feat: pip fixer for torch, opencv

fixed: Preventing the browser from reopening automatically after a restart on Windows.

.github/workflows/publish.yml

@@ -3,7 +3,7 @@ on:
   workflow_dispatch:
   push:
     branches:
-      - main
+      - main-blocked
     paths:
       - "pyproject.toml"
 

README.md

@@ -363,7 +363,6 @@ When you run the `scan.sh` script:
   * `high` level risky features
     * `Install via git url`, `pip install`
     * Installation of custom nodes registered not in the `default channel`.
-    * Display terminal log
     * Fix custom nodes
   
   * `middle` level risky features

glob/manager_core.py

@@ -23,7 +23,7 @@ sys.path.append(glob_path)
 import cm_global
 from manager_util import *
 
-version = [2, 51, 6]
+version = [2, 52]
 version_str = f"V{version[0]}.{version[1]}" + (f'.{version[2]}' if len(version) > 2 else '')
 
 
@@ -367,13 +367,13 @@ def __win_check_git_update(path, do_fetch=False, do_update=False):
     if do_update:
         if "CUSTOM NODE PULL: Success" in output:
             process.wait()
-            print(f"\rUpdated: {path}")
+            print(f"\x1b[2K\rUpdated: {path}")
             return True, True    # updated
         elif "CUSTOM NODE PULL: None" in output:
             process.wait()
             return False, True   # there is no update
         else:
-            print(f"\rUpdate error: {path}")
+            print(f"\x1b[2K\rUpdate error: {path}")
             process.wait()
             return False, False  # update failed
     else:
@@ -384,7 +384,7 @@ def __win_check_git_update(path, do_fetch=False, do_update=False):
             process.wait()
             return False, True
         else:
-            print(f"\rFetch error: {path}")
+            print(f"\x1b[2K\rFetch error: {path}")
             print(f"\n{output}\n")
             process.wait()
             return False, True
@@ -408,6 +408,7 @@ def execute_install_script(url, repo_path, lazy_mode=False, instant_execution=Fa
     else:
         if os.path.exists(requirements_path):
             print("Install: pip packages")
+            pip_fixer = PIPFixer(get_installed_packages())
             with open(requirements_path, "r") as requirements_file:
                 for line in requirements_file:
                     #handle comments
@@ -430,6 +431,8 @@ def execute_install_script(url, repo_path, lazy_mode=False, instant_execution=Fa
                         if package_name.strip() != "" and not package_name.startswith('#'):
                             try_install_script(url, repo_path, install_cmd, instant_execution=instant_execution)
 
+            pip_fixer.fix_broken()
+
         if os.path.exists(install_script_path):
             print(f"Install: install script")
             install_cmd = [sys.executable, "install.py"]

glob/manager_server.py

@@ -62,7 +62,7 @@ def is_allowed_security_level(level):
 
 async def get_risky_level(files, pip_packages):
     json_data1 = await core.get_data_by_mode('local', 'custom-node-list.json')
-    json_data2 = await core.get_data_by_mode('cache', 'custom-node-list.json', channel_url='https://github.com/ltdrdata/ComfyUI-Manager/raw/main')
+    json_data2 = await core.get_data_by_mode('cache', 'custom-node-list.json', channel_url='https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main')
 
     all_urls = set()
     for x in json_data1['custom_nodes'] + json_data2['custom_nodes']:
@@ -850,8 +850,8 @@ async def install_custom_node(request):
 
 @PromptServer.instance.routes.post("/customnode/fix")
 async def fix_custom_node(request):
-    if not is_allowed_security_level('high'):
-        print(SECURITY_MESSAGE_MIDDLE_OR_BELOW)
+    if not is_allowed_security_level('middle'):
+        print(SECURITY_MESSAGE_GENERAL)
         return web.Response(status=403)
 
     json_data = await request.json()
@@ -871,6 +871,10 @@ async def fix_custom_node(request):
         return web.Response(status=400)
 
     if 'pip' in json_data:
+        if not is_allowed_security_level('high'):
+            print(SECURITY_MESSAGE_GENERAL)
+            return web.Response(status=403)
+
         for pname in json_data['pip']:
             install_cmd = [sys.executable, "-m", "pip", "install", '-U', pname]
             core.try_install_script(json_data['files'][0], ".", install_cmd)
@@ -1066,32 +1070,6 @@ async def install_model(request):
     return web.Response(status=400)
 
 
-class ManagerTerminalHook:
-    def write_stderr(self, msg):
-        PromptServer.instance.send_sync("manager-terminal-feedback", {"data": msg})
-
-    def write_stdout(self, msg):
-        PromptServer.instance.send_sync("manager-terminal-feedback", {"data": msg})
-
-
-manager_terminal_hook = ManagerTerminalHook()
-
-
-@PromptServer.instance.routes.get("/manager/terminal")
-async def terminal_mode(request):
-    if not is_allowed_security_level('high'):
-        print(SECURITY_MESSAGE_NORMAL_MINUS)
-        return web.Response(status=403)
-
-    if "mode" in request.rel_url.query:
-        if request.rel_url.query['mode'] == 'true':
-            sys.__comfyui_manager_terminal_hook.add_hook('cm', manager_terminal_hook)
-        else:
-            sys.__comfyui_manager_terminal_hook.remove_hook('cm')
-
-    return web.Response(status=200)
-
-
 @PromptServer.instance.routes.get("/manager/preview_method")
 async def preview_method(request):
     if "value" in request.rel_url.query:
@@ -1238,6 +1216,11 @@ def restart(self):
         exit(0)
 
     print(f"\nRestarting... [Legacy Mode]\n\n")
+
+    sys_argv = sys.argv.copy()
+    if '--windows-standalone-build' in sys_argv:
+        sys_argv.remove('--windows-standalone-build')
+
     if sys.platform.startswith('win32'):
         return os.execv(sys.executable, ['"' + sys.executable + '"', '"' + sys.argv[0] + '"'] + sys.argv[1:])
     else:
@@ -1368,6 +1351,6 @@ if not os.path.exists(core.config_path):
 cm_global.register_extension('ComfyUI-Manager',
                              {'version': core.version,
                                  'name': 'ComfyUI Manager',
-                                 'nodes': {'Terminal Log //CM'},
+                                 'nodes': {},
                                  'description': 'It provides the ability to manage custom nodes in ComfyUI.', })
 

glob/manager_util.py

@@ -1,3 +1,6 @@
+import subprocess
+import sys
+
 # DON'T USE StrictVersion - cannot handle pre_release version
 # try:
 #     from distutils.version import StrictVersion
@@ -62,3 +65,150 @@ class StrictVersion:
     def __ne__(self, other):
         return not self == other
 
+
+pip_map = None
+
+def get_installed_packages(renew=False):
+    global pip_map
+
+    if renew or pip_map is None:
+        try:
+            result = subprocess.check_output([sys.executable, '-m', 'pip', 'list'], universal_newlines=True)
+
+            pip_map = {}
+            for line in result.split('\n'):
+                x = line.strip()
+                if x:
+                    y = line.split()
+                    if y[0] == 'Package' or y[0].startswith('-'):
+                        continue
+
+                    pip_map[y[0]] = y[1]
+        except subprocess.CalledProcessError as e:
+            print(f"[ComfyUI-Manager] Failed to retrieve the information of installed pip packages.")
+            return set()
+
+    return pip_map
+
+
+def clear_pip_cache():
+    global pip_map
+    pip_map = None
+
+
+torch_torchvision_version_map = {
+    '2.5.1': '0.20.1',
+    '2.5.0': '0.20.0',
+    '2.4.1': '0.19.1',
+    '2.4.0': '0.19.0',
+    '2.3.1': '0.18.1',
+    '2.3.0': '0.18.0',
+    '2.2.2': '0.17.2',
+    '2.2.1': '0.17.1',
+    '2.2.0': '0.17.0',
+    '2.1.2': '0.16.2',
+    '2.1.1': '0.16.1',
+    '2.1.0': '0.16.0',
+    '2.0.1': '0.15.2',
+    '2.0.0': '0.15.1',
+}
+
+
+class PIPFixer:
+    def __init__(self, prev_pip_versions):
+        self.prev_pip_versions = { **prev_pip_versions }
+
+    def torch_rollback(self):
+        spec = self.prev_pip_versions['torch'].split('+')
+        if len(spec) > 0:
+            platform = spec[1]
+        else:
+            cmd = [sys.executable, '-m', 'pip', 'install', '--force', 'torch', 'torchvision', 'torchaudio']
+            subprocess.check_output(cmd, universal_newlines=True)
+            print(cmd)
+            return
+
+        torch_ver = StrictVersion(spec[0])
+        torch_ver = f"{torch_ver.major}.{torch_ver.minor}.{torch_ver.patch}"
+        torchvision_ver = torch_torchvision_version_map.get(torch_ver)
+
+        if torchvision_ver is None:
+            cmd = [sys.executable, '-m', 'pip', 'install', '--pre',
+                   'torch', 'torchvision', 'torchaudio',
+                   '--index-url', f"https://download.pytorch.org/whl/nightly/{platform}"]
+            print("[manager-core] restore PyTorch to nightly version")
+        else:
+            cmd = [sys.executable, '-m', 'pip', 'install',
+                   f'torch=={torch_ver}', f'torchvision=={torchvision_ver}', f"torchaudio=={torch_ver}",
+                   '--index-url', f"https://download.pytorch.org/whl/{platform}"]
+            print(f"[manager-core] restore PyTorch to {torch_ver}+{platform}")
+
+        subprocess.check_output(cmd, universal_newlines=True)
+
+    def fix_broken(self):
+        new_pip_versions = get_installed_packages(True)
+
+        # remove `comfy` python package
+        try:
+            if 'comfy' in new_pip_versions:
+                cmd = [sys.executable, '-m', 'pip', 'uninstall', 'comfy']
+                subprocess.check_output(cmd, universal_newlines=True)
+
+                print(f"[manager-core] 'comfy' python package is uninstalled.\nWARN: The 'comfy' package is completely unrelated to ComfyUI and should never be installed as it causes conflicts with ComfyUI.")
+        except Exception as e:
+            print(f"[manager-core] Failed to uninstall `comfy` python package")
+            print(e)
+
+        # fix torch - reinstall torch packages if version is changed
+        try:
+            if 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()
+        except Exception as e:
+            print(f"[manager-core] Failed to restore PyTorch")
+            print(e)
+
+        # fix opencv
+        try:
+            ocp = new_pip_versions.get('opencv-contrib-python')
+            ocph = new_pip_versions.get('opencv-contrib-python-headless')
+            op = new_pip_versions.get('opencv-python')
+            oph = new_pip_versions.get('opencv-python-headless')
+
+            versions = [ocp, ocph, op, oph]
+            versions = [StrictVersion(x) for x in versions if x is not None]
+            versions.sort(reverse=True)
+
+            if len(versions) > 0:
+                # upgrade to maximum version
+                targets = []
+                cur = versions[0]
+                if ocp is not None and StrictVersion(ocp) != cur:
+                    targets.append('opencv-contrib-python')
+                if ocph is not None and StrictVersion(ocph) != cur:
+                    targets.append('opencv-contrib-python-headless')
+                if op is not None and StrictVersion(op) != cur:
+                    targets.append('opencv-python')
+                if oph is not None and StrictVersion(oph) != cur:
+                    targets.append('opencv-python-headless')
+
+                if len(targets) > 0:
+                    for x in targets:
+                        cmd = [sys.executable, '-m', 'pip', 'install', f"{x}=={versions[0].version_string}"]
+                        subprocess.check_output(cmd, universal_newlines=True)
+
+                    print(f"[manager-core] 'opencv' dependencies were fixed: {targets}")
+        except Exception as e:
+            print(f"[manager-core] Failed to restore opencv")
+            print(e)
+
+        # fix numpy
+        try:
+            np = new_pip_versions.get('numpy')
+            if np is not None:
+                if StrictVersion(np) >= StrictVersion('2'):
+                    subprocess.check_output([sys.executable, '-m', 'pip', 'install', f"numpy<2"], universal_newlines=True)
+        except Exception as e:
+            print(f"[manager-core] Failed to restore numpy")
+            print(e)

js/common.js

@@ -12,6 +12,10 @@ export async function sleep(ms) {
 }
 
 export function rebootAPI() {
+	if ('electronAPI' in window) {
+      		window.electronAPI.restartApp();
+      		return true;
+    	}
 	if (confirm("Are you sure you'd like to reboot the server?")) {
 		try {
 			api.fetchApi("/manager/reboot");
@@ -237,4 +241,4 @@ export const icons = {
 	conflicts: '<svg viewBox="0 0 400 400" width="100%" height="100%" pointer-events="none" xmlns="http://www.w3.org/2000/svg"><path fill="currentColor" d="m397.2 350.4.2-.2-180-320-.2.2C213.8 24.2 207.4 20 200 20s-13.8 4.2-17.2 10.4l-.2-.2-180 320 .2.2c-1.6 2.8-2.8 6-2.8 9.6 0 11 9 20 20 20h360c11 0 20-9 20-20 0-3.6-1.2-6.8-2.8-9.6M220 340h-40v-40h40zm0-60h-40V120h40z"/></svg>',
 	passed: '<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 426.667 426.667"><path fill="#6AC259" d="M213.333,0C95.518,0,0,95.514,0,213.333s95.518,213.333,213.333,213.333c117.828,0,213.333-95.514,213.333-213.333S331.157,0,213.333,0z M174.199,322.918l-93.935-93.931l31.309-31.309l62.626,62.622l140.894-140.898l31.309,31.309L174.199,322.918z"/></svg>',
 	download: '<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" width="100%" height="100%" viewBox="0 0 32 32"><path fill="currentColor" d="M26 24v4H6v-4H4v4a2 2 0 0 0 2 2h20a2 2 0 0 0 2-2v-4zm0-10l-1.41-1.41L17 20.17V2h-2v18.17l-7.59-7.58L6 14l10 10l10-10z"></path></svg>'
-}
+}

