.get_folder_paths(model_dir_name)
+
+        for x in dirs:
+            if os.path.exists(os.path.join(x, filename)):
+                return True
+
+        return False
+
+    total_models_files = set()
+    for x in MODEL_DIR_NAMES:
+        for y in folder_paths.get_filename_list(x):
+            total_models_files.add(y)
+
+    def process_model_phase(item):
+        if (
+            "diffusion" not in item["filename"]
+            and "pytorch" not in item["filename"]
+            and "model" not in item["filename"]
+        ):
+            # non-general name case
+            if item["filename"] in total_models_files:
+                item["installed"] = "True"
+                return
+
+        if item["save_path"] == "default":
+            model_dir_name = model_dir_name_map.get(item["type"].lower())
+            if model_dir_name is not None:
+                item["installed"] = str(
+                    is_exists(model_dir_name, item["filename"], item["url"])
+                )
+            else:
+                item["installed"] = "False"
+        else:
+            model_dir_name = item["save_path"].split("/")[0]
+            if model_dir_name in folder_paths.folder_names_and_paths:
+                if is_exists(model_dir_name, item["filename"], item["url"]):
+                    item["installed"] = "True"
+
+            if "installed" not in item:
+                if item["filename"] == "<huggingface>":
+                    filename = os.path.basename(item["url"])
+                else:
+                    filename = item["filename"]
+
+                fullpath = os.path.join(
+                    folder_paths.models_dir, item["save_path"], filename
+                )
+
+                item["installed"] = "True" if os.path.exists(fullpath) else "False"
+
+    with concurrent.futures.ThreadPoolExecutor(8) as executor:
+        for item in json_obj["models"]:
+            executor.submit(process_model_phase, item)
+
+
+async def check_whitelist_for_model(item):
+    from comfyui_manager.data_models import ManagerDatabaseSource
+    
+    json_obj = await core.get_data_by_mode(ManagerDatabaseSource.cache.value, "model-list.json")
+
+    for x in json_obj.get("models", []):
+        if (
+            x["save_path"] == item["save_path"]
+            and x["base"] == item["base"]
+            and x["filename"] == item["filename"]
+        ):
+            return True
+
+    json_obj = await core.get_data_by_mode(ManagerDatabaseSource.local.value, "model-list.json")
+
+    for x in json_obj.get("models", []):
+        if (
+            x["save_path"] == item["save_path"]
+            and x["base"] == item["base"]
+            and x["filename"] == item["filename"]
+        ):
+            return True
+
+    return False

comfyui_manager/glob/utils/security_utils.py

@@ -1,5 +1,6 @@
 from comfyui_manager.glob import manager_core as core
 from comfy.cli_args import args
+from comfyui_manager.data_models import SecurityLevel, RiskLevel, ManagerDatabaseSource
 
 
 def is_loopback(address):
@@ -12,24 +13,37 @@ def is_loopback(address):
 
 def is_allowed_security_level(level):
     is_local_mode = is_loopback(args.listen)
+    is_personal_cloud = core.get_config()['network_mode'].lower() == 'personal_cloud'
 
-    if level == "block":
+    if level == RiskLevel.block.value:
         return False
-    elif level == "high":
+    elif level == RiskLevel.high_.value:
         if is_local_mode:
-            return core.get_config()["security_level"] in ["weak", "normal-"]
+            return core.get_config()['security_level'] in [SecurityLevel.weak.value, SecurityLevel.normal_.value]
+        elif is_personal_cloud:
+            return core.get_config()['security_level'] == SecurityLevel.weak.value
         else:
-            return core.get_config()["security_level"] == "weak"
+            return False
-    elif level == "middle":
+    elif level == RiskLevel.high.value:
-        return core.get_config()["security_level"] in ["weak", "normal", "normal-"]
+        if is_local_mode:
+            return core.get_config()['security_level'] in [SecurityLevel.weak.value, SecurityLevel.normal_.value]
+        else:
+            return core.get_config()['security_level'] == SecurityLevel.weak.value
+    elif level == RiskLevel.middle_.value:
+        if is_local_mode or is_personal_cloud:
+            return core.get_config()['security_level'] in [SecurityLevel.weak.value, SecurityLevel.normal.value, SecurityLevel.normal_.value]
+        else:
+            return False
+    elif level == RiskLevel.middle.value:
+        return core.get_config()['security_level'] in [SecurityLevel.weak.value, SecurityLevel.normal.value, SecurityLevel.normal_.value]
     else:
         return True
 
 
 async def get_risky_level(files, pip_packages):
-    json_data1 = await core.get_data_by_mode("local", "custom-node-list.json")
+    json_data1 = await core.get_data_by_mode(ManagerDatabaseSource.local.value, "custom-node-list.json")
     json_data2 = await core.get_data_by_mode(
-        "cache",
+        ManagerDatabaseSource.cache.value,
         "custom-node-list.json",
         channel_url="https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main",
     )
@@ -40,7 +54,7 @@ async def get_risky_level(files, pip_packages):
 
     for x in files:
         if x not in all_urls:
-            return "high"
+            return RiskLevel.high_.value
 
     all_pip_packages = set()
     for x in json_data1["custom_nodes"] + json_data2["custom_nodes"]:
@@ -48,6 +62,6 @@ async def get_risky_level(files, pip_packages):
 
     for p in pip_packages:
         if p not in all_pip_packages:
-            return "block"
+            return RiskLevel.block.value
 
-    return "middle"
+    return RiskLevel.middle_.value

comfyui_manager/js/comfyui-manager.js

@@ -222,9 +222,6 @@ function isBeforeFrontendVersion(compareVersion) {
     }
 }
 
-const is_legacy_front = () => isBeforeFrontendVersion('1.2.49');
-const isNotNewManagerUI = () => isBeforeFrontendVersion('1.16.4');
-
 document.head.appendChild(docStyle);
 
 var update_comfyui_button = null;
@@ -1518,11 +1515,8 @@ app.registerExtension({
 				}).element
 			);
 
-			const shouldShowLegacyMenuItems = isNotNewManagerUI();
-			if (shouldShowLegacyMenuItems) {
 			app.menu?.settingsGroup.element.before(cmGroup.element);
 		}
-		}
 		catch(exception) {
 			console.log('ComfyUI is outdated. New style menu based features are disabled.');
 		}

comfyui_manager/js/comfyui-share-copus.js

@@ -342,15 +342,11 @@ export class CopusShareDialog extends ComfyDialog {
       ["0/70"]
     );
     // Additional Inputs Section
-    const additionalInputsSection = $el(
+    const additionalInputsSection = $el("div", { style: { ...sectionStyle } }, [
-      "div",
-      { style: { ...sectionStyle,  } },
-      [
       $el("label", { style: labelStyle }, ["3️⃣ Title "]),
       this.TitleInput,
       titleNumDom,
-      ]
+    ]);
-    );
     const SubtitleSection = $el("div", { style: sectionStyle }, [
       $el("label", { style: labelStyle }, ["4️⃣ Subtitle "]),
       this.SubTitleInput,
@@ -392,11 +388,31 @@ export class CopusShareDialog extends ComfyDialog {
         },
         [
           this.radioButtonsCheck_lock,
-          $el("div", { style: { marginLeft: "5px" ,display:'flex',alignItems:'center'} }, [
+          $el(
+            "div",
+            {
+              style: {
+                marginLeft: "5px",
+                display: "flex",
+                alignItems: "center",
+              },
+            },
+            [
               $el("span", { style: { marginLeft: "5px" } }, ["ON"]),
-            $el("span", { style: { marginLeft: "20px",marginRight:'10px' ,color:'#fff'} }, ["Price US$"]),
+              $el(
-            this.LockInput
+                "span",
-          ]),
+                {
+                  style: {
+                    marginLeft: "20px",
+                    marginRight: "10px",
+                    color: "#fff",
+                  },
+                },
+                ["Price US$"]
+              ),
+              this.LockInput,
+            ]
+          ),
         ]
       ),
       $el(
@@ -404,14 +420,28 @@ export class CopusShareDialog extends ComfyDialog {
         { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
         [
           this.radioButtonsCheckOff_lock,
+            $el(
+            "div",
+            {
+              style: {
+                marginLeft: "5px",
+                display: "flex",
+                alignItems: "center",
+              },
+            },
+            [
               $el("span", { style: { marginLeft: "5px" } }, ["OFF"]),
             ]
           ),
+        ]
+      ),
 
       $el(
         "p",
         { style: { fontSize: "16px", color: "#fff", margin: "10px 0 0 0" } },
-        ["Get paid from your workflow. You can change the price and withdraw your earnings on Copus."]
+        [
+          "Get paid from your workflow. You can change the price and withdraw your earnings on Copus.",
+        ]
       ),
     ]);
 
@@ -432,7 +462,7 @@ export class CopusShareDialog extends ComfyDialog {
     });
 
     const blockChainSection = $el("div", { style: sectionStyle }, [
-      $el("label", { style: labelStyle }, ["7️⃣ Store on blockchain "]),
+      $el("label", { style: labelStyle }, ["8️⃣ Store on blockchain "]),
       $el(
         "label",
         {
@@ -463,6 +493,139 @@ export class CopusShareDialog extends ComfyDialog {
       ),
     ]);
 