js/terminal.js

@@ -1,83 +0,0 @@
-import {app} from "../../scripts/app.js";
-import {ComfyWidgets} from "../../scripts/widgets.js";
-// Node that add notes to your project
-
-let terminal_node;
-let log_mode = false;
-
-app.registerExtension({
-	name: "Comfy.Manager.Terminal",
-
-	registerCustomNodes() {
-		class TerminalNode extends LiteGraph.LGraphNode {
-			color = "#222222";
-			bgcolor = "#000000";
-			groupcolor = LGraphCanvas.node_colors.black.groupcolor;
-			constructor() {
-				super();
-				this.title = "Terminal Log (Manager)";
-				this.logs = [];
-
-				if (!this.properties) {
-					this.properties = {};
-					this.properties.text="";
-				}
-
-				ComfyWidgets.STRING(this, "", ["", {default:this.properties.text, multiline: true}], app)
-				ComfyWidgets.BOOLEAN(this, "mode", ["", {default:true, label_on:'Logging', label_off:'Stop'}], app)
-				ComfyWidgets.INT(this, "lines", ["", {default:500, min:10, max:10000, steps:1}], app)
-
-				let self = this;
-				Object.defineProperty(this.widgets[1], 'value', {
-					set: (v) => {
-						api.fetchApi(`/manager/terminal?mode=${v}`, {});
-						log_mode = v;
-					},
-					get: () => {
-						return log_mode;
-					}
-				});
-
-				this.serialize_widgets = false;
-				this.isVirtualNode = true;
-
-				if(terminal_node) {
-					try {
-						terminal_node.widgets[0].value = 'The output of this node is disabled because another terminal node has appeared.';
-					}
-					catch {}
-				}
-				terminal_node = this;
-			}
-		}
-
-		// Load default visibility
-		LiteGraph.registerNodeType(
-			"Terminal Log //CM",
-			Object.assign(TerminalNode, {
-				title_mode: LiteGraph.NORMAL_TITLE,
-				title: "Terminal Log (Manager)",
-				collapsable: true,
-			})
-		);
-
-		TerminalNode.category = "utils";
-	},
-});
-
-
-import { api } from "../../scripts/api.js";
-
-function terminalFeedback(event) {
-	if(terminal_node) {
-		terminal_node.logs.push(event.detail.data);
-		if(terminal_node.logs.length > terminal_node.widgets[2].value) {
-			terminal_node.logs.shift();
-			if(terminal_node.logs[0] == '' || terminal_node.logs[0] == '\n')
-				terminal_node.logs.shift();
-		}
-		terminal_node.widgets[0].value = [...terminal_node.logs].reverse().join('').trim();
-	}
-}
-
-api.addEventListener("manager-terminal-feedback", terminalFeedback);

json-checker.py

@@ -3,10 +3,12 @@ import argparse
 
 def check_json_syntax(file_path):
     try:
-        with open(file_path, 'r') as file:
+        with open(file_path, 'r', encoding='utf-8') as file:
             json_str = file.read()
             json.loads(json_str)
             print(f"[ OK ] {file_path}")
+    except UnicodeDecodeError as e:
+        print(f"Unicode decode error: {e}")
     except json.JSONDecodeError as e:
         print(f"[FAIL] {file_path}\n\n       {e}\n")
     except FileNotFoundError:

node_db/dev/custom-node-list.json

@@ -11,9 +11,614 @@
 
 
 