+    this.ratingRadioButtonsCheck0 = $el("input", {
+      type: "radio",
+      name: "content_rating",
+      value: "0",
+      id: "content_rating0",
+    });
+    this.ratingRadioButtonsCheck1 = $el("input", {
+      type: "radio",
+      name: "content_rating",
+      value: "1",
+      id: "content_rating1",
+    });
+    this.ratingRadioButtonsCheck2 = $el("input", {
+      type: "radio",
+      name: "content_rating",
+      value: "2",
+      id: "content_rating2",
+    });
+    this.ratingRadioButtonsCheck_1 = $el("input", {
+      type: "radio",
+      name: "content_rating",
+      value: "-1",
+      id: "content_rating_1",
+      checked: true,
+    });
+
+    // content rating
+    const contentRatingSection = $el("div", { style: sectionStyle }, [
+      $el("label", { style: labelStyle }, ["7️⃣ Content rating "]),
+      $el(
+        "label",
+        {
+          style: {
+            marginTop: "10px",
+            display: "flex",
+            alignItems: "center",
+            cursor: "pointer",
+          },
+        },
+        [
+          this.ratingRadioButtonsCheck0,
+          $el("img", {
+            style: {
+              width: "12px",
+              height: "12px",
+              marginLeft: "5px",
+            },
+            src: "https://static.copus.io/images/client/202507/test/b9f17da83b054d53cd0cb4508c2c30dc.png",
+          }),
+          $el("span", { style: { marginLeft: "5px", color: "#fff" } }, [
+            "All ages",
+          ]),
+        ]
+      ),
+      $el(
+        "p",
+        { style: { fontSize: "10px", color: "#fff", marginLeft: "20px" } },
+        ["Safe for all viewers; no profanity, violence, or mature themes."]
+      ),
+      $el(
+        "label",
+        { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
+        [
+          this.ratingRadioButtonsCheck1,
+          $el("img", {
+            style: {
+              width: "12px",
+              height: "12px",
+              marginLeft: "5px",
+            },
+            src: "https://static.copus.io/images/client/202507/test/7848bc0d3690671df21c7cf00c4cfc81.png",
+          }),
+          $el("span", { style: { marginLeft: "5px", color: "#fff" } }, [
+            "13+ (Teen)",
+          ]),
+        ]
+      ),
+      $el(
+        "p",
+        { style: { fontSize: "10px", color: "#fff", marginLeft: "20px" } },
+        [
+          "Mild language, light themes, or cartoon violence; no explicit content. ",
+        ]
+      ),
+      $el(
+        "label",
+        { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
+        [
+          this.ratingRadioButtonsCheck2,
+          $el("img", {
+            style: {
+              width: "12px",
+              height: "12px",
+              marginLeft: "5px",
+            },
+            src: "https://static.copus.io/images/client/202507/test/bc51839c208d68d91173e43c23bff039.png",
+          }),
+          $el("span", { style: { marginLeft: "5px", color: "#fff" } }, [
+            "18+ (Explicit)",
+          ]),
+        ]
+      ),
+      $el(
+        "p",
+        { style: { fontSize: "10px", color: "#fff", marginLeft: "20px" } },
+        [
+          "Explicit content, including sexual content, strong violence, or intense themes. ",
+        ]
+      ),
+      $el(
+        "label",
+        { style: { display: "flex", alignItems: "center", cursor: "pointer" } },
+        [
+          this.ratingRadioButtonsCheck_1,
+          $el("img", {
+            style: {
+              width: "12px",
+              height: "12px",
+              marginLeft: "5px",
+            },
+            src: "https://static.copus.io/images/client/202507/test/5c802fdcaaea4e7bbed37393eec0d5ba.png",
+          }),
+          $el("span", { style: { marginLeft: "5px", color: "#fff" } }, [
+            "Not Rated",
+          ]),
+        ]
+      ),
+      $el(
+        "p",
+        { style: { fontSize: "10px", color: "#fff", marginLeft: "20px" } },
+        ["No age rating provided."]
+      ),
+    ]);
 
     // Message Section
     this.message = $el(
@@ -526,6 +689,7 @@ export class CopusShareDialog extends ComfyDialog {
       DescriptionSection,
       // contestSection,
       blockChainSection_lock,
+      contentRatingSection,
       blockChainSection,
       this.message,
       buttonsSection,
@@ -587,7 +751,9 @@ export class CopusShareDialog extends ComfyDialog {
           url: data,
         });
       } else {
-        throw new Error("make sure your API key is correct and try again later");
+        throw new Error(
+          "make sure your API key is correct and try again later"
+        );
       }
     } catch (e) {
       if (e?.response?.status === 413) {
@@ -630,6 +796,13 @@ export class CopusShareDialog extends ComfyDialog {
       storeOnChain: this.radioButtonsCheck.checked ? true : false,
       lockState: this.radioButtonsCheck_lock.checked ? 2 : 0,
       unlockPrice: this.LockInput.value,
+      rating: this.ratingRadioButtonsCheck0.checked
+        ? 0
+        : this.ratingRadioButtonsCheck1.checked
+        ? 1
+        : this.ratingRadioButtonsCheck2.checked
+        ? 2
+        : -1,
     };
 
     if (!this.keyInput.value) {

comfyui_manager/js/custom-nodes-manager.js

@@ -714,6 +714,7 @@ export class CustomNodesManager {
 					link.href = rowItem.reference;
 				link.target = '_blank';
 				link.innerHTML = `<b>${title}</b>`;
+				link.title = rowItem.originalData.id;
 				container.appendChild(link);
 
 				return container;

comfyui_manager/legacy/manager_core.py

@@ -304,16 +304,84 @@ class ManagedResult:
         return self
 
 
+class NormalizedKeyDict:
+    def __init__(self):
+        self._store = {}
+        self._key_map = {}
+
+    def _normalize_key(self, key):
+        if isinstance(key, str):
+            return key.strip().lower()
+        return key
+
+    def __setitem__(self, key, value):
+        norm_key = self._normalize_key(key)
+        self._key_map[norm_key] = key
+        self._store[key] = value
+
+    def __getitem__(self, key):
+        norm_key = self._normalize_key(key)
+        original_key = self._key_map[norm_key]
+        return self._store[original_key]
+
+    def __delitem__(self, key):
+        norm_key = self._normalize_key(key)
+        original_key = self._key_map.pop(norm_key)
+        del self._store[original_key]
+
+    def __contains__(self, key):
+        return self._normalize_key(key) in self._key_map
+
+    def get(self, key, default=None):
+        return self[key] if key in self else default
+
+    def setdefault(self, key, default=None):
+        if key in self:
+            return self[key]
+        self[key] = default
+        return default
+
+    def pop(self, key, default=None):
+        if key in self:
+            val = self[key]
+            del self[key]
+            return val
+        if default is not None:
+            return default
+        raise KeyError(key)
+
+    def keys(self):
+        return self._store.keys()
+
+    def values(self):
+        return self._store.values()
+
+    def items(self):
+        return self._store.items()
+
+    def __iter__(self):
+        return iter(self._store)
+
+    def __len__(self):
+        return len(self._store)
+
+    def __repr__(self):
+        return repr(self._store)
+
+    def to_dict(self):
+        return dict(self._store)
+
+
 class UnifiedManager:
     def __init__(self):
         self.installed_node_packages: dict[str, InstalledNodePackage] = {}
 
-        self.cnr_inactive_nodes = {}       # node_id -> node_version -> fullpath
+        self.cnr_inactive_nodes = NormalizedKeyDict()       # node_id -> node_version -> fullpath
-        self.nightly_inactive_nodes = {}   # node_id -> fullpath
+        self.nightly_inactive_nodes = NormalizedKeyDict()   # node_id -> fullpath
         self.unknown_inactive_nodes = {}                    # node_id -> repo url * fullpath
-        self.active_nodes = {}             # node_id -> node_version * fullpath
+        self.active_nodes = NormalizedKeyDict()             # node_id -> node_version * fullpath
         self.unknown_active_nodes = {}                      # node_id -> repo url * fullpath
-        self.cnr_map = {}                  # node_id -> cnr info
+        self.cnr_map = NormalizedKeyDict()                  # node_id -> cnr info
         self.repo_cnr_map = {}                              # repo_url -> cnr info
         self.custom_node_map_cache = {}                     # (channel, mode) -> augmented custom node list json
         self.processed_install = set()
@@ -721,7 +789,7 @@ class UnifiedManager:
         channel = normalize_channel(channel)
         nodes = await self.load_nightly(channel, mode)
 
-        res = {}
+        res = NormalizedKeyDict()
         added_cnr = set()
         for v in nodes.values():
             v = v[0]
@@ -1557,16 +1625,18 @@ def read_config():
         config = configparser.ConfigParser(strict=False)
         config.read(context.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(),
                     'git_exe': default_conf.get('git_exe', ''),
-                    'use_uv': get_bool('use_uv', False),
+                    'use_uv': get_bool('use_uv', True),
                     'channel_url': default_conf.get('channel_url', DEFAULT_CHANNEL),
                     'default_cache_as_channel_url': get_bool('default_cache_as_channel_url', False),
                     'share_option': default_conf.get('share_option', 'all').lower(),
@@ -1585,15 +1655,17 @@ def read_config():
 
     except Exception:
         manager_util.use_uv = False
+        manager_util.bypass_ssl = False
+
         return {
             'http_channel_enabled': False,
             'preview_method': manager_funcs.get_current_preview_method(),
             'git_exe': '',
-            'use_uv': False,
+            'use_uv': True,
             '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',
@@ -2776,7 +2848,7 @@ async def get_unified_total_nodes(channel, mode, regsitry_cache_mode='cache'):
 
         if cnr_id is not None:
             # cnr or nightly version
-            cnr_ids.remove(cnr_id)
+            cnr_ids.discard(cnr_id)
             updatable = False
             cnr = unified_manager.cnr_map[cnr_id]
 
@@ -2940,6 +3012,11 @@ 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:
@@ -3146,6 +3223,8 @@ 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}")

comfyui_manager/legacy/manager_server.py

@@ -23,6 +23,8 @@ from ..common import manager_util
 from ..common import cm_global
 from ..common import manager_downloader
 from ..common import context
+from ..common import manager_security
+from ..common import snapshot_util
 
 
 logging.info(f"### Loading: ComfyUI-Manager ({core.version_str})")
@@ -36,7 +38,8 @@ logging.info("[ComfyUI-Manager] network_mode: " + network_mode_description)
 comfy_ui_hash = "-"
 comfyui_tag = None
 
-SECURITY_MESSAGE_MIDDLE_OR_BELOW = "ERROR: To use this action, a security_level of `middle or below` is required. Please contact the administrator.\nReference: https://github.com/Comfy-Org/ComfyUI-Manager#security-policy"
+SECURITY_MESSAGE_MIDDLE = "ERROR: To use this action, a security_level of `normal or below` is required. Please contact the administrator.\nReference: https://github.com/Comfy-Org/ComfyUI-Manager#security-policy"
+SECURITY_MESSAGE_MIDDLE_P = "ERROR: To use this action, security_level must be `normal or below`, and network_mode must be set to `personal_cloud`. Please contact the administrator.\nReference: https://github.com/ltdrdata/ComfyUI-Manager#security-policy"
 SECURITY_MESSAGE_NORMAL_MINUS = "ERROR: To use this feature, you must either set '--listen' to a local IP and set the security level to 'normal-' or lower, or set the security level to 'middle' or 'weak'. Please contact the administrator.\nReference: https://github.com/Comfy-Org/ComfyUI-Manager#security-policy"
 SECURITY_MESSAGE_GENERAL = "ERROR: This installation is not allowed in this security_level. Please contact the administrator.\nReference: https://github.com/Comfy-Org/ComfyUI-Manager#security-policy"
 SECURITY_MESSAGE_NORMAL_MINUS_MODEL = "ERROR: Downloading models that are not in '.safetensors' format is only allowed for models registered in the 'default' channel at this security level. If you want to download this model, set the security level to 'normal-' or lower."
@@ -93,13 +96,27 @@ model_dir_name_map = {
 
 
 def is_allowed_security_level(level):
+    is_personal_cloud = core.get_config()['network_mode'].lower() == 'personal_cloud'
+
     if level == 'block':
         return False
+    elif level == 'high+':
+        if is_local_mode:
+            return core.get_config()['security_level'] in ['weak', 'normal-']
+        elif is_personal_cloud:
+            return core.get_config()['security_level'] == 'weak'
+        else:
+            return False
     elif level == 'high':
         if is_local_mode:
             return core.get_config()['security_level'] in ['weak', 'normal-']
         else:
             return core.get_config()['security_level'] == 'weak'
+    elif level == 'middle+':
+        if is_local_mode or is_personal_cloud:
+            return core.get_config()['security_level'] in ['weak', 'normal', 'normal-']
+        else:
+            return False
     elif level == 'middle':
         return core.get_config()['security_level'] in ['weak', 'normal', 'normal-']
     else:
@@ -116,7 +133,7 @@ async def get_risky_level(files, pip_packages):
 
     for x in files:
         if x not in all_urls:
-            return "high"
+            return "high+"
 
     all_pip_packages = set()
     for x in json_data1['custom_nodes'] + json_data2['custom_nodes']:
@@ -126,7 +143,7 @@ async def get_risky_level(files, pip_packages):
         if p not in all_pip_packages:
             return "block"
 
-    return "middle"
+    return "middle+"
 
 
 class ManagerFuncsInComfyUI(core.ManagerFuncs):
@@ -650,7 +667,7 @@ 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}"
 
@@ -758,29 +775,29 @@ async def queue_batch(request):
             for x in v:
                 res = await _uninstall_custom_node(x)
                 if res.status != 200:
-                    failed.add(x[0])
+                    failed.add(x['id'])
                 else:
                     res = await _install_custom_node(x)
                     if res.status != 200:
-                        failed.add(x[0])
+                        failed.add(x['id'])
 
         elif k == 'install':
             for x in v:
                 res = await _install_custom_node(x)
                 if res.status != 200:
-                    failed.add(x[0])
+                    failed.add(x['id'])
 
         elif k == 'uninstall':
             for x in v:
                 res = await _uninstall_custom_node(x)
                 if res.status != 200:
-                    failed.add(x[0])
+                    failed.add(x['id'])
 
         elif k == 'update':
             for x in v:
                 res = await _update_custom_node(x)
                 if res.status != 200:
-                    failed.add(x[0])
+                    failed.add(x['id'])
 
         elif k == 'update_comfyui':
             await update_comfyui(None)
@@ -793,13 +810,13 @@ async def queue_batch(request):
             for x in v:
                 res = await _install_model(x)
                 if res.status != 200:
-                    failed.add(x[0])
+                    failed.add(x['id'])
 
         elif k == 'fix':
             for x in v:
                 res = await _fix_custom_node(x)
                 if res.status != 200:
-                    failed.add(x[0])
+                    failed.add(x['id'])
 
     with task_worker_lock:
         finalize_temp_queue_batch(json_data, failed)
@@ -910,8 +927,8 @@ async def update_all(request):
 
 
 async def _update_all(json_data):
-    if not is_allowed_security_level('middle'):
+    if not is_allowed_security_level('middle+'):
-        logging.error(SECURITY_MESSAGE_MIDDLE_OR_BELOW)
+        logging.error(SECURITY_MESSAGE_MIDDLE_P)
         return web.Response(status=403)
 
     with task_worker_lock:
@@ -1063,7 +1080,7 @@ async def fetch_customnode_list(request):
 
         channel = found
 
-    result = dict(channel=channel, node_packs=node_packs)
+    result = dict(channel=channel, node_packs=node_packs.to_dict())
 
     return web.json_response(result, content_type='application/json')
 
@@ -1152,7 +1169,7 @@ async def fetch_externalmodel_list(request):
     return web.json_response(json_obj, content_type='application/json')
 
 
-@PromptServer.instance.routes.get("/v2/snapshot/getlist")
+@routes.get("/v2/snapshot/getlist")
 async def get_snapshot_list(request):
     items = [f[:-5] for f in os.listdir(context.manager_snapshot_path) if f.endswith('.json')]
     items.sort(reverse=True)
@@ -1162,7 +1179,7 @@ async def get_snapshot_list(request):
 @routes.get("/v2/snapshot/remove")
 async def remove_snapshot(request):
     if not is_allowed_security_level('middle'):
-        logging.error(SECURITY_MESSAGE_MIDDLE_OR_BELOW)
+        logging.error(SECURITY_MESSAGE_MIDDLE)
         return web.Response(status=403)
 
     try:
@@ -1179,8 +1196,8 @@ async def remove_snapshot(request):
 
 @routes.get("/v2/snapshot/restore")
 async def restore_snapshot(request):
-    if not is_allowed_security_level('middle'):
+    if not is_allowed_security_level('middle+'):
-        logging.error(SECURITY_MESSAGE_MIDDLE_OR_BELOW)
+        logging.error(SECURITY_MESSAGE_MIDDLE_P)
         return web.Response(status=403)
 
     try:
@@ -1220,6 +1237,46 @@ async def save_snapshot(request):
         return web.Response(status=400)
 
 
+@routes.get("/v2/snapshot/diff")
+async def get_snapshot_diff(request):
+    try:
+        from_id = request.rel_url.query.get("from")
+        to_id = request.rel_url.query.get("to")
+
+        if (from_id is not None and '..' in from_id) or (to_id is not None and '..' in to_id):
+            logging.error("/v2/snapshot/diff: invalid 'from' or 'to' parameter.")
+            return web.Response(status=400)
+
+        if from_id is None:
+            from_json = await core.get_current_snapshot()
+        else:
+            from_path = os.path.join(context.manager_snapshot_path, f"{from_id}.json")
+            if not os.path.exists(from_path):
+                logging.error(f"/v2/snapshot/diff: 'from' parameter file not found: {from_path}")
+                return web.Response(status=400)
+
+            from_json = snapshot_util.read_snapshot(from_path)
+
+        if to_id is None:
+            logging.error("/v2/snapshot/diff: 'to' parameter is required.")
+            return web.Response(status=401)
+        else:
+            to_path = os.path.join(context.manager_snapshot_path, f"{to_id}.json")
+            if not os.path.exists(to_path):
+                logging.error(f"/v2/snapshot/diff: 'to' parameter file not found: {to_path}")
+                return web.Response(status=400)
+
+            to_json = snapshot_util.read_snapshot(to_path)
+
+        return web.json_response(snapshot_util.diff_snapshot(from_json, to_json), content_type='application/json')
+
+    except Exception as e:
+        logging.error(f"[ComfyUI-Manager] Error in /v2/snapshot/diff: {e}")
+        traceback.print_exc()
+        # Return a generic error response
+        return web.Response(status=400)
+
+
 def unzip_install(files):
     temp_filename = 'manager-temp.zip'
     for url in files:
@@ -1356,8 +1413,8 @@ async def install_custom_node(request):
 
 
 async def _install_custom_node(json_data):
-    if not is_allowed_security_level('middle'):
+    if not is_allowed_security_level('middle+'):
-        logging.error(SECURITY_MESSAGE_MIDDLE_OR_BELOW)
+        logging.error(SECURITY_MESSAGE_MIDDLE_P)
         return web.Response(status=403, text="A security error has occurred. Please check the terminal logs")
 
     # non-nightly cnr is safe
@@ -1462,7 +1519,7 @@ async def _fix_custom_node(json_data):
 
 @routes.post("/v2/customnode/install/git_url")
 async def install_custom_node_git_url(request):
-    if not is_allowed_security_level('high'):
+    if not is_allowed_security_level('high+'):
         logging.error(SECURITY_MESSAGE_NORMAL_MINUS)
         return web.Response(status=403)
 