+
+
+        {
+            "author": "vahidzxc",
+            "title": "ComfyUI-My-Handy-Nodes",
+            "reference": "https://github.com/vahidzxc/ComfyUI-My-Handy-Nodes",
+            "files": [
+                "https://github.com/vahidzxc/ComfyUI-My-Handy-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:VahCropImage"
+        },
+        {
+            "author": "StartHua",
+            "title": "Comfyui_Flux_Style_Ctr [WIP]",
+            "reference": "https://github.com/StartHua/Comfyui_Flux_Style_Ctr",
+            "files": [
+                "https://github.com/StartHua/Comfyui_Flux_Style_Ctr"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:CXH_StyleModelApply\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "miragecoa",
+            "title": "ComfyUI-LLM-Evaluation [WIP]",
+            "reference": "https://github.com/miragecoa/ComfyUI-LLM-Evaluation",
+            "files": [
+                "https://github.com/miragecoa/ComfyUI-LLM-Evaluation"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Load File, Select Item by Index, Select Item by Key, JSONToListNode, MathOperationNode, F1ScoreNode, AccuracyNode, ..."
+        },
+        {
+            "author": "WASasquatch",
+            "title": "ASTERR [UNSAFE]",
+            "id": "asterr",
+            "reference": "https://github.com/WASasquatch/ASTERR",
+            "files": [
+                "https://github.com/WASasquatch/ASTERR"
+            ],
+            "install_type": "git-clone",
+            "description": "Abstract Syntax Trees Evaluated Restricted Run (ASTERR) is a Python Script executor for ComfyUI. [w/Warning:ASTERR runs Python Code from a Web Interface! It is highly recommended to run this in a closed-off environment, as it could have potential security risks.]"
+        },
+        {
+            "author": "BenjaMITM",
+            "title": "ComfyUI_On_The_Fly_Wildcards [WIP]",
+            "reference": "https://github.com/BenjaMITM/ComfyUI_On_The_Fly_Wildcards",
+            "files": [
+                "https://github.com/BenjaMITM/ComfyUI_On_The_Fly_Wildcards"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Wildcard Creator, Wildcard Loader, Wildcard Selector, Display String.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "celll1",
+            "title": "cel_sampler [WIP]",
+            "reference": "https://github.com/celll1/cel_sampler",
+            "files": [
+                "https://github.com/celll1/cel_sampler"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Latent Value Tracker\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "DataCTE",
+            "title": "ComfyUI-DataVoid-nodes [WIP]",
+            "reference": "https://github.com/DataCTE/ComfyUI-DataVoid-nodes",
+            "files": [
+                "https://github.com/DataCTE/ComfyUI-DataVoid-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of custom nodes for ComfyUI focused on model merging and style adaptation.[w/It may cause a lot of node conflicts with comfyui_ipadapter_plus.]"
+        },
+        {
+            "author": "minhtuannhn",
+            "title": "comfyui-gemini-studio [WIP]",
+            "reference": "https://github.com/minhtuannhn/comfyui-gemini-studio",
+            "files": [
+                "https://github.com/minhtuannhn/comfyui-gemini-studio"
+            ],
+            "install_type": "git-clone",
+            "description": "comfyui-gemini-studio[w/This extension uses the legacy method of copying JS.]"
+        },
+        {
+            "author": "artem-konevskikh",
+            "title": "ComfyUI Video Processing Nodes [WIP]",
+            "reference": "https://github.com/artem-konevskikh/comfyui-split-merge-video",
+            "files": [
+                "https://github.com/artem-konevskikh/comfyui-split-merge-video"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom nodes for ComfyUI that add video splitting and merging capabilities with crossfade transitions."
+        },
+        {
+            "author": "Poseidon-fan",
+            "title": "ComfyUI-fileCleaner [UNSAFE]",
+            "reference": "https://github.com/Poseidon-fan/ComfyUI-fileCleaner",
+            "files": [
+                "https://github.com/Poseidon-fan/ComfyUI-fileCleaner"
+            ],
+            "install_type": "git-clone",
+            "description": "In production environments, images are usually saved on storage servers such as S3, rather than local folders. So the method of placing images in local folders using ComfyUI's native LoadImage and SaveImage nodes cannot be used as a deployment service method, but can only be used as a temporary storage place for images. This requires a way to delete images from the input and output folders.\nThis node is used to delete images from the input and output folders. It is recommended to use this node through api call in the backend after the image processing is completed.[w/Users can use the file deletion feature through the workflow.]"
+        },
+        {
+            "author": "kostenickj",
+            "title": "comfyui-jk-easy-nodes",
+            "reference": "https://github.com/kostenickj/comfyui-jk-easy-nodes",
+            "files": [
+                "https://github.com/kostenickj/comfyui-jk-easy-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:JK Easy Prompt, JK Easy HiRes Fix"
+        },
+        {
+            "author": "yorkane",
+            "title": "Comfy UI Robe Nodes [UNSAFE]",
+            "reference": "https://github.com/RobeSantoro/ComfyUI-RobeNodes",
+            "files": [
+                "https://github.com/RobeSantoro/ComfyUI-RobeNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES: List Video Path Node, List Image Path Node\nThis is a collection of utility nodes for the ComfyUI stable diffusion client that provides enhanced file path handling capabilities.[w/Users will be able to access images from arbitrary paths through the workflow.] "
+        },
+        {
+            "author": "Kimara.ai",
+            "title": "Advanced Watermarking Tools [WIP]",
+            "reference": "https://github.com/kimara-ai/ComfyUI-Kimara-AI-Advanced-Watermarks",
+            "files": [
+                "https://github.com/kimara-ai/ComfyUI-Kimara-AI-Advanced-Watermarks"
+            ],
+            "install_type": "git-clone",
+            "description": "The KimaraAIWatermarker custom node allows you to apply watermark text and logo overlays to images (or a batch of images). It provides features like customizable watermark movement, rotation, and opacity. You can also apply both text and logo watermarks simultaneously, with fine-tuned control over positioning and scaling."
+        },
+        {
+            "author": "Clybius",
+            "title": "ComfyUI-FluxDeCLIP",
+            "reference": "https://github.com/Clybius/ComfyUI-FluxDeCLIP",
+            "files": [
+                "https://github.com/Clybius/ComfyUI-FluxDeCLIP"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:FluxDeCLIPCheckpointLoader"
+        },
+        {
+            "author": "ZHO-ZHO-ZHO",
+            "title": "ComfyUI-BiRefNet-ZHO [BROKEN]",
+            "id": "birefnet",
+            "reference": "https://github.com/ZHO-ZHO-ZHO/ComfyUI-BiRefNet-ZHO",
+            "files": [
+                "https://github.com/ZHO-ZHO-ZHO/ComfyUI-BiRefNet-ZHO"
+            ],
+            "install_type": "git-clone",
+            "description": "Better version for [a/BiRefNet](https://github.com/zhengpeng7/birefnet) in ComfyUI | Both img and video.\nNOTE: You need to do [a/manual patch](https://github.com/ZHO-ZHO-ZHO/ComfyUI-BiRefNet-ZHO/issues/20)"
+        },
+        {
+            "author": "trashgraphicard",
+            "title": "Albedo-Sampler-for-ComfyUI",
+            "reference": "https://github.com/trashgraphicard/Albedo-Sampler-for-ComfyUI",
+            "files": [
+                "https://github.com/trashgraphicard/Albedo-Sampler-for-ComfyUI"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Sample Image"
+        },
+        {
+            "author": "Anze-",
+            "title": "ComfyUI_deepDeband [WIP]",
+            "reference": "https://github.com/Anze-/ComfyUI_deepDeband",
+            "files": [
+                "https://github.com/Anze-/ComfyUI_deepDeband"
+            ],
+            "install_type": "git-clone",
+            "description": "ComyUI wrapper for RaymondLZhou/deepDeband image and video debanding\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "bmad4ever",
+            "title": "Bmad Nodes [UNSAFE]",
+            "id": "bmad",
+            "reference": "https://github.com/bmad4ever/comfyui_bmad_nodes",
+            "files": [
+                "https://github.com/bmad4ever/comfyui_bmad_nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "This custom node offers the following functionalities: API support for setting up API requests, computer vision primarily for masking or collages, and general utility to streamline workflow setup or implement essential missing features.\nNOTE: Vulnerability discovered. Not being managed."
+        },
+        {
+            "author": "suncat2ps",
+            "title": "ComfyUI-SaveImgNextcloud",
+            "reference": "https://github.com/suncat2ps/ComfyUI-SaveImgNextcloud",
+            "files": [
+               "https://github.com/suncat2ps/ComfyUI-SaveImgNextcloud"
+            ],
+            "description": "NODES:Save Image to Nextcloud",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "KoreTeknology",
+            "title": "ComfyUI Production Nodes Pack [WIP]",
+            "reference": "https://github.com/KoreTeknology/ComfyUI-Nai-Production-Nodes-Pack",
+            "files": [
+               "https://github.com/KoreTeknology/ComfyUI-Nai-Production-Nodes-Pack"
+            ],
+            "description": "This is set of custom nodes for your ComfyUI1 production setup. It offers the very basic nodes that are missing in the official 'Vanilla' package. It is a research Node based project on Artificial Intelligence using ComfyUI visual editor. This repository also includes a set of workflows to test the nodes.",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "DoctorDiffusion",
+            "title": "ComfyUI-Flashback",
+            "reference": "https://github.com/DoctorDiffusion/ComfyUI-Flashback",
+            "files": [
+               "https://github.com/DoctorDiffusion/ComfyUI-Flashback"
+            ],
+            "description": "NODES:Latent Export, Latent Import, Latent Loop",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "sswink",
+            "title": "comfyui-lingshang",
+            "reference": "https://github.com/sswink/comfyui-lingshang",
+            "files": [
+               "https://github.com/sswink/comfyui-lingshang"
+            ],
+            "description": "NODES:LS_SaveImageToOss, LS_LoadMaskFromUrl, LS_DigImageByMask, LS_ALY_Seg_Utils, LS_ALY_UploadToOssAndGetUrl, LS_GrowMaskWithBlur, LS_ALY_Seg_Body_Utils, LS_ALY_Seg_Common_Utils, LS_ALY_Seg_Clothes_Utils, LS_ALY_Seg_Body_Utils_Return_crop, ...",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "AICodeFactory",
+            "title": "ComfyUI-Viva",
+            "reference": "https://github.com/AICodeFactory/ComfyUI-Viva",
+            "files": [
+               "https://github.com/AICodeFactory/ComfyUI-Viva"
+            ],
+            "description": "NODES:HttpTrigger (Viva), HttpTrigger (Image), HttpTrigger (Common)",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "LogicAI",
+            "title": "ComfyUI-MagicAI [UNSAFE]",
+            "reference": "https://github.com/lcolok/ComfyUI-MagicAI",
+            "files": [
+                "https://github.com/lcolok/ComfyUI-MagicAI"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Mask Size Calculator (MagicAI), Universal Mask Converter (MagicAI), Python Execution (MagicAI), Extract JSON From Text Node(MagicAI)\n[w/This extension allows the execution of arbitrary Python code from a workflow.]"
+        },
+        {
+            "author": "T8star1984",
+            "title": "comfyui-purgevram",
+            "reference": "https://github.com/T8star1984/comfyui-purgevram",
+            "files": [
+                "https://github.com/T8star1984/comfyui-purgevram"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:PurgeVRAM.\nCan be added after any node to clean up vram and memory"
+        },
+        {
+            "author": "Laser-one",
+            "title": "ComfyUI-align-pose",
+            "reference": "https://github.com/Laser-one/ComfyUI-align-pose",
+            "files": [
+                "https://github.com/Laser-one/ComfyUI-align-pose"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:align pose"
+        },
+        {
+            "author": "chenbaiyujason",
+            "title": "ComfyUI_StepFun",
+            "reference": "https://github.com/chenbaiyujason/ComfyUI_StepFun",
+            "files": [
+                "https://github.com/chenbaiyujason/ComfyUI_StepFun"
+            ],
+            "install_type": "git-clone",
+            "description": "To use stepfun's library, you need an official api that supports multimodal inputs such as video and pictures [a/https://platform.stepfun.com/request-restriction](https://platform.stepfun.com/request-restriction)"
+        },
+        {
+            "author": "attashe",
+            "title": "ComfyUI-FluxRegionAttention [WIP]",
+            "reference": "https://github.com/attashe/ComfyUI-FluxRegionAttention",
+            "files": [
+                "https://github.com/attashe/ComfyUI-FluxRegionAttention"
+            ],
+            "install_type": "git-clone",
+            "description": "Implement Region Attention for Flux model"
+        },
+        {
+            "author": "aria1th",
+            "title": "ComfyUI-SkipCFGSigmas",
+            "reference": "https://github.com/aria1th/ComfyUI-SkipCFGSigmas",
+            "files": [
+                "https://github.com/aria1th/ComfyUI-SkipCFGSigmas"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:CFGControl_SKIPCFG"
+        },
+        {
+            "author": "PnthrLeo",
+            "title": "comfyUI-image-search",
+            "reference": "https://github.com/PnthrLeo/comfyUI-image-search",
+            "files": [
+                "https://github.com/PnthrLeo/comfyUI-image-search"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:CloseImagesSearcher"
+        },
+        {
+            "author": "Clelstyn",
+            "title": "ComfyUI-Inpaint_with_Detailer",
+            "reference": "https://github.com/Clelstyn/ComfyUI-Inpaint_with_Detailer",
+            "files": [
+                "https://github.com/Clelstyn/ComfyUI-Inpaint_with_Detailer"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Masked Resize Image, Paste Masked Image, Filter And Blur Mask"
+        },
+        {
+            "author": "Looking-Glass",
+            "title": "LKG-ComfyUI",
+            "reference": "https://github.com/Looking-Glass/LKG-ComfyUI",
+            "files": [
+                "https://github.com/Looking-Glass/LKG-ComfyUI"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Side by Side Node, Bridge Preview Node, Load Folder, Scale Maintain Aspect Ratio Node, "
+        },
+        {
+            "author": "xiaoyumu",
+            "title": "ComfyUI-XYNodes",
+            "reference": "https://github.com/xiaoyumu/ComfyUI-XYNodes",
+            "files": [
+                "https://github.com/xiaoyumu/ComfyUI-XYNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes:PrimitiveBBOX."
+        },
+        {
+            "author": "ainanoha",
+            "title": "etm_comfyui_nodes",
+            "reference": "https://github.com/ainanoha/etm_comfyui_nodes",
+            "files": [
+                "https://github.com/ainanoha/etm_comfyui_nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:LETM Save Image, ETM Load Image From Local"
+        },
+        {
+            "author": "oshtz",
+            "title": "ComfyUI-oshtz-nodes [WIP]",
+            "reference": "https://github.com/oshtz/ComfyUI-oshtz-nodes",
+            "files": [
+                "https://github.com/oshtz/ComfyUI-oshtz-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Custom nodes for ComfyUI created for some of my workflows.\nLLM All-in-One Node, String Splitter Node, LoRA Switcher Node, Image Overlay Node"
+        },
+        {
+            "author": "DoctorDiffusion",
+            "title": "DoctorDiffusion [WIP]",
+            "reference": "https://github.com/DoctorDiffusion/Doctor-Tools",
+            "files": [
+                "https://github.com/DoctorDiffusion/Doctor-Tools"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Final Frame Selector, Video Merge.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "m-ai-studio",
+            "title": "mai-prompt-progress",
+            "reference": "https://github.com/m-ai-studio/mai-prompt-progress",
+            "files": [
+                "https://github.com/m-ai-studio/mai-prompt-progress"
+            ],
+            "install_type": "git-clone",
+            "description": "mai-prompt-progress"
+        },
+        {
+            "author": "neeltheninja",
+            "title": "ComfyUI-TempFileDeleter [UNSAFE]",
+            "reference": "https://github.com/neeltheninja/ComfyUI-TempFileDeleter",
+            "files": [
+                "https://github.com/neeltheninja/ComfyUI-TempFileDeleter"
+            ],
+            "install_type": "git-clone",
+            "description": "This node is designed to streamline your workflow in ComfyUI by efficiently cleaning up temporary files on each run. This node takes no input. You can specify 'on' or 'off' in the node itself, or just bypass to not use use it.[w/This node can delete any files in the folder mentioned in 'folder_path' in the node. Be aware of this and change the folder path correctly before running any workflow with this node. I will NOT be responsible for wrongly deleted files because you didn't read this beforehand.]"
+        },
+        {
+            "author": "kylegrover",
+            "title": "comfyui-python-cowboy [UNSAFE]",
+            "reference": "https://github.com/kylegrover/comfyui-python-cowboy",
+            "files": [
+                "https://github.com/kylegrover/comfyui-python-cowboy"
+            ],
+            "install_type": "git-clone",
+            "description": "run python code in comfyui\nuses codemirror for nice syntax highlighting\nNOTE: based on ComfyUI-nidefawl[w/This node is an unsafe node that includes the capability to execute arbitrary python script.]"
+        },
+        {
+            "author": "kijai",
+            "title": "ComfyUI-MochiWrapper [WIP]",
+            "reference": "https://github.com/kijai/ComfyUI-MochiWrapper",
+            "files": [
+                "https://github.com/kijai/ComfyUI-MochiWrapper"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI wrapper nodes for [a/Mochi](https://github.com/genmoai/models) video generator"
+        },
+        {
+            "author": "kk8bit",
+            "title": "KayTool",
+            "reference": "https://github.com/kk8bit/KayTool",
+            "files": [
+                "https://github.com/kk8bit/KayTool"
+            ],
+            "install_type": "git-clone",
+            "description": "KayTool is a custom node utility package developed for ComfyUI. I plan to add more features in the future."
+        },
+        {
+            "author": "leadbreak",
+            "title": "Face Aging [WIP]",
+            "reference": "https://github.com/leadbreak/comfyui-faceaging",
+            "files": [
+                "https://github.com/leadbreak/comfyui-faceaging"
+            ],
+            "install_type": "git-clone",
+            "description": "This is a comfyui custom node version of [a/Age Transformation](https://github.com/yuval-alaluf/SAM).\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "downlifted",
+            "title": "ComfyUI_BWiZ_Nodes [WIP]",
+            "reference": "https://github.com/downlifted/ComfyUI_BWiZ_Nodes",
+            "files": [
+                "https://github.com/downlifted/ComfyUI_BWiZ_Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:CaptainWebhook, CaptainWebhook-Email, CaptainWebhook-Push, BWIZ_AdvancedLoadImageBatch, BWIZ_ErrorDetector, BWIZ_HFRepoBatchLoader, BWIZ_NotificationSound.\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "Poukpalaova",
+            "title": "ComfyUI-FRED-Nodes [WIP]",
+            "reference": "https://github.com/Poukpalaova/ComfyUI-FRED-Nodes",
+            "files": [
+                "https://github.com/Poukpalaova/ComfyUI-FRED-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "This repository contains custom nodes for ComfyUI. This is a work in progress (WIP).\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "blurymind",
+            "title": "cozy-fireplace [WIP]",
+            "reference": "https://github.com/blurymind/cozy-fireplace",
+            "files": [
+                "https://github.com/blurymind/cozy-fireplace"
+            ],
+            "install_type": "git-clone",
+            "description": "Cozy fireplace is a ComfyUI workflow prompter that brings a localhost server frontend for existing workflows created in ComfyUi. Just place your favorite or lovingly crafted workflows in a folder and cozy fireplace will let you select and run any of them (export them as API type in comfyui) It's a cozy UI that scales all the way down to mobile phone devices - to let you prompt your beefy pc at home with your smartphone."
+        },
+        {
+            "author": "lordwedggie",
+            "title": "xcpNodes [WIP]",
+            "reference": "https://github.com/lordwedggie/xcpNodes",
+            "files": [
+                "https://github.com/lordwedggie/xcpNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Slider nodes based on Smirnov75's codes [a/https://github.com/Smirnov75/ComfyUI-mxToolkit](https://github.com/Smirnov75/ComfyUI-mxToolkit)\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "kxh",
+            "title": "ComfyUI-ImageUpscaleWithModelMultipleTimes",
+            "reference": "https://github.com/kxh/ComfyUI-ImageUpscaleWithModelMultipleTimes",
+            "files": [
+                "https://github.com/kxh/ComfyUI-ImageUpscaleWithModelMultipleTimes"
+            ],
+            "install_type": "git-clone",
+            "description": "Upscale image with model multiple times !"
+        },
+        {
+            "author": "huangyangke",
+            "title": "ComfyUI-Kolors-IpadapterFaceId [WIP]",
+            "reference": "https://github.com/huangyangke/ComfyUI-Kolors-IpadapterFaceId",
+            "files": [
+                "https://github.com/huangyangke/ComfyUI-Kolors-IpadapterFaceId"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:kolors_ipadapter_faceid\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "rouxianmantou",
+            "title": "comfyui-rxmt-nodes",
+            "reference": "https://github.com/rouxianmantou/comfyui-rxmt-nodes",
+            "files": [
+                "https://github.com/rouxianmantou/comfyui-rxmt-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Check Value Type"
+        },
+        {
+            "author": "SirVeggie",
+            "title": "SirVeggie/Custom nodes for ComfyUI",
+            "reference": "https://github.com/SirVeggie/comfyui-sv-nodes",
+            "files": [
+                "https://github.com/SirVeggie/comfyui-sv-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:SV-SimpleText, SV-PromptProcessing, SV-PromptProcessingRecursive, SV-PromptProcessingAdvanced, SV-PromptProcessingEncode,..."
+        },
+        {
+            "author": "artisanalcomputing",
+            "title": "artcpu-custom-nodes",
+            "reference": "https://github.com/artisanalcomputing/ComfyUI-Custom-Nodes",
+            "files": [
+                "https://github.com/artisanalcomputing/ComfyUI-Custom-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Random Video Mixer, Spotify Canvas Generator, Video Writer\ncustom comfyui nodes for audio/visual purposes# ComfyUI-Custom-Nodes"
+        },
+        {
+            "author": "kxh",
+            "title": "ComfyUI-sam2",
+            "reference": "https://github.com/kxh/ComfyUI-sam2",
+            "files": [
+                "https://github.com/kxh/ComfyUI-sam2"
+            ],
+            "install_type": "git-clone",
+            "description": "use semantic tag to segment any element in an image, output a mask.\nNOTE: Repo name is conflicting with neverbiasu/ComfyUI-SAM2"
+        },
+        {
+            "author": "AIFSH",
+            "title": "UtilNodes-ComfyUI [WIP]",
+            "reference": "https://github.com/AIFSH/UtilNodes-ComfyUI",
+            "files": [
+                "https://github.com/AIFSH/UtilNodes-ComfyUI"
+            ],
+            "install_type": "git-clone",
+            "description": "here put custom input nodes such as text,video...\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "fablestudio",
+            "title": "ComfyUI-Showrunner-Utils",
+            "reference": "https://github.com/fablestudio/ComfyUI-Showrunner-Utils",
+            "files": [
+                "https://github.com/fablestudio/ComfyUI-Showrunner-Utils"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Align Face, Generate Timestamp"
+        },
         {
             "author": "monate0615",
-            "title": "Affine Transform ComfyUI Node",
+            "title": "ComfyUI-Simple-Image-Tools [WIP]",
+            "reference": "https://github.com/monate0615/ComfyUI-Simple-Image-Tools",
+            "files": [
+                "https://github.com/monate0615/ComfyUI-Simple-Image-Tools"
+            ],
+            "install_type": "git-clone",
+            "description": "Get mask from image based on alpha (Get Mask From Alpha)\nNOTE: The files in the repo are not organized."
+        },
+        {
+            "author": "galoreware",
+            "title": "ComfyUI-GaloreNodes [WIP]",
+            "reference": "https://github.com/galoreware/ComfyUI-GaloreNodes",
+            "files": [
+                "https://github.com/galoreware/ComfyUI-GaloreNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Color and Image related nodes for ComfyUI."
+        },
+        {
+            "author": "lgldlk",
+            "title": "ComfyUI-img-tiler",
+            "reference": "https://github.com/lgldlk/ComfyUI-img-tiler",
+            "files": [
+                "https://github.com/lgldlk/ComfyUI-img-tiler"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:TilerImage, TilerSelect, TileMaker, ImageListTileMaker"
+        },
+        {
+            "author": "SSsnap",
+            "title": "Snap Processing for Comfyui",
+            "reference": "https://github.com/SS-snap/ComfyUI-Snap_Processing",
+            "files": [
+                "https://github.com/SS-snap/ComfyUI-Snap_Processing"
+            ],
+            "install_type": "git-clone",
+            "description": "for preprocessing images, presented in a visual way. It also calculates the corresponding image area."
+        },
+        {
+            "author": "void15700",
+            "title": "VoidCustomNodes",
+            "reference": "https://github.com/void15700/VoidCustomNodes",
+            "files": [
+                "https://github.com/void15700/VoidCustomNodes"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Prompt Parser, String Combiner"
+        },
+        {
+            "author": "wilzamguerrero",
+            "title": "Comfyui-zZzZz [UNSAFE]",
+            "reference": "https://github.com/wilzamguerrero/Comfyui-zZzZz",
+            "files": [
+                "https://github.com/wilzamguerrero/Comfyui-zZzZz"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Download Z, Compress Z, Move Z, Delete Z, Rename Z, Create Z"
+        },
+        {
+            "author": "monate0615",
+            "title": "Affine Transform ComfyUI Node [WIP]",
             "reference": "https://github.com/monate0615/ComfyUI-Affine-Transform",
             "files": [
                 "https://github.com/monate0615/ComfyUI-Affine-Transform"
@@ -56,7 +661,7 @@
             "title": "VLLMVisionChatNode",
             "reference": "https://github.com/okg21/VLLMVisionChatNode",
             "files": [
-                "https://github.com/okg21/VLLMVisionChatNode/raw/refs/heads/main/VLLMVisionChatNode.py"
+                "https://raw.githubusercontent.com/okg21/VLLMVisionChatNode/refs/heads/main/VLLMVisionChatNode.py"
             ],
             "pip": ["openai", "numpy"],
             "install_type": "copy",
@@ -93,16 +698,6 @@
             "install_type": "git-clone",
             "description": "NODES:SheduledCFGGuider, CosineScheduler, InvertSigmas, ConcatSigmas."
         },
-        {
-            "author": "SS-snap",
-            "title": "ComfyUI-Snap_Processing",
-            "reference": "https://github.com/SS-snap/ComfyUI-Snap_Processing",
-            "files": [
-                "https://github.com/SS-snap/ComfyUI-Snap_Processing"
-            ],
-            "install_type": "git-clone",
-            "description": "Creating this repository was a last resort because I couldn't find a node in ComfyUI that calculates area size and ratio, so I had to create a custom node to integrate with my 'Majic product' workflow for automated execution.\nNOTE: The files in the repo are not organized."
-        },
         {
             "author": "netanelben",
             "title": "comfyui-photobooth-customnode",
@@ -226,7 +821,7 @@
         },
         {
             "author": "shadowcz007",
-            "title": "Comfyui-EzAudio",
+            "title": "Comfyui-EzAudio [WIP]",
             "reference": "https://github.com/shadowcz007/Comfyui-EzAudio",
             "files": [
                 "https://github.com/shadowcz007/Comfyui-EzAudio"
@@ -274,16 +869,6 @@
             "install_type": "git-clone",
             "description": "NODES:AppIO_StringInput, AppIO_ImageInput, AppIO_StringOutput, AppIO_ImageOutput"
         },
-        {
-            "author": "wilzamguerrero",
-            "title": "Comfyui-DownZ",
-            "reference": "https://github.com/wilzamguerrero/Comfyui-DownZ",
-            "files": [
-                "https://github.com/wilzamguerrero/Comfyui-DownZ"
-            ],
-            "install_type": "git-clone",
-            "description": "NODES:Download Z, Compress Z, Move Z"
-        },
         {
             "author": "SoftMeng",
             "title": "ComfyUI-PIL",
@@ -374,22 +959,12 @@
             "install_type": "git-clone",
             "description": "NODES:image select, Load AnyLLM, Ask LLM, OpenAI DAlle Node, SK Text_String, SK Random File Name"
         },
-        {
-            "author": "Cardoso-topdev",
-            "title": "comfyui_meshanything_v1 [WIP]",
-            "reference": "https://github.com/Cardoso-topdev/comfyui_meshanything_v1",
-            "files": [
-                "https://github.com/Cardoso-topdev/comfyui_meshanything_v1"
-            ],
-            "install_type": "git-clone",
-            "description": "MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization"
-        },
         {
             "author": "Lilien86",
-            "title": "lauger NodePack for ComfyUI",
-            "reference": "https://github.com/Lilien86/lauger_NP_comfyui",
+            "title": "lauger NodePack for ComfyUI [WIP]",
+            "reference": "https://github.com/Lilien86/Comfyui_Lilien",
             "files": [
-                "https://github.com/Lilien86/lauger_NP_comfyui"
+                "https://github.com/Lilien86/Comfyui_Lilien"
             ],
             "install_type": "git-clone",
             "description": "Hey everyone it's my Custom ComfyUI Nodes Pack repository! This project contains a collection of custom nodes designed to extend the functionality of ComfyUI. These nodes offer capabilities and new creative possibilities, especially in the realms of latent space manipulation and interpolation.\nNOTE: The files in the repo are not organized."
@@ -696,16 +1271,6 @@
             "install_type": "git-clone",
             "description": "Experimental nodes for using multiple GPUs in a single ComfyUI workflow.\nThis extension adds new nodes for model loading that allow you to specify the GPU to use for each model. It monkey patches the memory management of ComfyUI in a hacky way and is neither a comprehensive solution nor a well-tested one. Use at your own risk.\nNote that this does not add parallelism. The workflow steps are still executed sequentially just on different GPUs. Any potential speedup comes from not having to constantly load and unload models from VRAM."
         },
-        {
-            "author": "Isi-dev",
-            "title": "Isi-dev/ComfyUI-UniAnimate",
-            "reference": "https://github.com/Isi-dev/ComfyUI-UniAnimate",
-            "files": [
-                "https://github.com/Isi-dev/ComfyUI-UniAnimate"
-            ],
-            "install_type": "git-clone",
-            "description": "This is my ComfyUi-windows implementation for the image animation project ▶ UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation[w/This node cannot be installed simultaneously with ComfyUI-UniAnimate by AIFSH because it has the same name as that custom node.]"
-        },
         {
             "author": "Futureversecom",
             "title": "ComfyUI-JEN",
@@ -799,16 +1364,6 @@
             "install_type": "git-clone",
             "description": "HunYuan Diffusers Nodes"
         },
-        {
-            "author": "adityathiru",
-            "title": "ComfyUI LLMs [WIP]",
-            "reference": "https://github.com/adityathiru/ComfyUI-LLMs",
-            "files": [
-                "https://github.com/adityathiru/ComfyUI-LLMs"
-            ],
-            "install_type": "git-clone",
-            "description": "Goal: To enable folks to rapidly build complex workflows with LLMs\nNOTE:☠️ This is experimental and not recommended to use in a production environment (yet!)"
-        },
         {
             "author": "walterFeng",
             "title": "ComfyUI-Image-Utils",
@@ -869,17 +1424,6 @@
             ],
             "install_type": "git-clone",
             "description": "Nodes:LoadImgFromInputUrl"
-        },        
-        {
-            "author": "LevelPixel",
-            "title": "ComfyUI-LevelPixel",
-            "id": "levelpixel",
-            "reference": "https://github.com/LevelPixel/ComfyUI-LevelPixel",
-            "files": [
-                "https://github.com/LevelPixel/ComfyUI-LevelPixel"
-            ],
-            "install_type": "git-clone",
-            "description": "Nodes:Model Unloader, LLM Optional Memory Free Advanced"
         },
         {
             "author": "StartHua",
@@ -1024,8 +1568,8 @@
             "title": "ComfyUI-Waveform-Extensions",
             "reference": "https://github.com/NeuralNotW0rk/ComfyUI-Waveform-Extensions",
             "files": [
-                "https://github.com/NeuralNotW0rk/ComfyUI-Waveform-Extensions/raw/main/EXT_VariationUtils.py",
-                "https://github.com/NeuralNotW0rk/ComfyUI-Waveform-Extensions/raw/main/EXT_AudioManipulation.py"
+                "https://raw.githubusercontent.com/NeuralNotW0rk/ComfyUI-Waveform-Extensions/main/EXT_VariationUtils.py",
+                "https://raw.githubusercontent.com/NeuralNotW0rk/ComfyUI-Waveform-Extensions/main/EXT_AudioManipulation.py"
             ],
             "install_type": "copy",
             "description": "Some additional audio utilites for use on top of Sample Diffusion ComfyUI Extension"
@@ -1063,14 +1607,14 @@
         },
         {
             "author": "AllenEdgarPoe",
-            "title": "ComfyUI-Xorbis-nodes",
+            "title": "ComfyUI-Xorbis-nodes [WIP]",
             "id": "xorbis",
             "reference": "https://github.com/AllenEdgarPoe/ComfyUI-Xorbis-nodes",
             "files": [
                 "https://github.com/AllenEdgarPoe/ComfyUI-Xorbis-nodes"
             ],
             "install_type": "git-clone",
-            "description": "This repository is for MuseumX Update. We use ComfyUI as our framework, and the nodes are built for my comfort."
+            "description": "This repository is for MuseumX Update. We use ComfyUI as our framework, and the nodes are built for my comfort.\nNOTE: The files in the repo are not organized."
         },
         {
             "author": "mikeymcfish",
@@ -1224,17 +1768,6 @@
             "install_type": "git-clone",
             "description": "Nodes:Add_text_by_mask.[w/This custom node cannot be installed simultaneously as it has the same repository name as MarkoCa1/ComfyUI-Text.]"
         },
-        {
-            "author": "yushan777",
-            "title": "Y7 Nodes for ComfyUI",
-            "id": "y7nodes",
-            "reference": "https://github.com/yushan777/ComfyUI-Y7Nodes",
-            "files": [
-                "https://github.com/yushan777/ComfyUI-Y7Nodes"
-            ],
-            "install_type": "git-clone",
-            "description": "Nodes:Count_Tokens_(Y7)"
-        },
         {
             "author": "norgeous",
             "title": "UI Builder [WIP]",
@@ -1482,7 +2015,7 @@
                 "https://github.com/flyingdogsoftware/gyre_for_comfyui"
             ],
             "install_type": "git-clone",
-            "description": "Nodes:GyreLoopStart, GyreLoopEnd, GyreIfElse"
+            "description": "Nodes:BackgroundRemoval, GyreLoopStart, GyreLoopEnd, GyreIfElse"
         },
         {
             "author": "githubYiheng",
@@ -1497,11 +2030,11 @@
         },
         {
             "author": "nat-chan",
-            "title": "comfyui-eval [UNSAFE]",
+            "title": "comfyui-exec [UNSAFE]",
             "id": "evalnode",
-            "reference": "https://github.com/nat-chan/comfyui-eval",
+            "reference": "https://github.com/nat-chan/comfyui-exec",
             "files": [
-                "https://github.com/nat-chan/comfyui-eval"
+                "https://github.com/nat-chan/comfyui-exec"
             ],
             "install_type": "git-clone",
             "description": "Nodes:EvalNode [w/Please do not use the node that executes arbitrary code and outputs in any type, as it is dangerous.]"
@@ -1522,8 +2055,8 @@
             "title": "comfyUI_padding-resize_node",
             "reference": "https://github.com/jp0215/comfyUI_padding-resize_node",
             "files": [
-                "https://github.com/jp0215/comfyUI_padding-resize_node/raw/main/PaddingNode.py",
-                "https://github.com/jp0215/comfyUI_padding-resize_node/raw/main/ResizeNode.py"
+                "https://raw.githubusercontent.com/jp0215/comfyUI_padding-resize_node/main/PaddingNode.py",
+                "https://raw.githubusercontent.com/jp0215/comfyUI_padding-resize_node/main/ResizeNode.py"
             ],
             "install_type": "copy",
             "description": "Padding image to 8x: input image and mask, if the side length is not an integer multiple of 8, expand the side length to the smallest multiple of 8 greater than the original side length. Output padding image and mask. Resize to the origin: input the generated image and the original image, crop the generated image to the size of the original image, output the cropped image."
@@ -1603,13 +2136,13 @@
         },
         {
             "author": "sangeet",
-            "title": "comfyui-testui [TEST]",
-            "reference": "https://github.com/sangeet/comfyui-testui",
+            "title": "Simple Frontend For ComfyUI workflow [TEST]",
+            "reference": "https://github.com/sangeet/testui",
             "files": [
-                "https://github.com/sangeet/comfyui-testui"
+                "https://github.com/sangeet/testui"
             ],
             "install_type": "git-clone",
-            "description": "Simple Frontend For ComfyUI workflow"
+            "description": "A simple base front-end for text-to-image workflow in ComfyUI. Meant to serve as a base to be modified for future complex workflows"
         },
         {
             "author": "Elawphant",
@@ -1643,16 +2176,6 @@
             "install_type": "git-clone",
             "description": "Nodes:Guidance Interval\nNOTE: Because the sampling function is replaced, you must restart after executing this custom node to restore the original state."
         },
-        {
-            "author": "GraftingRayman",
-            "title": "ComfyUI-GR",
-            "reference": "https://github.com/GraftingRayman/ComfyUI_GR_PromptSelector",
-            "files": [
-                "https://github.com/GraftingRayman/ComfyUI_GR_PromptSelector"
-            ],
-            "install_type": "git-clone",
-            "description": "Nodes:GR Prompt Selector"
-        },
         {
             "author": "oztrkoguz",
             "title": "Kosmos2_BBox_Cutter Models",
@@ -1756,9 +2279,9 @@
         {
             "author": "WilliamStanford",
             "title": "visuallabs_comfyui_nodes",
-            "reference": "https://github.com/WilliamStanford/visuallabs_comfyui_nodes",
+            "reference": "https://github.com/WilliamStanford/ComfyUI-VisualLabs",
             "files": [
-                "https://github.com/WilliamStanford/visuallabs_comfyui_nodes"
+                "https://github.com/WilliamStanford/ComfyUI-VisualLabs"
             ],
             "install_type": "git-clone",
             "description": "Nodes:PointStringFromFloatArray"
@@ -2026,9 +2549,9 @@
         {
             "author": "shadowcz007",
             "title": "comfyui-llamafile [WIP]",
-            "reference": "https://github.com/shadowcz007/comfyui-llamafile",
+            "reference": "https://github.com/shadowcz007/comfyui-sd-prompt-mixlab",
             "files": [
-                "https://github.com/shadowcz007/comfyui-llamafile"
+                "https://github.com/shadowcz007/comfyui-sd-prompt-mixlab"
             ],
             "install_type": "git-clone",
             "description": "This node is an experimental node aimed at exploring the collaborative way of human-machine creation."
@@ -2063,16 +2586,6 @@
             "install_type": "git-clone",
             "description": "Nodes:KSampler (RAVE), KSampler (TF), Object Tracker, KSampler Batched, Video Tracker Prompt, TemporalNet Preprocessor, Instance Tracker Prompt, Instance Diffusion Loader, Hand Tracker Node"
         },
-        {
-            "author": "shadowcz007",
-            "title": "comfyui-musicgen",
-            "reference": "https://github.com/shadowcz007/comfyui-musicgen",
-            "files": [
-                "https://github.com/shadowcz007/comfyui-musicgen"
-            ],
-            "install_type": "git-clone",
-            "description": "Nodes:Musicgen"
-        },
         {
             "author": "shadowcz007",
             "title": "comfyui-CLIPSeg",
@@ -2154,11 +2667,11 @@
             "description": "execution-inversion-demo-comfyui"
         },
         {
-            "author": "unanan",
+            "author": "prodogape",
             "title": "ComfyUI-clip-interrogator [WIP]",
-            "reference": "https://github.com/unanan/ComfyUI-clip-interrogator",
+            "reference": "https://github.com/prodogape/ComfyUI-clip-interrogator",
             "files": [
-                "https://github.com/unanan/ComfyUI-clip-interrogator"
+                "https://github.com/prodogape/ComfyUI-clip-interrogator"
             ],
             "install_type": "git-clone",
             "description": "Unofficial ComfyUI extension of clip-interrogator"
@@ -2166,9 +2679,9 @@
         {
             "author": "prismwastaken",
             "title": "prism-tools",
-            "reference": "https://github.com/prismwastaken/comfyui-tools",
+            "reference": "https://github.com/prismwastaken/prism-comfyui-tools",
             "files": [
-                "https://github.com/prismwastaken/comfyui-tools"
+                "https://github.com/prismwastaken/prism-comfyui-tools"
             ],
             "install_type": "git-clone",
             "description": "prism-tools"
@@ -2225,10 +2738,10 @@
         },
         {
             "author": "kadirnar",
-            "title": "comfyui_helpers",
-            "reference": "https://github.com/kadirnar/comfyui_helpers",
+            "title": "comfyui_hub",
+            "reference": "https://github.com/kadirnar/comfyui_hub",
             "files": [
-                "https://github.com/kadirnar/comfyui_helpers"
+                "https://github.com/kadirnar/comfyui_hub"
             ],
             "install_type": "git-clone",
             "description": "A collection of nodes randomly selected and gathered, related to noise. NOTE: SD-Advanced-Noise, noise_latent_perlinpinpin, comfy-plasma"
@@ -2248,7 +2761,7 @@
             "title": "ComfyUI_Prompt_Template_CustomNodes",
             "reference": "https://github.com/komojini/ComfyUI_Prompt_Template_CustomNodes",
             "files": [
-                "https://github.com/komojini/ComfyUI_Prompt_Template_CustomNodes/raw/main/prompt_with_template.py"
+                "https://raw.githubusercontent.com/komojini/ComfyUI_Prompt_Template_CustomNodes/main/prompt_with_template.py"
             ],
             "install_type": "copy",
             "description": "Nodes:Prompt with Template"