@@ -1482,7 +1539,7 @@ async def install_custom_node_git_url(request):
 
 @routes.post("/v2/customnode/install/pip")
 async def install_custom_node_pip(request):
-    if not is_allowed_security_level('high'):
+    if not is_allowed_security_level('high+'):
         logging.error(SECURITY_MESSAGE_NORMAL_MINUS)
         return web.Response(status=403)
 
@@ -1500,7 +1557,7 @@ async def uninstall_custom_node(request):
 
 async def _uninstall_custom_node(json_data):
     if not is_allowed_security_level('middle'):
-        logging.error(SECURITY_MESSAGE_MIDDLE_OR_BELOW)
+        logging.error(SECURITY_MESSAGE_MIDDLE)
         return web.Response(status=403, text="A security error has occurred. Please check the terminal logs")
 
     node_id = json_data.get('id')
@@ -1526,7 +1583,7 @@ async def update_custom_node(request):
 
 async def _update_custom_node(json_data):
     if not is_allowed_security_level('middle'):
-        logging.error(SECURITY_MESSAGE_MIDDLE_OR_BELOW)
+        logging.error(SECURITY_MESSAGE_MIDDLE)
         return web.Response(status=403, text="A security error has occurred. Please check the terminal logs")
 
     node_id = json_data.get('id')
@@ -1617,8 +1674,8 @@ async def install_model(request):
 
 
 async def _install_model(json_data):
-    if not is_allowed_security_level('middle'):
+    if not is_allowed_security_level('middle+'):
-        logging.error(SECURITY_MESSAGE_MIDDLE_OR_BELOW)
+        logging.error(SECURITY_MESSAGE_MIDDLE_P)
         return web.Response(status=403, text="A security error has occurred. Please check the terminal logs")
 
     # validate request
@@ -1626,7 +1683,7 @@ async def _install_model(json_data):
         logging.error(f"[ComfyUI-Manager] Invalid model install request is detected: {json_data}")
         return web.Response(status=400, text="Invalid model install request is detected")
 
-    if not json_data['filename'].endswith('.safetensors') and not is_allowed_security_level('high'):
+    if not json_data['filename'].endswith('.safetensors') and not is_allowed_security_level('high+'):
         models_json = await core.get_data_by_mode('cache', 'model-list.json', 'default')
 
         is_belongs_to_whitelist = False
@@ -1783,7 +1840,7 @@ async def get_notice_legacy(request):
 @routes.get("/v2/manager/reboot")
 def restart(self):
     if not is_allowed_security_level('middle'):
-        logging.error(SECURITY_MESSAGE_MIDDLE_OR_BELOW)
+        logging.error(SECURITY_MESSAGE_MIDDLE)
         return web.Response(status=403)
 
     try:
@@ -1949,9 +2006,10 @@ if not os.path.exists(context.manager_config_path):
     core.write_config()
 
 
-cm_global.register_extension('ComfyUI-Manager',
+# policy setup
-                             {'version': core.version,
+manager_security.add_handler_policy(reinstall_custom_node, manager_security.HANDLER_POLICY.MULTIPLE_REMOTE_BAN_NOT_PERSONAL_CLOUD)
-                                 'name': 'ComfyUI Manager',
+manager_security.add_handler_policy(install_custom_node, manager_security.HANDLER_POLICY.MULTIPLE_REMOTE_BAN_NOT_PERSONAL_CLOUD)
-                                 'nodes': {},
+manager_security.add_handler_policy(fix_custom_node, manager_security.HANDLER_POLICY.MULTIPLE_REMOTE_BAN_NOT_PERSONAL_CLOUD)
-                                 'description': 'This extension provides the ability to manage custom nodes in ComfyUI.', })
+manager_security.add_handler_policy(install_custom_node_git_url, manager_security.HANDLER_POLICY.MULTIPLE_REMOTE_BAN_NOT_PERSONAL_CLOUD)
-
+manager_security.add_handler_policy(install_custom_node_pip, manager_security.HANDLER_POLICY.MULTIPLE_REMOTE_BAN_NOT_PERSONAL_CLOUD)
+manager_security.add_handler_policy(install_model, manager_security.HANDLER_POLICY.MULTIPLE_REMOTE_BAN_NOT_PERSONAL_CLOUD)

comfyui_manager/legacy/share_3rdparty.py

@@ -337,8 +337,7 @@ async def share_art(request):
         content_type = assetFileType
 
         try:
-            from matrix_client.api import MatrixHttpApi
+            from nio import AsyncClient, LoginResponse, UploadResponse
-            from matrix_client.client import MatrixClient
 
             homeserver = 'matrix.org'
             if matrix_auth:
@@ -347,20 +346,35 @@ async def share_art(request):
             if not homeserver.startswith("https://"):
                 homeserver = "https://" + homeserver
 
-            client = MatrixClient(homeserver)
+            client = AsyncClient(homeserver, matrix_auth['username'])
-            try:
+
-                token = client.login(username=matrix_auth['username'], password=matrix_auth['password'])
+            # Login
-                if not token:
+            login_resp = await client.login(matrix_auth['password'])
-                    return web.json_response({"error": "Invalid Matrix credentials."}, content_type='application/json', status=400)
+            if not isinstance(login_resp, LoginResponse) or not login_resp.access_token:
-            except Exception:
+                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"
@@ -368,10 +382,45 @@ async def share_art(request):
                 text_content += f"{description}\n"
             if credits:
                 text_content += f"\ncredits: {credits}\n"
-            matrix.send_message(comfyui_share_room_id, text_content)
+            await client.room_send(
-            matrix.send_content(comfyui_share_room_id, mxc_url, filename, 'm.image')
+                room_id=comfyui_share_room_id,
-            matrix.send_content(comfyui_share_room_id, workflow_json_mxc_url, 'workflow.json', 'm.file')
+                message_type="m.room.message",
-        except Exception:
+                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()
             return web.json_response({"error": "An error occurred when sharing your art to Matrix."}, content_type='application/json', status=500)

comfyui_manager/prestartup_script.py

@@ -35,7 +35,6 @@ else:
     def current_timestamp():
         return str(time.time()).split('.')[0]
 
-security_check.security_check()
 
 cm_global.pip_blacklist = {'torch', 'torchaudio', 'torchsde', 'torchvision'}
 cm_global.pip_downgrade_blacklist = ['torch', 'torchaudio', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']
@@ -111,20 +110,15 @@ def check_file_logging():
 
 read_config()
 read_uv_mode()
+security_check.security_check()
 check_file_logging()
 
-if sys.version_info < (3, 13):
-    cm_global.pip_overrides = {'numpy': 'numpy<2'}
-else:
 cm_global.pip_overrides = {}
 
 if os.path.exists(manager_pip_overrides_path):
     with open(manager_pip_overrides_path, 'r', encoding="UTF-8", errors="ignore") as json_file:
         cm_global.pip_overrides = json.load(json_file)
 
-        if sys.version_info < (3, 13):
-            cm_global.pip_overrides['numpy'] = 'numpy<2'
-
 
 if os.path.exists(manager_pip_blacklist_path):
     with open(manager_pip_blacklist_path, 'r', encoding="UTF-8", errors="ignore") as f:

model-list.json

@@ -1973,6 +1973,97 @@
       "url": "https://dl.fbaipublicfiles.com/segment_anything/sam_vit_b_01ec64.pth",
       "size": "375.0MB"
     },
+
+    {
+      "name": "sam2.1_hiera_tiny.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (tiny)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_tiny.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_tiny.pt",
+      "size": "149.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_small.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (small)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_small.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_small.pt",
+      "size": "176.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_base_plus.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (base+)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_base_plus.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_base_plus.pt",
+      "size": "309.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_large.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (large)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_large.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_large.pt",
+      "size": "857.0MB"
+    },
+
+    {
+      "name": "sam2_hiera_tiny.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (tiny)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_tiny.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_tiny.pt",
+      "size": "149.0MB"
+    },
+    {
+      "name": "sam2_hiera_small.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (small)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_small.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_small.pt",
+      "size": "176.0MB"
+    },
+    {
+      "name": "sam2_hiera_base_plus.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (base+)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_base_plus.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_base_plus.pt",
+      "size": "309.0MB"
+    },
+    {
+      "name": "sam2_hiera_large.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (large)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_large.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_large.pt",
+      "size": "857.0MB"
+    },
+
     {
       "name": "seecoder v1.0",
       "type": "seecoder",
@@ -4006,6 +4097,29 @@
       "size": "649MB"
     },
 