node_db/forked/custom-node-list.json

@@ -1,8 +1,48 @@
 {
     "custom_nodes": [
+        {
+            "author": "BlenderNeko",
+            "title": "ltdrdata/ComfyUI_TiledKSampler",
+            "reference": "https://github.com/ltdrdata/ComfyUI_TiledKSampler",
+            "files": [
+                "https://github.com/ltdrdata/ComfyUI_TiledKSampler"
+            ],
+            "install_type": "git-clone",
+            "description": "PR for [a/https://github.com/BlenderNeko/ComfyUI_TiledKSampler/pull/59](https://github.com/BlenderNeko/ComfyUI_TiledKSampler/pull/59)"
+        },
+        {
+            "author": "leeooo001",
+            "title": "ComfyUI-leo-Hamer",
+            "reference": "https://github.com/leeooo001/ComfyUI-leo-Hamer",
+            "files": [
+                "https://github.com/leeooo001/ComfyUI-leo-Hamer"
+            ],
+            "install_type": "git-clone",
+            "description": "Unoffice Hamer-ComfyUI by leo\nNOTE:base on [a/hamer](https://github.com/geopavlakos/hamer)"
+        },
+        {
+            "author": "leeooo001",
+            "title": "ComfyUI-leo-GVHMR",
+            "reference": "https://github.com/leeooo001/ComfyUI-leo-GVHMR",
+            "files": [
+                "https://github.com/leeooo001/ComfyUI-leo-GVHMR"
+            ],
+            "install_type": "git-clone",
+            "description": "Unoffice Hamer-ComfyUI by leo\nNOTE:base on [a/GVHMR](https://github.com/zju3dv/GVHMR)"
+        },
+        {
+            "author": "leeooo001",
+            "title": "RealisDance-ComfyUI",
+            "reference": "https://github.com/leeooo001/ComfyUI-leo-RealisDance",
+            "files": [
+                "https://github.com/leeooo001/ComfyUI-leo-RealisDance"
+            ],
+            "install_type": "git-clone",
+            "description": "Unoffice RealisDance-ComfyUI by leo\nNOTE:base on [a/RealisDance](https://github.com/damo-cv/RealisDance), modified on [a/RealisDanceComfyui](https://github.com/AIFSH/RealisDance-ComfyUI)"
+        },
         {
             "author": "jags111",
-            "title": "NyaamZ/ComfyUI-Long-CLIP",
+            "title": "NyaamZ/efficiency-nodes-ED",
             "reference": "https://github.com/NyaamZ/efficiency-nodes-ED",
             "files": [
                 "https://github.com/NyaamZ/efficiency-nodes-ED"

node_db/legacy/custom-node-list.json

@@ -9,8 +9,175 @@
             "description": "If you see this message, your ComfyUI-Manager is outdated.\nLegacy channel provides only the list of the deprecated nodes. If you want to find the complete node list, please go to the Default channel."
         },
         
-        
 
+        {
+            "author": "Fannovel16",
+            "title": "ComfyUI Loopchain [DEPRECATED]",
+            "id": "loopchain",
+            "reference": "https://github.com/Fannovel16/ComfyUI-Loopchain",
+            "files": [
+                "https://github.com/Fannovel16/ComfyUI-Loopchain"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of nodes which can be useful for animation in ComfyUI. The main focus of this extension is implementing a mechanism called loopchain. A loopchain in this case is the chain of nodes only executed repeatly in the workflow. If a node chain contains a loop node from this extension, it will become a loop chain."
+        },
+        {
+            "author": "DonBaronFactory",
+            "title": "ComfyUI-Cre8it-Nodes [DEPRECATED]",
+            "reference": "https://github.com/DonBaronFactory/ComfyUI-Cre8it-Nodes",
+            "files": [
+                "https://github.com/DonBaronFactory/ComfyUI-Cre8it-Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes:CRE8IT Serial Prompter, CRE8IT Apply Serial Prompter, CRE8IT Image Sizer. A few simple nodes to facilitate working wiht ComfyUI Workflows"
+        },
+        {
+            "author": "thecooltechguy",
+            "title": "ComfyUI-ComfyRun [DEPRECATED/UNSAFE]",
+            "reference": "https://github.com/thecooltechguy/ComfyUI-ComfyRun",
+            "files": [
+                "https://github.com/thecooltechguy/ComfyUI-ComfyRun"
+            ],
+            "install_type": "git-clone",
+            "description": "The easiest way to run & share any ComfyUI workflow [a/https://comfyrun.com](https://comfyrun.com)\nNOTE: Vulnerability discovered. Not being managed."
+        },
+        {
+            "author": "Cardoso-topdev",
+            "title": "comfyui_meshanything_v1 [REMOVED]",
+            "reference": "https://github.com/Cardoso-topdev/comfyui_meshanything_v1",
+            "files": [
+                "https://github.com/Cardoso-topdev/comfyui_meshanything_v1"
+            ],
+            "install_type": "git-clone",
+            "description": "MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization"
+        },
+        {
+            "author": "palant",
+            "title": "Extended Save Image for ComfyUI [DEPRECATED]",
+            "reference": "https://github.com/palant/extended-saveimage-comfyui",
+            "files": [
+                "https://github.com/palant/extended-saveimage-comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "This custom node is largely identical to the usual Save Image but allows saving images also in JPEG and WEBP formats, the latter with both lossless and lossy compression. Metadata is embedded in the images as usual, and the resulting images can be used to load a workflow."
+        },
+        {
+            "author": "1038lab",
+            "title": "ComfyUI-GPT2P [REMOVED]",
+            "id": "gpt2p",
+            "reference": "https://github.com/1038lab/ComfyUI-GPT2P",
+            "files": [
+                "https://github.com/1038lab/ComfyUI-GPT2P"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI Node - Hugging Face repositories GTP2 Prompt"
+        },
+        {
+            "author": "yushan777",
+            "title": "Y7 Nodes for ComfyUI [REMOVED]",
+            "id": "y7nodes",
+            "reference": "https://github.com/yushan777/ComfyUI-Y7Nodes",
+            "files": [
+                "https://github.com/yushan777/ComfyUI-Y7Nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes:Count_Tokens_(Y7)"
+        },
+        {
+            "author": "city96",
+            "title": "SD-Advanced-Noise [DEPRECATED]",
+            "id": "adv-noise",
+            "reference": "https://github.com/city96/SD-Advanced-Noise",
+            "files": [
+                "https://github.com/city96/SD-Advanced-Noise"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes: LatentGaussianNoise, MathEncode. An experimental custom node that generates latent noise directly by utilizing the linear characteristics of the latent space."
+        },
+        {
+            "author": "shockz0rz",
+            "title": "InterpolateEverything [DEPRECATED]",
+            "id": "interpolate-everything",
+            "reference": "https://github.com/shockz0rz/ComfyUI_InterpolateEverything",
+            "files": [
+                "https://github.com/shockz0rz/ComfyUI_InterpolateEverything"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes: Interpolate Poses, Interpolate Lineart, ... Custom nodes for interpolating between, well, everything in the Stable Diffusion ComfyUI."
+        },
+        {
+            "author": "svdC1",
+            "title": "LoRa Dataset Tools [REMOVED]",
+            "reference": "https://github.com/svdC1/comfy-ui-lora-dataset-tools",
+            "files": [
+                "https://github.com/svdC1/comfy-ui-lora-dataset-tools"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Directory Loader, Filter Images Without Faces, Detect Faces and Draw Detection Box"
+        },
+        {
+            "author": "MiddleKD",
+            "title": "ComfyUI-default-workflow-setter [REMOVED]",
+            "reference": "https://github.com/MiddleKD/ComfyUI-default-workflow-setter",
+            "files": [
+                "https://github.com/MiddleKD/ComfyUI-default-workflow-setter"
+            ],
+            "install_type": "git-clone",
+            "description": "Default workflow setter"
+        },
+        {
+            "author": "Firetheft",
+            "title": "ComfyUI-Flux-Prompt-Tools [REMOVED]",
+            "reference": "https://github.com/Firetheft/ComfyUI-Flux-Prompt-Tools",
+            "files": [
+                "https://github.com/Firetheft/ComfyUI-Flux-Prompt-Tools"
+            ],
+            "install_type": "git-clone",
+            "description": "NODES:Flux Prompt Enhance, Flux Prompt Gemini Flash, Flux Prompt Generator, MiniCPM V2.6 Int4"
+        },
+        {
+            "author": "jtydhr88",
+            "title": "ComfyUI Unique3D [DEPRECATED]",
+            "id": "unique3d",
+            "reference": "https://github.com/jtydhr88/ComfyUI-Unique3D",
+            "files": [
+                "https://github.com/jtydhr88/ComfyUI-Unique3D"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI Unique3D is custom nodes that running AiuniAI/Unique3D into ComfyUI[w/Please follow readme to install with ComfyUI embedded python.]"
+        },
+        {
+            "author": "mpiquero7164",
+            "title": "SaveImgPrompt [DEPRECATED]",
+            "id": "save-imgprompt",
+            "reference": "https://github.com/mpiquero7164/ComfyUI-SaveImgPrompt",
+            "files": [
+                "https://github.com/mpiquero7164/ComfyUI-SaveImgPrompt"
+            ],
+            "install_type": "git-clone",
+            "description": "Save a png or jpeg and option to save prompt/workflow in a text or json file for each image in Comfy + Workflow loading."
+        },
+        {
+            "author": "guoyk93",
+            "title": "y.k.'s ComfyUI node suite [DEPRECATED]",
+            "id": "yks",
+            "reference": "https://github.com/yankeguo-deprecated/yk-node-suite-comfyui",
+            "files": [
+                "https://github.com/yankeguo-deprecated/yk-node-suite-comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "Nodes: YKImagePadForOutpaint, YKMaskToImage"
+        },
+        {
+            "author": "adityathiru",
+            "title": "ComfyUI LLMs [REMOVED]",
+            "reference": "https://github.com/adityathiru/ComfyUI-LLMs",
+            "files": [
+                "https://github.com/adityathiru/ComfyUI-LLMs"
+            ],
+            "install_type": "git-clone",
+            "description": "Goal: To enable folks to rapidly build complex workflows with LLMs\nNOTE:☠️ This is experimental and not recommended to use in a production environment (yet!)"
+        },
         {
             "author": "DannyStone1999",
             "title": "ComfyUI-Depth2Mask [REMOVED]",
@@ -104,16 +271,6 @@
             "install_type": "git-clone",
             "description": "ComfyUI-Talking-Head"
         },
-        {
-            "author": "yvann-ba",
-            "title": "ComfyUI_Yvann-Nodes [REMOVED]",
-            "reference": "https://github.com/yvann-ba/ComfyUI_Yvann-Nodes",
-            "files": [
-                "https://github.com/yvann-ba/ComfyUI_Yvann-Nodes"
-            ],
-            "install_type": "git-clone",
-            "description": "Audio reactivity nodes for AI animations 🔊 Analyze audio, extract drums and vocals. Generate reactive masks and weights. Create audio-driven visuals. Produce weight graphs and audio masks. Compatible with IPAdapter, ControlNets and more. Features audio scheduling and waveform analysis. Tutorials to use this pack: [a/Yvann Youtube](https://www.youtube.com/@yvann.mp4)"
-        },
         {
             "author": "jh-leon-kim",
             "title": "ComfyUI-JHK-utils [REMOVED]",
@@ -165,16 +322,6 @@
             "install_type": "git-clone",
             "description": "This custom node for ComfyUI provides full-body animation capabilities, including facial rigging, various lighting styles, and green screen output."
         },
-        {
-            "author": "m-ai-studio",
-            "title": "mai-prompt-progress [REMOVED]",
-            "reference": "https://github.com/m-ai-studio/mai-prompt-progress",
-            "files": [
-                "https://github.com/m-ai-studio/mai-prompt-progress"
-            ],
-            "install_type": "git-clone",
-            "description": "mai-prompt-progress"
-        },
         {
             "author": "ZHO-ZHO-ZHO",
             "title": "ComfyUI-AnyText [NOT MAINTAINED]",