+    {
+      "name": "Comfy-Org/omnigen2_fp16.safetensors",
+      "type": "diffusion_model",
+      "base": "OmniGen2",
+      "save_path": "default",
+      "description": "OmniGen2 diffusion model. This is required for using OmniGen2.",
+      "reference": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged",
+      "filename": "omnigen2_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/omnigen2_fp16.safetensors",
+      "size": "7.93GB"
+    },
+    {
+      "name": "Comfy-Org/qwen_2.5_vl_fp16.safetensors",
+      "type": "clip",
+      "base": "qwen-2.5",
+      "save_path": "default",
+      "description": "text encoder for OmniGen2",
+      "reference": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged",
+      "filename": "qwen_2.5_vl_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/text_encoders/qwen_2.5_vl_fp16.safetensors",
+      "size": "7.51GB"
+    },
+
     {
       "name": "FLUX.1 [Schnell] Diffusion model",
       "type": "diffusion_model",
@@ -4023,7 +4137,7 @@
       "type": "VAE",
       "base": "FLUX.1",
       "save_path": "vae/FLUX1",
-      "description": "FLUX.1 VAE model",
+      "description": "FLUX.1 VAE model\nNOTE: This VAE model can also be used for image generation with OmniGen2.",
       "reference": "https://huggingface.co/black-forest-labs/FLUX.1-schnell",
       "filename": "ae.safetensors",
       "url": "https://huggingface.co/black-forest-labs/FLUX.1-schnell/resolve/main/ae.safetensors",
@@ -5033,6 +5147,50 @@
       "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-distilled-fp8.safetensors",
       "size": "15.7GB"
     },
+    {
+      "name": "LTX-Video 2B Distilled v0.9.8",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "LTX-Video 2B distilled model v0.9.8 with improved prompt understanding and detail generation.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-2b-0.9.8-distilled.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-2b-0.9.8-distilled.safetensors",
+      "size": "6.34GB"
+    },
+    {
+      "name": "LTX-Video 2B Distilled FP8 v0.9.8",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "Quantized LTX-Video 2B distilled model v0.9.8 with improved prompt understanding and detail generation, optimized for lower VRAM usage.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-2b-0.9.8-distilled-fp8.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-2b-0.9.8-distilled-fp8.safetensors",
+      "size": "4.46GB"
+    },
+    {
+      "name": "LTX-Video 13B Distilled v0.9.8",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "LTX-Video 13B distilled model v0.9.8 with improved prompt understanding and detail generation.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.8-distilled.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.8-distilled.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "LTX-Video 13B Distilled FP8 v0.9.8",
+      "type": "checkpoint",
+      "base": "LTX-Video",
+      "save_path": "checkpoints/LTXV",
+      "description": "Quantized LTX-Video 13B distilled model v0.9.8 with improved prompt understanding and detail generation, optimized for lower VRAM usage.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video",
+      "filename": "ltxv-13b-0.9.8-distilled-fp8.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.8-distilled-fp8.safetensors",
+      "size": "15.7GB"
+    },
     {
       "name": "LTX-Video 13B Distilled LoRA v0.9.7",
       "type": "lora",
@@ -5044,6 +5202,50 @@
       "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltxv-13b-0.9.7-distilled-lora128.safetensors",
       "size": "1.33GB"
     },
+    {
+      "name": "LTX-Video ICLoRA Depth 13B v0.9.7",
+      "type": "lora",
+      "base": "LTX-Video",
+      "save_path": "loras",
+      "description": "In-Context LoRA (IC LoRA) for depth-controlled video-to-video generation with precise depth conditioning.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-depth-13b-0.9.7",
+      "filename": "ltxv-097-ic-lora-depth-control-comfyui.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-depth-13b-0.9.7/resolve/main/ltxv-097-ic-lora-depth-control-comfyui.safetensors",
+      "size": "81.9MB"
+    },
+    {
+      "name": "LTX-Video ICLoRA Pose 13B v0.9.7",
+      "type": "lora",
+      "base": "LTX-Video",
+      "save_path": "loras",
+      "description": "In-Context LoRA (IC LoRA) for pose-controlled video-to-video generation with precise pose conditioning.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-pose-13b-0.9.7",
+      "filename": "ltxv-097-ic-lora-pose-control-comfyui.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-pose-13b-0.9.7/resolve/main/ltxv-097-ic-lora-pose-control-comfyui.safetensors",
+      "size": "151MB"
+    },
+    {
+      "name": "LTX-Video ICLoRA Canny 13B v0.9.7",
+      "type": "lora",
+      "base": "LTX-Video",
+      "save_path": "loras",
+      "description": "In-Context LoRA (IC LoRA) for canny edge-controlled video-to-video generation with precise edge conditioning.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-canny-13b-0.9.7",
+      "filename": "ltxv-097-ic-lora-canny-control-comfyui.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-canny-13b-0.9.7/resolve/main/ltxv-097-ic-lora-canny-control-comfyui.safetensors",
+      "size": "81.9MB"
+    },
+    {
+      "name": "LTX-Video ICLoRA Detailer 13B v0.9.8",
+      "type": "lora",
+      "base": "LTX-Video",
+      "save_path": "loras",
+      "description": "A video detailer model on top of LTXV_13B_098_DEV trained on custom data using In-Context LoRA (IC LoRA) method.",
+      "reference": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-detailer-13b-0.9.8",
+      "filename": "ltxv-098-ic-lora-detailer-comfyui.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-detailer-13b-0.9.8/resolve/main/ltxv-098-ic-lora-detailer-comfyui.safetensors",
+      "size": "1.31GB"
+    },
     {
       "name": "Latent Bridge Matching for Image Relighting",
       "type": "diffusion_model",

node_db/dev/scan.sh

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

node_db/forked/custom-node-list.json

@@ -1,5 +1,15 @@
 {
     "custom_nodes": [
+        {
+            "author": "joaomede",
+            "title": "ComfyUI-Unload-Model-Fork",
+            "reference": "https://github.com/joaomede/ComfyUI-Unload-Model-Fork",
+            "files": [
+                "https://github.com/joaomede/ComfyUI-Unload-Model-Fork"
+            ],
+            "install_type": "git-clone",
+            "description": "For unloading a model or all models, using the memory management that is already present in ComfyUI. Copied from [a/https://github.com/willblaschko/ComfyUI-Unload-Models](https://github.com/willblaschko/ComfyUI-Unload-Models) but without the unnecessary extra stuff."
+        },
         {
             "author": "SanDiegoDude",
             "title": "ComfyUI-HiDream-Sampler [WIP]",

node_db/legacy/custom-node-list.json

@@ -1,5 +1,394 @@
 {
     "custom_nodes": [
+        {
+            "author": "skayka",
+            "title": "ComfyUI-DreamFit []REMOVED]",
+            "reference": "https://github.com/skayka/ComfyUI-DreamFit",
+            "files": [
+                "https://github.com/skayka/ComfyUI-DreamFit"
+            ],
+            "install_type": "git-clone",
+            "description": "Garment-centric human generation nodes for ComfyUI using DreamFit with Flux.\nDreamFit is a powerful adapter system that enhances Flux models with garment-aware generation capabilities, enabling high-quality fashion and clothing generation."
+        },
+        {
+            "author": "domenecmiralles",
+            "title": "obobo_nodes [REMOVED]",
+            "reference": "https://github.com/domenecmiralles/obobo_nodes",
+            "files": [
+                "https://github.com/domenecmiralles/obobo_nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of custom nodes for ComfyUI that provide various input and output capabilities."
+        },
+        {
+            "author": "NicholasKao1029",
+            "title": "comfyui-pixxio [REMOVED]",
+            "reference": "https://github.com/NicholasKao1029/comfyui-pixxio",
+            "files": [
+                "https://github.com/NicholasKao1029/comfyui-pixxio"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Auto-Upload Image to Pixxio Collection, Load Image from Pixx.io"
+        },
+        {
+            "author": "ComfyUI-Workflow",
+            "title": "ComfyUI OpenAI Nodes [REMOVED]",
+            "reference": "https://github.com/ComfyUI-Workflow/ComfyUI-OpenAI",
+            "files": [
+                "https://github.com/ComfyUI-Workflow/ComfyUI-OpenAI"
+            ],
+            "install_type": "git-clone",
+            "description": "By utilizing OpenAI's powerful vision models, this node enables you to incorporate state-of-the-art image understanding into your ComfyUI projects with minimal setup."
+        },
+        {
+            "author": "dionren",
+            "title": "Export Workflow With Cyuai Api Available Nodes [REMOVED]",
+            "id": "comfyUI-Pro-Export-Tool",
+            "reference": "https://github.com/dionren/ComfyUI-Pro-Export-Tool",
+            "files": [
+                "https://github.com/dionren/ComfyUI-Pro-Export-Tool"
+            ],
+            "install_type": "git-clone",
+            "description": "This is a node to convert workflows to cyuai api available nodes."
+        },
+        {
+            "author": "1H-hobit",
+            "title": "ComfyUI_InternVL3 [REMOVED]",
+            "reference": "https://github.com/1H-hobit/ComfyUI_InternVL3",
+            "files": [
+                "https://github.com/1H-hobit/ComfyUI_InternVL3"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI for [a/InternVL](https://github.com/OpenGVLab/InternVL)"
+        },
+        {
+            "author": "spacepxl",
+            "title": "ComfyUI-Florence-2 [DEPRECATED]",
+            "id": "florence2-spacepxl",
+            "reference": "https://github.com/spacepxl/ComfyUI-Florence-2",
+            "files": [
+                "https://github.com/spacepxl/ComfyUI-Florence-2"
+            ],
+            "install_type": "git-clone",
+            "description": "[a/https://huggingface.co/microsoft/Florence-2-large-ft](https://huggingface.co/microsoft/Florence-2-large-ft)\nLarge or base model, support for captioning and bbox task modes, more coming soon."
+        },
+        {
+            "author": "xxxxxxxxxxxc",
+            "title": "flux-kontext-diff-merge [REMOVED]",
+            "reference": "https://github.com/xxxxxxxxxxxc/flux-kontext-diff-merge",
+            "files": [
+                "https://github.com/xxxxxxxxxxxc/flux-kontext-diff-merge"
+            ],
+            "install_type": "git-clone",
+            "description": "Preserve image quality with flux-kontext-diff-merge. This ComfyUI node merges only changed areas from AI edits, ensuring clarity and detail."
+        },
+        {
+            "author": "TechnoByteJS",
+            "title": "TechNodes [REMOVED]",
+            "id": "technodes",
+            "reference": "https://github.com/TechnoByteJS/ComfyUI-TechNodes",
+            "files": [
+                "https://github.com/TechnoByteJS/ComfyUI-TechNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI nodes for merging, testing and more.\nNOTE: SDNext Merge, VAE Merge, MBW Layers, Repeat VAE, Quantization."
+        },
+        {
+            "author": "DDDDEEP",
+            "title": "ComfyUI-DDDDEEP [REMOVED]",
+            "reference": "https://github.com/DDDDEEP/ComfyUI-DDDDEEP",
+            "files": [
+                "https://github.com/DDDDEEP/ComfyUI-DDDDEEP"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: AutoWidthHeight, ReturnIntSeed, OppositeBool, PromptItemCollection"
+        },
+        {
+            "author": "manifestations",
+            "title": "ComfyUI Ethnic Outfits Custom Nodes [REMOVED]",
+            "reference": "https://github.com/manifestations/comfyui-outfits",
+            "files": [
+                "https://github.com/manifestations/comfyui-outfits"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom ComfyUI nodes for generating outfit prompts representing diverse ethnicities, cultures, and regions. Uses extensible JSON data for clothing, accessories, and poses, with “random/disabled” dropdowns for flexibility. Advanced prompt engineering is supported via Ollama LLM integration. Easily add new regions, ethnicities, or cultures by updating data files and creating lightweight node wrappers. Designed for artists, researchers, and developers seeking culturally rich, customizable prompt generation in ComfyUI workflows."
+        },
+        {
+            "author": "MitoshiroPJ",
+            "title": "ComfyUI Slothful Attention [REMOVED]",
+            "reference": "https://github.com/MitoshiroPJ/comfyui_slothful_attention",
+            "files": [
+                "https://github.com/MitoshiroPJ/comfyui_slothful_attention"
+            ],
+            "install_type": "git-clone",
+            "description": "This custom node allow controlling output without training. The reducing method is similar to [a/Spatial-Reduction Attention](https://paperswithcode.com/method/spatial-reduction-attention)."
+        },
+        {
+            "author": "MitoshiroPJ",
+            "title": "comfyui_focal_sampler [REMOVED]",
+            "reference": "https://github.com/MitoshiroPJ/comfyui_focal_sampler",
+            "files": [
+                "https://github.com/MitoshiroPJ/comfyui_focal_sampler"
+            ],
+            "install_type": "git-clone",
+            "description": "Apply additional sampling to specific area"
+        },
+        {
+            "author": "manifestations",
+            "title": "ComfyUI Ethnic Outfit & Prompt Enhancer Nodes [REMOVED]",
+            "reference": "https://github.com/manifestations/comfyui-indian-outfit",
+            "files": [
+                "https://github.com/manifestations/comfyui-indian-outfit"
+            ],
+            "install_type": "git-clone",
+            "description": "Features:\n* Extensive options for Indian, Indonesian, and international clothing, jewelry, accessories, and styles\n* Multiple jewelry and accessory fields (with material support: gold, diamond, silver, leather, beads, etc.)\n* Support for tattoos, henna, hair styles, poses, shot types, lighting, and photography genres\n* Seamless prompt expansion using your own Ollama LLM instance\n* Modular, extensible JSON data files for easy customization"
+        },
+        {
+            "author": "coVISIONSld",
+            "title": "ComfyUI-OmniGen2 [REMOVED]",
+            "reference": "https://github.com/coVISIONSld/ComfyUI-OmniGen2",
+            "files": [
+                "https://github.com/coVISIONSld/ComfyUI-OmniGen2"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI-OmniGen2 is a custom node package for the OmniGen2 model, enabling advanced text-to-image generation and visual understanding."
+        },
+        {
+            "author": "S4MUEL-404",
+            "title": "ComfyUI-S4Tool-Image-Overlay [REMOVED]",
+            "reference": "https://github.com/S4MUEL-404/ComfyUI-S4Tool-Image-Overlay",
+            "files": [
+                "https://github.com/S4MUEL-404/ComfyUI-S4Tool-Image-Overlay"
+            ],
+            "install_type": "git-clone",
+            "description": "Quickly set up image overlay effects"
+        },
+        {
+            "author": "akspa0",
+            "title": "ComfyUI-FapMixPlus [REMOVED]",
+            "reference": "https://github.com/akspa0/ComfyUI-FapMixPlus",
+            "files": [
+                "https://github.com/akspa0/ComfyUI-FapMixPlus"
+            ],
+            "install_type": "git-clone",
+            "description": "This is an audio processing script that applies soft limiting, optional loudness normalization, and optional slicing for transcription. It can also produce stereo-mixed outputs with optional audio appended to the end. The script organizes processed files into structured folders with sanitized filenames and retains original timestamps for continuity."
+        },
+        {
+            "author": "RedmondAI",
+            "title": "comfyui-tools [UNSAFE]",
+            "reference": "https://github.com/RedmondAI/comfyui-tools",
+            "files": [
+                "https://github.com/RedmondAI/comfyui-tools"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom extensions for ComfyUI used by the Redmond3D VFX team.[w/This node pack has a vulnerability that allows it to create files at arbitrary paths.]"
+        },
+        {
+            "author": "S4MUEL-404",
+            "title": "Image Position Blend [REMOVED]",
+            "id": "ComfyUI-Image-Position-Blend",
+            "version": "1.1",
+            "reference": "https://github.com/S4MUEL-404/ComfyUI-Image-Position-Blend",
+            "files": [
+                "https://github.com/S4MUEL-404/ComfyUI-Image-Position-Blend"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node for conveniently adjusting the overlay position of two images."
+        },
+        {
+            "author": "S4MUEL-404",
+            "title": "ComfyUI-Text-On-Image [REMOVED]",
+            "id": "ComfyUI-Text-On-Image",
+            "reference": "https://github.com/S4MUEL-404/ComfyUI-Text-On-Image",
+            "files": [
+                "https://github.com/S4MUEL-404/ComfyUI-Text-On-Image"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node for ComfyUI that allows users to add text overlays to images with customizable size, font, position, and shadow."
+        },
+        {
+            "author": "S4MUEL-404",
+            "title": "ComfyUI-Prompts-Selector [REMOVED]",
+            "reference": "https://github.com/S4MUEL-404/ComfyUI-Prompts-Selector",
+            "files": [
+                "https://github.com/S4MUEL-404/ComfyUI-Prompts-Selector"
+            ],
+            "install_type": "git-clone",
+            "description": "Quickly select preset prompts and merge them"
+        },
+        {
+            "author": "juntaosun",
+            "title": "ComfyUI_open_nodes [REMOVED]",
+             "reference": "https://github.com/juntaosun/ComfyUI_open_nodes",
+             "files": [
+                 "https://github.com/juntaosun/ComfyUI_open_nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI open nodes by juntaosun."
+        },
+        {
+            "author": "perilli",
+            "title": "apw_nodes [DEPRECATED]",
+            "reference": "https://github.com/alessandroperilli/apw_nodes",
+            "files": [
+                "https://github.com/alessandroperilli/apw_nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node suite to augment the capabilities of the [a/AP Workflows for ComfyUI](https://perilli.com/ai/comfyui/)[w/'APW_Nodes' has been newly added in place of 'apw_nodes'.]"
+        },
+        {
+            "author": "markuryy",
+            "title": "ComfyUI Spiritparticle Nodes [REMOVED]",
+            "reference": "https://github.com/markuryy/comfyui-spiritparticle",
+            "files": [
+                "https://github.com/markuryy/comfyui-spiritparticle"
+            ],
+            "install_type": "git-clone",
+            "description": "A node pack by spiritparticle."
+        },
+        {
+            "author": "SpaceKendo",
+            "title": "Text to video for Stable Video Diffusion in ComfyUI [REMOVED]",
+            "id": "svd-txt2vid",
+            "reference": "https://github.com/SpaceKendo/ComfyUI-svd_txt2vid",
+            "files": [
+                "https://github.com/SpaceKendo/ComfyUI-svd_txt2vid"
+            ],
+            "install_type": "git-clone",
+            "description": "This is node replaces the init_image conditioning for the [a/Stable Video Diffusion](https://github.com/Stability-AI/generative-models) image to video model with text embeds, together with a conditioning frame. The conditioning frame is a set of latents."
+        },
+        {
+            "author": "vovler",
+            "title": "ComfyUI Civitai Helper Extension [REMOVED]",
+            "reference": "https://github.com/vovler/comfyui-civitaihelper",
+            "files": [
+                "https://github.com/vovler/comfyui-civitaihelper"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI extension for parsing Civitai PNG workflows and automatically downloading missing models"
+        },
+        {
+            "author": "DriftJohnson",
+            "title": "DJZ-Nodes [REMOVED]",
+            "id": "DJZ-Nodes",
+            "reference": "https://github.com/MushroomFleet/DJZ-Nodes",
+            "files": [
+                "https://github.com/MushroomFleet/DJZ-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "AspectSize and other nodes"
+        },
+        {
+            "author": "DriftJohnson",
+            "title": "KokoroTTS Node [REMOVED]",
+            "reference": "https://github.com/MushroomFleet/DJZ-KokoroTTS",
+            "files": [
+                "https://github.com/MushroomFleet/DJZ-KokoroTTS"
+            ],
+            "install_type": "git-clone",
+            "description": "This node provides advanced text-to-speech functionality powered by KokoroTTS. Follow the instructions below to install, configure, and use the node within your portable ComfyUI installation."
+        },
+        {
+            "author": "MushroomFleet",
+            "title": "DJZ-Pedalboard [REMOVED]",
+            "reference": "https://github.com/MushroomFleet/DJZ-Pedalboard",
+            "files": [
+                "https://github.com/MushroomFleet/DJZ-Pedalboard"
+            ],
+            "install_type": "git-clone",
+            "description": "This project provides a collection of custom nodes designed for enhanced audio effects in ComfyUI. With an intuitive pedalboard interface, users can easily integrate and manipulate various audio effects within their workflows."
+        },
+        {
+            "author": "MushroomFleet",
+            "title": "SVG Suite for ComfyUI [REMOVED]",
+            "reference": "https://github.com/MushroomFleet/svg-suite",
+            "files": [
+                "https://github.com/MushroomFleet/svg-suite"
+            ],
+            "install_type": "git-clone",
+            "description": "SVG Suite is an advanced set of nodes for converting images to SVG in ComfyUI, expanding upon the functionality of ComfyUI-ToSVG."
+        },
+        {
+            "author": "joeriben",
+            "title": "AI4ArtsEd Ollama Prompt Node [DEPRECATED]",
+            "reference": "https://github.com/joeriben/ai4artsed_comfyui",
+            "files": [
+                "https://github.com/joeriben/ai4artsed_comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "Experimental nodes for ComfyUI. For more, see [a/https://kubi-meta.de/ai4artsed](https://kubi-meta.de/ai4artsed) A custom ComfyUI node for stylistic and cultural transformation of input text using local LLMs served via Ollama. This node allows you to combine a free-form prompt (e.g. translation, poetic recoding, genre shift) with externally supplied text in the ComfyUI graph. The result is processed via an Ollama-hosted model and returned as plain text."
+        },
+        {
+            "author": "bento234",
+            "title": "ComfyUI-bento-toolbox [REMOVED]",
+            "reference": "https://github.com/bento234/ComfyUI-bento-toolbox",
+            "files": [
+                "https://github.com/bento234/ComfyUI-bento-toolbox"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: Tile Prompt Distributor"
+        },
+        {
+            "author": "yichengup",
+            "title": "ComfyUI-VideoBlender [REMOVED]",
+            "reference": "https://github.com/yichengup/ComfyUI-VideoBlender",
+            "files": [
+                "https://github.com/yichengup/ComfyUI-VideoBlender"
+            ],
+            "install_type": "git-clone",
+            "description": "Video clip mixing"
+        },
+        {
+            "author": "xl0",
+            "title": "latent-tools [REMOVED]",
+            "reference": "https://github.com/xl0/latent-tools",
+            "files": [
+                "https://github.com/xl0/latent-tools"
+            ],
+            "install_type": "git-clone",
+            "description": "Visualize and manipulate the latent space in ComfyUI"
+        },
+        {
+            "author": "Conor-Collins",
+            "title": "ComfyUI-CoCoTools [REMOVED]",
+            "reference": "https://github.com/Conor-Collins/coco_tools",
+            "files": [
+                "https://github.com/Conor-Collins/coco_tools"
+             ],
+             "install_type": "git-clone",
+             "description": "A set of custom nodes for ComfyUI providing advanced image processing, file handling, and utility functions."
+        },
+        {
+            "author": "theUpsider",
+            "title": "ComfyUI-Logic [DEPRECATED]",
+            "id": "comfy-logic",
+            "reference": "https://github.com/theUpsider/ComfyUI-Logic",
+            "files": [
+                "https://github.com/theUpsider/ComfyUI-Logic"
+            ],
+            "install_type": "git-clone",
+            "description": "An extension to ComfyUI that introduces logic nodes and conditional rendering capabilities."
+        },
+        {
+            "author": "Malloc-pix",
+            "title": "comfyui_qwen2.4_vl_node [REMOVED]",
+            "reference": "https://github.com/Malloc-pix/comfyui_qwen2.4_vl_node",
+            "files": [
+                "https://github.com/Malloc-pix/comfyui_qwen2.4_vl_node"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: CogVLM2 Captioner, CLIP Dynamic Text Encode(cy)"
+        },
+        {
+            "author": "inyourdreams-studio",
+            "title": "ComfyUI-RBLM [REMOVED]",
+            "reference": "https://github.com/inyourdreams-studio/comfyui-rblm",
+            "files": [
+                "https://github.com/inyourdreams-studio/comfyui-rblm"
+            ],
+            "install_type": "git-clone",
+            "description": "A custom node pack for ComfyUI that provides text manipulation nodes."
+        },
         {
             "author": "dream-computing",
             "title": "SyntaxNodes - Image Processing Effects for ComfyUI [REMOVED]",