node_db/new/model-list.json

@@ -1,5 +1,244 @@
 {
   "models": [
+    {
+      "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"
+    },
+
+    {
+      "name": "comfyanonymous/flux_text_encoders - t5xxl (fp16)",
+      "type": "clip",
+      "base": "t5",
+      "save_path": "text_encoders/t5",
+      "description": "Text Encoders for FLUX (fp16)",
+      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders",
+      "filename": "t5xxl_fp16.safetensors",
+      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp16.safetensors",
+      "size": "9.79GB"
+    },
+    {
+      "name": "comfyanonymous/flux_text_encoders - t5xxl (fp8_e4m3fn)",
+      "type": "clip",
+      "base": "t5",
+      "save_path": "text_encoders/t5",
+      "description": "Text Encoders for FLUX (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders",
+      "filename": "t5xxl_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn.safetensors",
+      "size": "4.89GB"
+    },
+    {
+      "name": "comfyanonymous/flux_text_encoders - t5xxl (fp8_e4m3fn_scaled)",
+      "type": "clip",
+      "base": "t5",
+      "save_path": "text_encoders/t5",
+      "description": "Text Encoders for FLUX (fp16)",
+      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders",
+      "filename": "t5xxl_fp8_e4m3fn_scaled.safetensors",
+      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/t5xxl_fp8_e4m3fn_scaled.safetensors",
+      "size": "5.16GB"
+    },
+
+    {
+      "name": "FLUX.1 [Dev] Diffusion model (scaled fp8)",
+      "type": "diffusion_model",
+      "base": "FLUX.1",
+      "save_path": "diffusion_models/FLUX1",
+      "description": "FLUX.1 [Dev] Diffusion model (scaled fp8)[w/Due to the large size of the model, it is recommended to download it through a browser if possible.]",
+      "reference": "https://huggingface.co/comfyanonymous/flux_dev_scaled_fp8_test",
+      "filename": "flux_dev_fp8_scaled_diffusion_model.safetensors",
+      "url": "https://huggingface.co/comfyanonymous/flux_dev_scaled_fp8_test/resolve/main/flux_dev_fp8_scaled_diffusion_model.safetensors",
+      "size": "11.9GB"
+    },
+    
+    {
+      "name": "kijai/MoGe_ViT_L_fp16.safetensors",
+      "type": "MoGe",
+      "base": "MoGe",
+      "save_path": "MoGe",
+      "description": "Safetensors versions of [a/https://github.com/microsoft/MoGe](https://github.com/microsoft/MoGe)",
+      "reference": "https://huggingface.co/Kijai/MoGe_safetensors",
+      "filename": "MoGe_ViT_L_fp16.safetensors",
+      "url": "https://huggingface.co/Kijai/MoGe_safetensors/resolve/main/MoGe_ViT_L_fp16.safetensors",
+      "size": "628MB"
+    },
+    {
+      "name": "kijai/MoGe_ViT_L_fp16.safetensors",
+      "type": "MoGe",
+      "base": "MoGe",
+      "save_path": "MoGe",
+      "description": "Safetensors versions of [a/https://github.com/microsoft/MoGe](https://github.com/microsoft/MoGe)",
+      "reference": "https://huggingface.co/Kijai/MoGe_safetensors",
+      "filename": "MoGe_ViT_L_fp16.safetensors",
+      "url": "https://huggingface.co/Kijai/MoGe_safetensors/resolve/main/MoGe_ViT_L_fp16.safetensors",
+      "size": "1.26GB"
+    },
+
+    {
+      "name": "pulid_flux_v0.9.1.safetensors",
+      "type": "PuLID",
+      "base": "FLUX",
+      "save_path": "pulid",
+      "description": "This is required for PuLID (FLUX)",
+      "reference": "https://huggingface.co/guozinan/PuLID",
+      "filename": "pulid_flux_v0.9.1.safetensors",
+      "url": "https://huggingface.co/guozinan/PuLID/resolve/main/pulid_flux_v0.9.1.safetensors",
+      "size": "1.14GB"
+    },
+    {
+      "name": "pulid_v1.1.safetensors",
+      "type": "PuLID",
+      "base": "SDXL",
+      "save_path": "pulid",
+      "description": "This is required for PuLID (SDXL)",
+      "reference": "https://huggingface.co/guozinan/PuLID",
+      "filename": "pulid_v1.1.safetensors",
+      "url": "https://huggingface.co/guozinan/PuLID/resolve/main/pulid_v1.1.safetensors",
+      "size": "984MB"
+    },
+
+    {
+      "name": "Kolors-IP-Adapter-Plus.bin (Kwai-Kolors/Kolors-IP-Adapter-Plus)",
+      "type": "IP-Adapter",
+      "base": "Kolors",
+      "save_path": "ipadapter",
+      "description": "You can use this model in the [a/ComfyUI IPAdapter plus](https://github.com/cubiq/ComfyUI_IPAdapter_plus) extension.",
+      "reference": "https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-Plus",
+      "filename": "Kolors-IP-Adapter-Plus.bin",
+      "url": "https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-Plus/resolve/main/ip_adapter_plus_general.bin",
+      "size": "1.01GB"
+    },
+    {
+      "name": "Kolors-IP-Adapter-FaceID-Plus.bin (Kwai-Kolors/Kolors-IP-Adapter-Plus)",
+      "type": "IP-Adapter",
+      "base": "Kolors",
+      "save_path": "ipadapter",
+      "description": "You can use this model in the [a/ComfyUI IPAdapter plus](https://github.com/cubiq/ComfyUI_IPAdapter_plus) extension.",
+      "reference": "https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-FaceID-Plus",
+      "filename": "Kolors-IP-Adapter-FaceID-Plus.bin",
+      "url": "https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-FaceID-Plus/resolve/main/ipa-faceid-plus.bin",
+      "size": "2.39GB"
+    },
+    {
+      "name": "CLIPVision model (Kwai-Kolors/Kolors-IP-Adapter-Plus/clip-vit-large)",
+      "type": "clip_vision",
+      "base": "ViT-L",
+      "save_path": "clip_vision",
+      "description": "CLIPVision model (This is required in cubiq/ComfyUI_IPAdapter_plus)",
+      "reference": "https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-Plus",
+      "filename": "clip-vit-large-patch14-336.bin",
+      "url": "https://huggingface.co/Kwai-Kolors/Kolors-IP-Adapter-Plus/resolve/main/image_encoder/pytorch_model.bin",
+      "size": "1.71GB"
+    },
+
+    {
+      "name": "kijai/lotus depth d model v1.1 (fp16)",
+      "type": "diffusion_model",
+      "base": "lotus",
+      "save_path": "diffusion_models",
+      "description": "lotus depth d model v1.1 (fp16). This model can be used in ComfyUI-Lotus custom nodes.",
+      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
+      "filename": "lotus-depth-d-v-1-1-fp16.safetensors",
+      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-depth-d-v-1-1-fp16.safetensors",
+      "size": "1.74GB"
+    },
+    {
+      "name": "kijai/lotus depth g model v1.0 (fp16)",
+      "type": "diffusion_model",
+      "base": "lotus",
+      "save_path": "diffusion_models",
+      "description": "lotus depth g model v1.0 (fp16). This model can be used in ComfyUI-Lotus custom nodes.",
+      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
+      "filename": "lotus-depth-g-v1-0-fp16.safetensors",
+      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-depth-g-v1-0-fp16.safetensors",
+      "size": "1.74GB"
+    },
+    {
+      "name": "kijai/lotus depth g model v1.0",
+      "type": "diffusion_model",
+      "base": "lotus",
+      "save_path": "diffusion_models",
+      "description": "lotus depth g model v1.0. This model can be used in ComfyUI-Lotus custom nodes.",
+      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
+      "filename": "lotus-depth-g-v1-0.safetensors",
+      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-depth-g-v1-0.safetensors",
+      "size": "3.47GB"
+    },
+    {
+      "name": "kijai/lotus normal d model v1.0 (fp16)",
+      "type": "diffusion_model",
+      "base": "lotus",
+      "save_path": "diffusion_models",
+      "description": "lotus normal d model v1.0 (fp16). This model can be used in ComfyUI-Lotus custom nodes.",
+      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
+      "filename": "lotus-normal-d-v1-0-fp16.safetensors",
+      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-normal-d-v1-0-fp16.safetensors",
+      "size": "1.74GB"
+    },
+    {
+      "name": "kijai/lotus normal d model v1.0",
+      "type": "diffusion_model",
+      "base": "lotus",
+      "save_path": "diffusion_models",
+      "description": "lotus normal d model v1.0. This model can be used in ComfyUI-Lotus custom nodes.",
+      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
+      "filename": "lotus-normal-d-v1-0.safetensors",
+      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-normal-d-v1-0.safetensors",
+      "size": "3.47GB"
+    },
+    {
+      "name": "kijai/lotus normal g model v1.0 (fp16)",
+      "type": "diffusion_model",
+      "base": "lotus",
+      "save_path": "diffusion_models",
+      "description": "lotus normal g model v1.0 (fp16). This model can be used in ComfyUI-Lotus custom nodes.",
+      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
+      "filename": "lotus-normal-g-v1-0-fp16.safetensors",
+      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-normal-g-v1-0-fp16.safetensors",
+      "size": "1.74GB"
+    },
+    {
+      "name": "kijai/lotus normal g model v1.0",
+      "type": "diffusion_model",
+      "base": "lotus",
+      "save_path": "diffusion_models",
+      "description": "lotus normal g model v1.0. This model can be used in ComfyUI-Lotus custom nodes.",
+      "reference": "https://huggingface.co/Kijai/lotus-comfyui",
+      "filename": "lotus-normal-g-v1-0.safetensors",
+      "url": "https://huggingface.co/Kijai/lotus-comfyui/resolve/main/lotus-normal-g-v1-0.safetensors",
+      "size": "3.47GB"
+    },
+
     {
       "name": "Depth Pro model",
       "type": "depth-pro",
@@ -451,233 +690,6 @@
       "filename": "flux1-dev-Q8_0.gguf",
       "url": "https://huggingface.co/city96/FLUX.1-dev-gguf/resolve/main/flux1-dev-Q8_0.gguf",
       "size": "12.7GB"
-    },
-
-    {
-      "name": "city96/flux1-schnell-F16.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (f16/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-F16.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-F16.gguf",
-      "size": "23.8GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q2_K.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q2_K/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q2_K.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q2_K.gguf",
-      "size": "4.01GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q3_K_S.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q3_K_S/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q3_K_S.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q3_K_S.gguf",
-      "size": "5.21GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q4_0.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q4_0/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q4_0.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q4_0.gguf",
-      "size": "6.77GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q4_1.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q4_1/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q4_1.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q4_1.gguf",
-      "size": "7.51GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q4_K_S.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q4_K_S/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q4_K_S.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q4_K_S.gguf",
-      "size": "6.78GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q5_0.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q5_0/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q5_0.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q5_0.gguf",
-      "size": "8.25GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q5_1.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q5_1/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q5_1.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q5_1.gguf",
-      "size": "8.99GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q5_K_S.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q5_K_S/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q5_K_S.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q5_K_S.gguf",
-      "size": "8.26GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q6_K.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q6_K/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q6_K.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q6_K.gguf",
-      "size": "9.83GB"
-    },
-    {
-      "name": "city96/flux1-schnell-Q8_0.gguf",
-      "type": "diffusion_model",
-      "base": "FLUX.1",
-      "save_path": "diffusion_models/FLUX1",
-      "description": "FLUX.1 [Dev] Diffusion model (Q8_0/.gguf)",
-      "reference": "https://huggingface.co/city96/FLUX.1-schnell-gguf",
-      "filename": "flux1-schnell-Q8_0.gguf",
-      "url": "https://huggingface.co/city96/FLUX.1-schnell-gguf/resolve/main/flux1-schnell-Q8_0.gguf",
-      "size": "12.7GB"
-    },
-
-    {
-      "name": "TAEF1 Decoder",
-      "type": "TAESD",
-      "base": "FLUX.1",
-      "save_path": "vae_approx",
-      "description": "(FLUX.1 Verison) To view the preview in high quality while running samples in ComfyUI, you will need this model.",
-      "reference": "https://github.com/madebyollin/taesd",
-      "filename": "taef1_decoder.pth",
-      "url": "https://github.com/madebyollin/taesd/raw/main/taef1_decoder.pth",
-      "size": "4.71MB"
-    },
-    {
-      "name": "TAEF1 Encoder",
-      "type": "TAESD",
-      "base": "FLUX.1",
-      "save_path": "vae_approx",
-      "description": "(FLUX.1 Verison) To view the preview in high quality while running samples in ComfyUI, you will need this model.",
-      "reference": "https://github.com/madebyollin/taesd",
-      "filename": "taef1_encoder.pth",
-      "url": "https://github.com/madebyollin/taesd/raw/main/taef1_encoder.pth",
-      "size": "4.71MB"
-    },
-
-    {
-      "name": "comfyanonymous/clip_l",
-      "type": "clip",
-      "base": "clip",
-      "save_path": "default",
-      "description": "clip_l model",
-      "reference": "https://huggingface.co/comfyanonymous/flux_text_encoders/tree/main",
-      "filename": "clip_l.safetensors",
-      "url": "https://huggingface.co/comfyanonymous/flux_text_encoders/resolve/main/clip_l.safetensors",
-      "size": "246MB"
-    },
-
-    {
-      "name": "Comfy Org/FLUX.1 [dev] Checkpoint model (fp8)",
-      "type": "checkpoint",
-      "base": "FLUX.1",
-      "save_path": "checkpoints/FLUX1",
-      "description": "FLUX.1 [dev] Checkpoint model (fp8)",
-      "reference": "https://huggingface.co/Comfy-Org/flux1-dev/tree/main",
-      "filename": "flux1-dev-fp8.safetensors",
-      "url": "https://huggingface.co/Comfy-Org/flux1-dev/resolve/main/flux1-dev-fp8.safetensors",
-      "size": "17.2GB"
-    },
-    {
-      "name": "Comfy Org/FLUX.1 [schnell] Checkpoint model (fp8)",
-      "type": "checkpoint",
-      "base": "FLUX.1",
-      "save_path": "checkpoints/FLUX1",
-      "description": "FLUX.1 [schnell] Checkpoint model (fp8)",
-      "reference": "https://huggingface.co/Comfy-Org/flux1-dev/tree/main",
-      "filename": "flux1-schnell-fp8.safetensors",
-      "url": "https://huggingface.co/Comfy-Org/flux1-schnell/resolve/main/flux1-schnell-fp8.safetensors",
-      "size": "17.2GB"
-    },
-    
-    {
-      "name": "google-t5/t5-v1_1-xxl_encoderonly-fp16",
-      "type": "clip",
-      "base": "t5",
-      "save_path": "clip/t5",
-      "description": "The encoder part of https://huggingface.co/google/t5-v1_1-xxl, used with SD3 and Flux1",
-      "reference": "https://huggingface.co/mcmonkey/google_t5-v1_1-xxl_encoderonly",
-      "filename": "google_t5-v1_1-xxl_encoderonly-fp16.safetensors",
-      "url": "https://huggingface.co/mcmonkey/google_t5-v1_1-xxl_encoderonly/resolve/main/pytorch_model.safetensors",
-      "size": "10.1GB"
-    },
-    {
-      "name": "google-t5/t5-v1_1-xxl_encoderonly-fp8_e4m3fn",
-      "type": "clip",
-      "base": "t5",
-      "save_path": "clip/t5",
-      "description": "The encoder part of https://huggingface.co/google/t5-v1_1-xxl, used with SD3 and Flux1",
-      "reference": "https://huggingface.co/mcmonkey/google_t5-v1_1-xxl_encoderonly",
-      "filename": "google_t5-v1_1-xxl_encoderonly-fp8_e4m3fn.safetensors",
-      "url": "https://huggingface.co/mcmonkey/google_t5-v1_1-xxl_encoderonly/resolve/main/t5xxl_fp8_e4m3fn.safetensors",
-      "size": "4.89GB"
-    },
-
-    {
-      "name": "FLUX.1 [schnell] Diffusion model",
-      "type": "unet",
-      "base": "FLUX.1",
-      "save_path": "unet/FLUX1",
-      "description": "FLUX.1 [Schnell] Diffusion model (a.k.a. FLUX.1 turbo model)[w/Due to the large size of the model, it is recommended to download it through a browser if possible.]",
-      "reference": "https://huggingface.co/black-forest-labs/FLUX.1-schnell",
-      "filename": "flux1-schnell.safetensors",
-      "url": "https://huggingface.co/black-forest-labs/FLUX.1-schnell/resolve/main/flux1-schnell.safetensors",
-      "size": "23.8GB"
-    },
-
-    {
-      "name": "FLUX.1 VAE model",
-      "type": "VAE",
-      "base": "FLUX.1",
-      "save_path": "vae/FLUX1",
-      "description": "FLUX.1 VAE model",
-      "reference": "https://huggingface.co/black-forest-labs/FLUX.1-schnell",
-      "filename": "ae.sft",
-      "url": "https://huggingface.co/black-forest-labs/FLUX.1-schnell/resolve/main/ae.safetensors",
-      "size": "335MB"
     }
   ]
 }

node_db/tutorial/custom-node-list.json

@@ -90,16 +90,6 @@
             "install_type": "git-clone",
             "description": "Nodes:WW_ImageResize"
         },
-        {
-            "author": "bmz55",
-            "title": "bmz nodes",
-            "reference": "https://github.com/bmz55/comfyui-bmz-nodes",
-            "files": [
-                "https://github.com/bmz55/comfyui-bmz-nodes"
-            ],
-            "install_type": "git-clone",
-            "description": "Nodes:Load Images From Dir With Name (Inspire - BMZ), Count Images In Dir (BMZ), Get Level Text (BMZ), Get Level Float (BMZ)"
-        },
         {
             "author": "azure-dragon-ai",
             "title": "ComfyUI-HPSv2-Nodes",
@@ -150,26 +140,6 @@
             "install_type": "git-clone",
             "description": "This module provides an annotation @ComfyFunc to streamline adding custom node types in ComfyUI. It processes your function's signature to create a wrapped function and custom node definition required for ComfyUI, eliminating all the boilerplate code. In most cases you can just add a @ComfyFunc(\"category\") annotation to your existing function."
         },
-        {
-            "author": "MokkaBoss1",
-            "title": "Woman_in_a_dress",
-            "reference": "https://github.com/MokkaBoss1/Woman_in_a_dress",
-            "files": [
-                "https://github.com/MokkaBoss1/Woman_in_a_dress/raw/main/Woman_In_A_Dress.py"
-            ],
-            "install_type": "git-clone",
-            "description": "Nodes:Woman_in_a_dress"
-        },
-        {
-            "author": "shinich39",
-            "title": "comfyui-concat-text-39",
-            "reference": "https://github.com/shinich39/comfyui-concat-text-39",
-            "files": [
-                "https://github.com/shinich39/comfyui-concat-text-39"
-            ],
-            "install_type": "git-clone",
-            "description": "Nodes:Concatenate multiple text nodes."
-        },
         {
             "author": "OuticNZ",
             "title": "ComfyUI-Simple-Of-Complex",
@@ -250,6 +220,26 @@
             ],
             "install_type": "git-clone",
             "description": "The primitive node and dummy input are required because comfy doesn't accept requests with identical graphs. You'll also need a show text node. I like the one from ComfyUI-Custom-Scripts. I got the generic tetris remake from claude so it may or may not be ripped from somewhere else."
+        },
+        {
+            "author": "FlyMyAI",
+            "title": "ComfyUI-ExampleNode",
+            "reference": "https://github.com/FlyMyAI/ComfyUI-ExampleNode",
+            "files": [
+                "https://github.com/FlyMyAI/ComfyUI-ExampleNode"
+            ],
+            "install_type": "git-clone",
+            "description": "Node to provide convenient ComfyUI standard, supported by flymy_comfyui."
+        },
+        {
+            "author": "Wanghanying",
+            "title": "ComfyUI_RAGDemo",
+            "reference": "https://github.com/Wanghanying/ComfyUI_RAGDemo",
+            "files": [
+                "https://github.com/Wanghanying/ComfyUI_RAGDemo"
+            ],
+            "install_type": "git-clone",
+            "description": "RAG Demo for LLM"
         }
     ]
 }