node_db/new/model-list.json

@@ -1,5 +1,118 @@
 {
   "models": [
+    {
+      "name": "sam2.1_hiera_tiny.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (tiny)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_tiny.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_tiny.pt",
+      "size": "149.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_small.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (small)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_small.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_small.pt",
+      "size": "176.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_base_plus.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (base+)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_base_plus.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_base_plus.pt",
+      "size": "309.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_large.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (large)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_large.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_large.pt",
+      "size": "857.0MB"
+    },
+
+    {
+      "name": "sam2_hiera_tiny.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (tiny)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_tiny.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_tiny.pt",
+      "size": "149.0MB"
+    },
+    {
+      "name": "sam2_hiera_small.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (small)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_small.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_small.pt",
+      "size": "176.0MB"
+    },
+    {
+      "name": "sam2_hiera_base_plus.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (base+)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_base_plus.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_base_plus.pt",
+      "size": "309.0MB"
+    },
+    {
+      "name": "sam2_hiera_large.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (large)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_large.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_large.pt",
+      "size": "857.0MB"
+    },
+
+    {
+      "name": "Comfy-Org/omnigen2_fp16.safetensors",
+      "type": "diffusion_model",
+      "base": "OmniGen2",
+      "save_path": "default",
+      "description": "OmniGen2 diffusion model. This is required for using OmniGen2.",
+      "reference": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged",
+      "filename": "omnigen2_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/omnigen2_fp16.safetensors",
+      "size": "7.93GB"
+    },
+    {
+      "name": "Comfy-Org/qwen_2.5_vl_fp16.safetensors",
+      "type": "clip",
+      "base": "qwen-2.5",
+      "save_path": "default",
+      "description": "text encoder for OmniGen2",
+      "reference": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged",
+      "filename": "qwen_2.5_vl_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/text_encoders/qwen_2.5_vl_fp16.safetensors",
+      "size": "7.51GB"
+    },
+
     {
       "name": "Latent Bridge Matching for Image Relighting",
       "type": "diffusion_model",
@@ -576,121 +689,6 @@
       "filename": "flux-hed-controlnet-v3.safetensors",
       "url": "https://huggingface.co/XLabs-AI/flux-controlnet-collections/resolve/main/flux-hed-controlnet-v3.safetensors",
       "size": "1.49GB"
-    },
-
-    {
-      "name": "XLabs-AI/realism_lora.safetensors",
-      "type": "lora",
-      "base": "FLUX.1",
-      "save_path": "xlabs/loras",
-      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
-      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
-      "filename": "realism_lora.safetensors",
-      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/realism_lora.safetensors",
-      "size": "44.8MB"
-    },
-    {
-      "name": "XLabs-AI/art_lora.safetensors",
-      "type": "lora",
-      "base": "FLUX.1",
-      "save_path": "xlabs/loras",
-      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
-      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
-      "filename": "art_lora.safetensors",
-      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/scenery_lora.safetensors",
-      "size": "44.8MB"
-    },
-    {
-      "name": "XLabs-AI/mjv6_lora.safetensors",
-      "type": "lora",
-      "base": "FLUX.1",
-      "save_path": "xlabs/loras",
-      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
-      "reference": "https://huggingface.co/XLabs-AI/flux-lora-collection",
-      "filename": "mjv6_lora.safetensors",
-      "url": "https://huggingface.co/XLabs-AI/flux-lora-collection/resolve/main/mjv6_lora.safetensors",
-      "size": "44.8MB"
-    },
-
-    {
-      "name": "XLabs-AI/flux-ip-adapter",
-      "type": "lora",
-      "base": "FLUX.1",
-      "save_path": "xlabs/ipadapters",
-      "description": "A checkpoint with trained LoRAs for FLUX.1-dev model by Black Forest Labs",
-      "reference": "https://huggingface.co/XLabs-AI/flux-ip-adapter",
-      "filename": "ip_adapter.safetensors",
-      "url": "https://huggingface.co/XLabs-AI/flux-ip-adapter/resolve/main/ip_adapter.safetensors",
-      "size": "982MB"
-    },
-    
-    {
-      "name": "stabilityai/SD3.5-Large-Controlnet-Blur",
-      "type": "controlnet",
-      "base": "SD3.5",
-      "save_path": "controlnet/SD3.5",
-      "description": "Blur Controlnet model for SD3.5 Large",
-      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
-      "filename": "sd3.5_large_controlnet_blur.safetensors",
-      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_blur.safetensors",
-      "size": "8.65GB"
-    },
-    {
-      "name": "stabilityai/SD3.5-Large-Controlnet-Canny",
-      "type": "controlnet",
-      "base": "SD3.5",
-      "save_path": "controlnet/SD3.5",
-      "description": "Canny Controlnet model for SD3.5 Large",
-      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
-      "filename": "sd3.5_large_controlnet_canny.safetensors",
-      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_canny.safetensors",
-      "size": "8.65GB"
-    },
-    {
-      "name": "stabilityai/SD3.5-Large-Controlnet-Depth",
-      "type": "controlnet",
-      "base": "SD3.5",
-      "save_path": "controlnet/SD3.5",
-      "description": "Depth Controlnet model for SD3.5 Large",
-      "reference": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets",
-      "filename": "sd3.5_large_controlnet_depth.safetensors",
-      "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-controlnets/resolve/main/sd3.5_large_controlnet_depth.safetensors",
-      "size": "8.65GB"
-    },
-
-    {
-      "name": "LTX-Video 2B v0.9 Checkpoint",
-      "type": "checkpoint",
-      "base": "LTX-Video",
-      "save_path": "checkpoints/LTXV",
-      "description": "LTX-Video is the first DiT-based video generation model capable of generating high-quality videos in real-time. It produces 24 FPS videos at a 768x512 resolution faster than they can be watched. Trained on a large-scale dataset of diverse videos, the model generates high-resolution videos with realistic and varied content.",
-      "reference": "https://huggingface.co/Lightricks/LTX-Video",
-      "filename": "ltx-video-2b-v0.9.safetensors",
-      "url": "https://huggingface.co/Lightricks/LTX-Video/resolve/main/ltx-video-2b-v0.9.safetensors",
-      "size": "9.37GB"
-    },
-    {
-      "name": "InstantX/FLUX.1-dev-IP-Adapter",
-      "type": "IP-Adapter",
-      "base": "FLUX.1",
-      "save_path": "ipadapter-flux",
-      "description": "FLUX.1-dev-IP-Adapter",
-      "reference": "https://huggingface.co/InstantX/FLUX.1-dev-IP-Adapter",
-      "filename": "ip-adapter.bin",
-      "url": "https://huggingface.co/InstantX/FLUX.1-dev-IP-Adapter/resolve/main/ip-adapter.bin",
-      "size": "5.29GB"
-    },
-    
-    {
-      "name": "Comfy-Org/sigclip_vision_384 (patch14_384)",
-      "type": "clip_vision",
-      "base": "sigclip",
-      "save_path": "clip_vision",
-      "description": "This clip vision model is required for FLUX.1 Redux.",
-      "reference": "https://huggingface.co/Comfy-Org/sigclip_vision_384/tree/main",
-      "filename": "sigclip_vision_patch14_384.safetensors",
-      "url": "https://huggingface.co/Comfy-Org/sigclip_vision_384/resolve/main/sigclip_vision_patch14_384.safetensors",
-      "size": "857MB"
     }
   ]
 }

node_db/tutorial/custom-node-list.json

@@ -331,6 +331,16 @@
             ],
             "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"
         }
     ]
 }

openapi.yaml

@@ -18,6 +18,14 @@ security: []
 # Common API components
 components:
   schemas:
+    OperationType:
+      type: string
+      enum: [install, uninstall, update, update-comfyui, fix, disable, enable, install-model]
+      description: Type of operation or task being performed
+    OperationResult:
+      type: string
+      enum: [success, failed, skipped, error, skip]
+      description: Result status of an operation (failed/error and skipped/skip are aliases)
     # Core Task Queue Models
     QueueTaskItem:
       type: object
@@ -29,9 +37,7 @@ components:
           type: string
           description: Client identifier that initiated the task
         kind:
-          type: string
+          $ref: '#/components/schemas/OperationType'
-          description: Type of task being performed
-          enum: [install, uninstall, update, update-all, update-comfyui, fix, disable, enable, install-model]
         params:
           oneOf:
             - $ref: '#/components/schemas/InstallPackParams'
@@ -65,14 +71,19 @@ components:
           description: Task result message or details
         status:
           $ref: '#/components/schemas/TaskExecutionStatus'
+        batch_id:
+          type: [string, 'null']
+          description: ID of the batch this task belongs to
+        end_time:
+          type: [string, 'null']
+          format: date-time
+          description: ISO timestamp when task execution ended
       required: [ui_id, client_id, kind, timestamp, result]
     TaskExecutionStatus:
       type: object
       properties:
         status_str:
-          type: string
+          $ref: '#/components/schemas/OperationResult'
-          enum: [success, error, skip]
-          description: Overall task execution status
         completed:
           type: boolean
           description: Whether the task completed
@@ -223,6 +234,14 @@ components:
       type: string
       enum: [git-clone, copy, cnr]
       description: Type of installation used for the pack
+    SecurityLevel:
+      type: string
+      enum: [strong, normal, normal-, weak]
+      description: Security level configuration (from most to least restrictive)
+    RiskLevel:
+      type: string
+      enum: [block, high+, high, middle+, middle]
+      description: Risk classification for operations
     ManagerPack:
       allOf:
         - $ref: '#/components/schemas/ManagerPackInfo'
@@ -235,7 +254,7 @@ components:
               type: array
               items:
                 type: string
-              description: Files included in the pack
+              description: Repository URLs for installation (typically contains one GitHub URL)
             reference:
               type: string
               description: The type of installation reference
@@ -366,6 +385,46 @@ components:
           type: string
           description: ComfyUI Node Registry ID of the package to enable
       required: [cnr_id]
+    # Query Parameter Models
+    UpdateAllQueryParams:
+      type: object
+      properties:
+        client_id:
+          type: string
+          description: Client identifier that initiated the request
+        ui_id:
+          type: string
+          description: Base UI identifier for task tracking
+        mode:
+          $ref: '#/components/schemas/ManagerDatabaseSource'
+      required: [client_id, ui_id]
+    UpdateComfyUIQueryParams:
+      type: object
+      properties:
+        client_id:
+          type: string
+          description: Client identifier that initiated the request
+        ui_id:
+          type: string
+          description: UI identifier for task tracking
+        stable:
+          type: boolean
+          default: true
+          description: Whether to update to stable version (true) or nightly (false)
+      required: [client_id, ui_id]
+    ComfyUISwitchVersionQueryParams:
+      type: object
+      properties:
+        ver:
+          type: string
+          description: Version to switch to
+        client_id:
+          type: string
+          description: Client identifier that initiated the request
+        ui_id:
+          type: string
+          description: UI identifier for task tracking
+      required: [ver, client_id, ui_id]
     # Queue Status Models
     QueueStatus:
       type: object
@@ -580,9 +639,7 @@ components:
           type: string
           description: Unique operation identifier
         operation_type:
-          type: string
+          $ref: '#/components/schemas/OperationType'
-          description: Type of operation
-          enum: [install, update, uninstall, fix, disable, enable, install-model]
         target:
           type: string
           description: Target of the operation (node name, model name, etc.)
@@ -590,9 +647,7 @@ components:
           type: [string, 'null']
           description: Target version for the operation
         result:
-          type: string
+          $ref: '#/components/schemas/OperationResult'
-          description: Operation result
-          enum: [success, failed, skipped]
         error_message:
           type: [string, 'null']
           description: Error message if operation failed
@@ -640,6 +695,45 @@ components:
           type: object
           additionalProperties: true
           description: ComfyUI Manager configuration settings
+        comfyui_root_path:
+          type: [string, 'null']
+          description: ComfyUI root installation directory
+        model_paths:
+          type: object
+          additionalProperties:
+            type: array
+            items:
+              type: string
+          description: Map of model types to their configured paths
+        manager_version:
+          type: [string, 'null']
+          description: ComfyUI Manager version
+        security_level:
+          $ref: '#/components/schemas/SecurityLevel'
+        network_mode:
+          type: [string, 'null']
+          description: Network mode (online, offline, private)
+        cli_args:
+          type: object
+          additionalProperties: true
+          description: Selected ComfyUI CLI arguments
+        custom_nodes_count:
+          type: [integer, 'null']
+          description: Total number of custom node packages
+          minimum: 0
+        failed_imports:
+          type: array
+          items:
+            type: string
+          description: List of custom nodes that failed to import
+        pip_packages:
+          type: object
+          additionalProperties:
+            type: string
+          description: Map of installed pip packages to their versions
+        embedded_python:
+          type: [boolean, 'null']
+          description: Whether ComfyUI is running from an embedded Python distribution
       required: [snapshot_time, comfyui_version, python_version, platform_info]
     BatchExecutionRecord:
       type: object
@@ -1115,6 +1209,89 @@ paths:
           description: Snapshot saved successfully
         '400':
           description: Error saving snapshot
+  /v2/snapshot/diff:
+    get:
+      summary: Get snapshot diff
+      description: Returns the changes that would occur when restoring from the 'from' snapshot to the 'to' snapshot.
+      parameters:
+        - name: from
+          in: query
+          required: false
+          description: This parameter refers to the existing snapshot; if omitted, it defaults to the current snapshot.
+          schema:
+            type: string
+        - name: to
+          in: query
+          required: true
+          description: This parameter is the snapshot to compare against the existing snapshot.
+          schema:
+            type: string
+      responses:
+        '200':
+          description: Successful operation
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  nodepack_diff:
+                    type: object
+                    properties:
+                      added:
+                        type: object
+                        additionalProperties:
+                          type: string
+                      removed:
+                        type: array
+                        items:
+                          type: string
+                      upgraded:
+                        type: object
+                        additionalProperties:
+                          type: object
+                          properties:
+                            from:
+                              type: string
+                            to:
+                              type: string
+                      downgraded:
+                        type: object
+                        additionalProperties:
+                          type: object
+                          properties:
+                            from:
+                              type: string
+                            to:
+                              type: string
+                      changed:
+                        type: array
+                        items:
+                          type: string
+                  pip_diff:
+                    type: object
+                    properties:
+                      added:
+                        type: object
+                        additionalProperties:
+                          type: string
+                      upgraded:
+                        type: object
+                        additionalProperties:
+                          type: object
+                          properties:
+                            from:
+                              type: string
+                            to:
+                              type: string
+                      downgraded:
+                        type: object
+                        additionalProperties:
+                          type: object
+                          properties:
+                            from:
+                              type: string
+                            to:
+                              type: string
   # ComfyUI Management Endpoints (v2)
   /v2/comfyui_manager/comfyui_versions:
     get:

pyproject.toml

@@ -5,7 +5,7 @@ build-backend = "setuptools.build_meta"
 [project]
 name = "comfyui-manager"
 license = { text = "GPL-3.0-only" }
-version = "4.0.0-beta.4"
+version = "4.0.0-beta.10"
 requires-python = ">= 3.9"
 description = "ComfyUI-Manager provides features to install and manage custom nodes for ComfyUI, as well as various functionalities to assist with ComfyUI."
 readme = "README.md"

requirements.txt

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

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)
 
+            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