node_db/tutorial/extension-node-map.json

@@ -1 +1,546 @@
-{}
+{
+    "https://github.com/BadCafeCode/execution-inversion-demo-comfyui": [
+        [
+            "AccumulateNode",
+            "AccumulationGetItemNode",
+            "AccumulationGetLengthNode",
+            "AccumulationHeadNode",
+            "AccumulationSetItemNode",
+            "AccumulationTailNode",
+            "AccumulationToListNode",
+            "BoolOperationNode",
+            "ComponentInput",
+            "ComponentMetadata",
+            "ComponentOutput",
+            "DebugPrint",
+            "ExecutionBlocker",
+            "FloatConditions",
+            "ForLoopClose",
+            "ForLoopOpen",
+            "IntConditions",
+            "IntMathOperation",
+            "InversionDemoAdvancedPromptNode",
+            "InversionDemoLazyConditional",
+            "InversionDemoLazyIndexSwitch",
+            "InversionDemoLazyMixImages",
+            "InversionDemoLazySwitch",
+            "ListToAccumulationNode",
+            "MakeListNode",
+            "StringConditions",
+            "ToBoolNode",
+            "WhileLoopClose",
+            "WhileLoopOpen"
+        ],
+        {
+            "title_aux": "execution-inversion-demo-comfyui"
+        }
+    ],
+    "https://github.com/BetaDoggo/ComfyUI-Tetris": [
+        [
+            "Tetris"
+        ],
+        {
+            "title_aux": "ComfyUI Tetris"
+        }
+    ],
+    "https://github.com/BoosterCore/ComfyUI-BC-Experimental": [
+        [
+            "ClipTextEncodeBC",
+            "ClipTextEncodeBCA",
+            "FluxEmptyLatentSize",
+            "LoraWithTriggerWord",
+            "SaveAnyText",
+            "SimpleText"
+        ],
+        {
+            "title_aux": "ComfyUI-BC-Experimental"
+        }
+    ],
+    "https://github.com/FlyMyAI/ComfyUI-ExampleNode": [
+        [
+            "ExampleT2IFMANode"
+        ],
+        {
+            "title_aux": "ComfyUI-ExampleNode"
+        }
+    ],
+    "https://github.com/IvanRybakov/comfyui-node-int-to-string-convertor": [
+        [
+            "Int To String"
+        ],
+        {
+            "title_aux": "comfyui-node-int-to-string-convertor"
+        }
+    ],
+    "https://github.com/LarryJane491/Custom-Node-Base": [
+        [
+            "My First Node"
+        ],
+        {
+            "title_aux": "Custom-Node-Base"
+        }
+    ],
+    "https://github.com/OuticNZ/ComfyUI-Simple-Of-Complex": [
+        [
+            "Pipe From Parameters",
+            "Pipe To Parameters",
+            "Prompt Tidy",
+            "Text Switch 2 Way",
+            "Text With Context"
+        ],
+        {
+            "title_aux": "ComfyUI-Simple-Of-Complex"
+        }
+    ],
+    "https://github.com/Suzie1/ComfyUI_Guide_To_Making_Custom_Nodes": [
+        [
+            "Concatenate Hello World",
+            "Hello World Overlay Text",
+            "Print Hello World"
+        ],
+        {
+            "title_aux": "Guide To Making Custom Nodes in ComfyUI"
+        }
+    ],
+    "https://github.com/Wanghanying/ComfyUI_RAGDemo": [
+        [
+            "testRAG"
+        ],
+        {
+            "title_aux": "ComfyUI_RAGDemo"
+        }
+    ],
+    "https://github.com/azure-dragon-ai/ComfyUI-HPSv2-Nodes": [
+        [
+            "GetImageSize",
+            "HaojihuiHPSv2ImageProcessor",
+            "HaojihuiHPSv2ImageScore",
+            "HaojihuiHPSv2ImageScores",
+            "HaojihuiHPSv2Loader",
+            "HaojihuiHPSv2SaveAnimatedWEBP",
+            "HaojihuiHPSv2SaveImage",
+            "HaojihuiHPSv2SaveWEBP",
+            "HaojihuiHPSv2SaveWebpImage",
+            "HaojihuiHPSv2TextProcessor",
+            "SaveImageWebp",
+            "ScaleShort"
+        ],
+        {
+            "title_aux": "ComfyUI-HPSv2-Nodes"
+        }
+    ],
+    "https://github.com/bamboodia/BAM_Nodes": [
+        [
+            "BAM Crop To Ratio",
+            "BAM Empty Latent By Ratio",
+            "BAM Get Shortest Side",
+            "BAM OnOff INT",
+            "BAM Random Float",
+            "BAM Random Image From Folder"
+        ],
+        {
+            "title_aux": "BAM Nodes"
+        }
+    ],
+    "https://github.com/boricuapab/ComfyUI_BoricuapabWFNodePack": [
+        [
+            "BoricuapabWF Concatenate Hello World",
+            "BoricuapabWF Integer",
+            "BoricuapabWF Print Hello Puerto Rican World",
+            "BoricuapabWF Print Puerto Rican"
+        ],
+        {
+            "title_aux": "ComfyUI_BoricuapabWFNodePack"
+        }
+    ],
+    "https://github.com/comfyanonymous/ComfyUI": [
+        [
+            "AddNoise",
+            "AlignYourStepsScheduler",
+            "BasicGuider",
+            "BasicScheduler",
+            "BetaSamplingScheduler",
+            "CFGGuider",
+            "CLIPAttentionMultiply",
+            "CLIPLoader",
+            "CLIPMergeAdd",
+            "CLIPMergeSimple",
+            "CLIPMergeSubtract",
+            "CLIPSave",
+            "CLIPSetLastLayer",
+            "CLIPTextEncode",
+            "CLIPTextEncodeControlnet",
+            "CLIPTextEncodeFlux",
+            "CLIPTextEncodeHunyuanDiT",
+            "CLIPTextEncodeSD3",
+            "CLIPTextEncodeSDXL",
+            "CLIPTextEncodeSDXLRefiner",
+            "CLIPVisionEncode",
+            "CLIPVisionLoader",
+            "Canny",
+            "CheckpointLoader",
+            "CheckpointLoaderSimple",
+            "CheckpointSave",
+            "ConditioningAverage",
+            "ConditioningCombine",
+            "ConditioningConcat",
+            "ConditioningSetArea",
+            "ConditioningSetAreaPercentage",
+            "ConditioningSetAreaStrength",
+            "ConditioningSetMask",
+            "ConditioningSetTimestepRange",
+            "ConditioningZeroOut",
+            "ControlNetApply",
+            "ControlNetApplyAdvanced",
+            "ControlNetApplySD3",
+            "ControlNetInpaintingAliMamaApply",
+            "ControlNetLoader",
+            "CropMask",
+            "DiffControlNetLoader",
+            "DifferentialDiffusion",
+            "DiffusersLoader",
+            "DisableNoise",
+            "DualCFGGuider",
+            "DualCLIPLoader",
+            "EmptyImage",
+            "EmptyLatentAudio",
+            "EmptyLatentImage",
+            "EmptyMochiLatentVideo",
+            "EmptySD3LatentImage",
+            "ExponentialScheduler",
+            "FeatherMask",
+            "FlipSigmas",
+            "FluxGuidance",
+            "FreeU",
+            "FreeU_V2",
+            "GITSScheduler",
+            "GLIGENLoader",
+            "GLIGENTextBoxApply",
+            "GrowMask",
+            "HyperTile",
+            "HypernetworkLoader",
+            "ImageBatch",
+            "ImageBlend",
+            "ImageBlur",
+            "ImageColorToMask",
+            "ImageCompositeMasked",
+            "ImageCrop",
+            "ImageFromBatch",
+            "ImageInvert",
+            "ImageOnlyCheckpointLoader",
+            "ImageOnlyCheckpointSave",
+            "ImagePadForOutpaint",
+            "ImageQuantize",
+            "ImageScale",
+            "ImageScaleBy",
+            "ImageScaleToTotalPixels",
+            "ImageSharpen",
+            "ImageToMask",
+            "ImageUpscaleWithModel",
+            "InpaintModelConditioning",
+            "InstructPixToPixConditioning",
+            "InvertMask",
+            "JoinImageWithAlpha",
+            "KSampler",
+            "KSamplerAdvanced",
+            "KSamplerSelect",
+            "KarrasScheduler",
+            "LaplaceScheduler",
+            "LatentAdd",
+            "LatentApplyOperation",
+            "LatentApplyOperationCFG",
+            "LatentBatch",
+            "LatentBatchSeedBehavior",
+            "LatentBlend",
+            "LatentComposite",
+            "LatentCompositeMasked",
+            "LatentCrop",
+            "LatentFlip",
+            "LatentFromBatch",
+            "LatentInterpolate",
+            "LatentMultiply",
+            "LatentOperationSharpen",
+            "LatentOperationTonemapReinhard",
+            "LatentRotate",
+            "LatentSubtract",
+            "LatentUpscale",
+            "LatentUpscaleBy",
+            "LoadAudio",
+            "LoadImage",
+            "LoadImageMask",
+            "LoadLatent",
+            "LoraLoader",
+            "LoraLoaderModelOnly",
+            "LoraSave",
+            "MaskComposite",
+            "MaskToImage",
+            "ModelMergeAdd",
+            "ModelMergeBlocks",
+            "ModelMergeFlux1",
+            "ModelMergeSD1",
+            "ModelMergeSD2",
+            "ModelMergeSD35_Large",
+            "ModelMergeSD3_2B",
+            "ModelMergeSDXL",
+            "ModelMergeSimple",
+            "ModelMergeSubtract",
+            "ModelSamplingAuraFlow",
+            "ModelSamplingContinuousEDM",
+            "ModelSamplingContinuousV",
+            "ModelSamplingDiscrete",
+            "ModelSamplingFlux",
+            "ModelSamplingSD3",
+            "ModelSamplingStableCascade",
+            "ModelSave",
+            "Morphology",
+            "PatchModelAddDownscale",
+            "PerpNeg",
+            "PerpNegGuider",
+            "PerturbedAttentionGuidance",
+            "PhotoMakerEncode",
+            "PhotoMakerLoader",
+            "PolyexponentialScheduler",
+            "PorterDuffImageComposite",
+            "PreviewAudio",
+            "PreviewImage",
+            "RandomNoise",
+            "RebatchImages",
+            "RebatchLatents",
+            "RepeatImageBatch",
+            "RepeatLatentBatch",
+            "RescaleCFG",
+            "SDTurboScheduler",
+            "SD_4XUpscale_Conditioning",
+            "SV3D_Conditioning",
+            "SVD_img2vid_Conditioning",
+            "SamplerCustom",
+            "SamplerCustomAdvanced",
+            "SamplerDPMAdaptative",
+            "SamplerDPMPP_2M_SDE",
+            "SamplerDPMPP_2S_Ancestral",
+            "SamplerDPMPP_3M_SDE",
+            "SamplerDPMPP_SDE",
+            "SamplerEulerAncestral",
+            "SamplerEulerAncestralCFGPP",
+            "SamplerEulerCFGpp",
+            "SamplerLCMUpscale",
+            "SamplerLMS",
+            "SaveAnimatedPNG",
+            "SaveAnimatedWEBP",
+            "SaveAudio",
+            "SaveImage",
+            "SaveImageWebsocket",
+            "SaveLatent",
+            "SelfAttentionGuidance",
+            "SetLatentNoiseMask",
+            "SetUnionControlNetType",
+            "SkipLayerGuidanceSD3",
+            "SolidMask",
+            "SplitImageWithAlpha",
+            "SplitSigmas",
+            "SplitSigmasDenoise",
+            "StableCascade_EmptyLatentImage",
+            "StableCascade_StageB_Conditioning",
+            "StableCascade_StageC_VAEEncode",
+            "StableCascade_SuperResolutionControlnet",
+            "StableZero123_Conditioning",
+            "StableZero123_Conditioning_Batched",
+            "StubConstantImage",
+            "StubFloat",
+            "StubImage",
+            "StubInt",
+            "StubMask",
+            "StyleModelApply",
+            "StyleModelLoader",
+            "TestAccumulateNode",
+            "TestAccumulationGetItemNode",
+            "TestAccumulationGetLengthNode",
+            "TestAccumulationHeadNode",
+            "TestAccumulationSetItemNode",
+            "TestAccumulationTailNode",
+            "TestAccumulationToListNode",
+            "TestBoolOperationNode",
+            "TestCustomIsChanged",
+            "TestCustomValidation1",
+            "TestCustomValidation2",
+            "TestCustomValidation3",
+            "TestCustomValidation4",
+            "TestCustomValidation5",
+            "TestDynamicDependencyCycle",
+            "TestExecutionBlocker",
+            "TestFloatConditions",
+            "TestForLoopClose",
+            "TestForLoopOpen",
+            "TestIntConditions",
+            "TestIntMathOperation",
+            "TestIsChangedWithConstants",
+            "TestLazyMixImages",
+            "TestListToAccumulationNode",
+            "TestMakeListNode",
+            "TestMixedExpansionReturns",
+            "TestStringConditions",
+            "TestToBoolNode",
+            "TestVariadicAverage",
+            "TestWhileLoopClose",
+            "TestWhileLoopOpen",
+            "ThresholdMask",
+            "TomePatchModel",
+            "TorchCompileModel",
+            "TripleCLIPLoader",
+            "UNETLoader",
+            "UNetCrossAttentionMultiply",
+            "UNetSelfAttentionMultiply",
+            "UNetTemporalAttentionMultiply",
+            "UpscaleModelLoader",
+            "VAEDecode",
+            "VAEDecodeAudio",
+            "VAEDecodeTiled",
+            "VAEEncode",
+            "VAEEncodeAudio",
+            "VAEEncodeForInpaint",
+            "VAEEncodeTiled",
+            "VAELoader",
+            "VAESave",
+            "VPScheduler",
+            "VideoLinearCFGGuidance",
+            "VideoTriangleCFGGuidance",
+            "WebcamCapture",
+            "unCLIPCheckpointLoader",
+            "unCLIPConditioning"
+        ],
+        {
+            "title_aux": "ComfyUI"
+        }
+    ],
+    "https://github.com/dynamixar/Atluris": [
+        [
+            "RandomLine"
+        ],
+        {
+            "title_aux": "Atluris"
+        }
+    ],
+    "https://github.com/ecjojo/ecjojo-example-nodes": [
+        [
+            "BiggerNote_Example",
+            "DisplayTextNode_Example",
+            "EmptyNode_Example",
+            "ExampleNode_Example",
+            "FilePrefixNode_Example",
+            "HelloWorldNode_Example",
+            "RandomSizeNode_Example",
+            "StringNode_Example",
+            "TextOverlayNode_Example"
+        ],
+        {
+            "title_aux": "ecjojo_example_nodes"
+        }
+    ],
+    "https://github.com/et118/ComfyUI-ElGogh-Nodes": [
+        [
+            "ElGoghCLIPSetLastLayer",
+            "ElGoghCheckpointLoaderSimple",
+            "ElGoghEmptyLatentImage",
+            "ElGoghKSamplerAdvanced",
+            "ElGoghNegativePrompt",
+            "ElGoghPositivePrompt",
+            "ElGoghPrimaryLoraLoader",
+            "ElGoghSecondaryLoraLoader",
+            "ElGoghSendWebsocketNSFWBool",
+            "ElGoghTertiaryLoraLoader",
+            "ElGoghVAELoader"
+        ],
+        {
+            "title_aux": "ComfyUI-ElGogh-Nodes"
+        }
+    ],
+    "https://github.com/foxtrot-roger/comfyui-custom-nodes": [
+        [
+            "RF_Tutorial"
+        ],
+        {
+            "title_aux": "comfyui-custom-nodes"
+        }
+    ],
+    "https://github.com/jtong/comfyui-jtong-workflow": [
+        [
+            "Example",
+            "high_workflow_caller",
+            "jtong.Highend",
+            "jtong.Highway"
+        ],
+        {
+            "author": "Trung0246",
+            "description": "Random nodes for ComfyUI I made to solve my struggle with ComfyUI (ex: pipe, process). Have varying quality.",
+            "nickname": "ComfyUI-0246",
+            "title": "ComfyUI-0246",
+            "title_aux": "comfyui-jtong-workflow"
+        }
+    ],
+    "https://github.com/kappa54m/ComfyUI_Usability": [
+        [
+            "KLoadImageByPath",
+            "KLoadImageByPathAdvanced",
+            "KLoadImageDedup"
+        ],
+        {
+            "title_aux": "ComfyUI-HPSv2-Nodes"
+        }
+    ],
+    "https://github.com/mira-6/mira-wildcard-node": [
+        [
+            "MiraWildcard"
+        ],
+        {
+            "author": "mira-6",
+            "description": "Single-node wildcard implementation.",
+            "nickname": "mira-wildcard-node",
+            "title": "mira-wildcard-node",
+            "title_aux": "mira-wildcard-node"
+        }
+    ],
+    "https://github.com/sonyeon-sj/ComfyUI-easy_ImageSize_Selecter": [
+        [
+            "ImageSizer",
+            "promptSelecter"
+        ],
+        {
+            "title_aux": "ComfyUI-easy_ImageSize_Selecter"
+        }
+    ],
+    "https://github.com/thinkthinking/ComfyUI-Ye": [
+        [
+            "CheckpointLoader|Ye",
+            "OllamaVision|Ye",
+            "PrintHelloWorld|Ye",
+            "Signature|Ye"
+        ],
+        {
+            "title_aux": "ComfyUI-Ye"
+        }
+    ],
+    "https://github.com/wailovet/ComfyUI-WW": [
+        [
+            "WW_AccumulationPreviewImages",
+            "WW_AppendString",
+            "WW_CurrentPreviewImages",
+            "WW_ImageResize",
+            "WW_PreviewTextNode",
+            "WW_RandString"
+        ],
+        {
+            "title_aux": "ComfyUI-WW"
+        }
+    ],
+    "https://github.com/yowipr/ComfyUI-Manual": [
+        [
+            "EXAMPLE",
+            "M_Layer",
+            "M_Output",
+            "M_RenderArea"
+        ],
+        {
+            "title_aux": "ComfyUI-Manual"
+        }
+    ]
+}

node_db/tutorial/scan.sh

@@ -1,4 +1,3 @@
 #!/bin/bash
-source ../../../../venv/bin/activate
-rm .tmp/*.py > /dev/null
-python ../../scanner.py
+rm ~/.tmp/dev/*.py > /dev/null 2>&1
+python ../../scanner.py ~/.tmp/tutorial

prestartup_script.py

@@ -98,36 +98,6 @@ def remap_pip_package(pkg):
 std_log_lock = threading.Lock()
 
 
-class TerminalHook:
-    def __init__(self):
-        self.hooks = {}
-
-    def add_hook(self, k, v):
-        self.hooks[k] = v
-
-    def remove_hook(self, k):
-        if k in self.hooks:
-            del self.hooks[k]
-
-    def write_stderr(self, msg):
-        for v in self.hooks.values():
-            try:
-                v.write_stderr(msg)
-            except Exception:
-                pass
-
-    def write_stdout(self, msg):
-        for v in self.hooks.values():
-            try:
-                v.write_stdout(msg)
-            except Exception:
-                pass
-
-
-terminal_hook = TerminalHook()
-sys.__comfyui_manager_terminal_hook = terminal_hook
-
-
 def handle_stream(stream, prefix):
     stream.reconfigure(encoding=locale.getpreferredencoding(), errors='replace')
     for msg in stream:
@@ -257,7 +227,7 @@ try:
 
         def sync_write(self, message, file_only=False):
             with log_lock:
-                timestamp = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S')[:-3]
+                timestamp = datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S.%f')[:-3]
                 if self.last_char != '\n':
                     log_file.write(message)
                 else:
@@ -270,11 +240,9 @@ try:
                     if self.is_stdout:
                         write_stdout(message)
                         original_stdout.flush()
-                        terminal_hook.write_stderr(message)
                     else:
                         write_stderr(message)
                         original_stderr.flush()
-                        terminal_hook.write_stdout(message)
 
         def flush(self):
             log_file.flush()
@@ -417,30 +385,7 @@ check_bypass_ssl()
 # Perform install
 processed_install = set()
 script_list_path = os.path.join(os.path.dirname(os.path.realpath(__file__)), "startup-scripts", "install-scripts.txt")
-pip_map = None
-
-
-def get_installed_packages():
-    global pip_map
-
-    if pip_map is None:
-        try:
-            result = subprocess.check_output([sys.executable, '-m', 'pip', 'list'], universal_newlines=True)
-
-            pip_map = {}
-            for line in result.split('\n'):
-                x = line.strip()
-                if x:
-                    y = line.split()
-                    if y[0] == 'Package' or y[0].startswith('-'):
-                        continue
-
-                    pip_map[y[0]] = y[1]
-        except subprocess.CalledProcessError as e:
-            print(f"[ComfyUI-Manager] Failed to retrieve the information of installed pip packages.")
-            return set()
-
-    return pip_map
+pip_fixer = PIPFixer(get_installed_packages())
 
 
 def is_installed(name):
@@ -652,8 +597,11 @@ if os.path.exists(script_list_path):
     print("\n[ComfyUI-Manager] Startup script completed.")
     print("#######################################################################\n")
 
+pip_fixer.fix_broken()
+
 del processed_install
-del pip_map
+del pip_fixer
+clear_pip_cache()
 
 
 def check_windows_event_loop_policy():

pyproject.toml

@@ -1,7 +1,7 @@
 [project]
 name = "comfyui-manager"
 description = "ComfyUI-Manager provides features to install and manage custom nodes for ComfyUI, as well as various functionalities to assist with ComfyUI."
-version = "2.51.6"
+version = "2.52"
 license = { file = "LICENSE.txt" }
 dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions"]