Merge branch 'main' into PR #2305

Resolved conflict in custom-node-list.json by adding only ComfyUI_VintageEffect node.
Removed ComfyUI-IcyHider from the merge as requested.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>

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

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

.github/workflows/publish.yml

@@ -7,15 +7,19 @@ on:
     paths:
       - "pyproject.toml"
 
+permissions:
+  issues: write
+
 jobs:
   publish-node:
     name: Publish Custom Node to registry
     runs-on: ubuntu-latest
+    if: ${{ github.repository_owner == 'ltdrdata' }}
     steps:
       - name: Check out code
         uses: actions/checkout@v4
       - name: Publish Custom Node
-        uses: Comfy-Org/publish-node-action@main
+        uses: Comfy-Org/publish-node-action@v1
         with:
           ## Add your own personal access token to your Github Repository secrets and reference it here.
-          personal_access_token: ${{ secrets.REGISTRY_ACCESS_TOKEN }}
+          personal_access_token: ${{ secrets.REGISTRY_ACCESS_TOKEN }}

README.md

@@ -8,7 +8,7 @@
 * V3.16: Support for `uv` has been added. Set `use_uv` in `config.ini`.
 * V3.10: `double-click feature` is removed
   * This feature has been moved to https://github.com/ltdrdata/comfyui-connection-helper
-* V3.3.2: Overhauled. Officially supports [https://comfyregistry.org/](https://comfyregistry.org/).
+* V3.3.2: Overhauled. Officially supports [https://registry.comfy.org/](https://registry.comfy.org/).
 * You can see whole nodes info on [ComfyUI Nodes Info](https://ltdrdata.github.io/) page.
 
 ## Installation
@@ -17,7 +17,7 @@
 
 To install ComfyUI-Manager in addition to an existing installation of ComfyUI, you can follow the following steps:
 
-1. goto `ComfyUI/custom_nodes` dir in terminal(cmd)
+1. Go to `ComfyUI/custom_nodes` dir in terminal (cmd)
 2. `git clone https://github.com/ltdrdata/ComfyUI-Manager comfyui-manager`
 3. Restart ComfyUI
 
@@ -28,8 +28,8 @@ To install ComfyUI-Manager in addition to an existing installation of ComfyUI, y
 - standalone version  
 - select option: use windows default console window
 2. Download [scripts/install-manager-for-portable-version.bat](https://github.com/ltdrdata/ComfyUI-Manager/raw/main/scripts/install-manager-for-portable-version.bat) into installed `"ComfyUI_windows_portable"` directory
-- Don't click. Right click the link and use save as...
-3. double click `install-manager-for-portable-version.bat` batch file
+- Don't click. Right-click the link and choose 'Save As...'
+3. Double-click `install-manager-for-portable-version.bat` batch file
 
 ![portable-install](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/portable-install.jpg)
 
@@ -47,7 +47,7 @@ pip install comfy-cli
 comfy install
 ```
 
-Linux/OSX:
+Linux/macOS:
 ```commandline
 python -m venv venv
 . venv/bin/activate
@@ -57,13 +57,13 @@ comfy install
 * See also: https://github.com/Comfy-Org/comfy-cli
 
 
-### Installation[method4] (Installation for linux+venv: ComfyUI + ComfyUI-Manager)
+### Installation[method4] (Installation for Linux+venv: ComfyUI + ComfyUI-Manager)
 
 To install ComfyUI with ComfyUI-Manager on Linux using a venv environment, you can follow these steps:
 * **prerequisite: python-is-python3, python3-venv, git**
 
 1. Download [scripts/install-comfyui-venv-linux.sh](https://github.com/ltdrdata/ComfyUI-Manager/raw/main/scripts/install-comfyui-venv-linux.sh) into empty install directory
-- Don't click. Right click the link and use save as...
+- Don't click. Right-click the link and choose 'Save As...'
 - ComfyUI will be installed in the subdirectory of the specified directory, and the directory will contain the generated executable script.
 2. `chmod +x install-comfyui-venv-linux.sh`
 3. `./install-comfyui-venv-linux.sh`
@@ -176,7 +176,7 @@ The following settings are applied based on the section marked as `is_default`.
 ![model-install-dialog](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/snapshot.jpg)
 
 
-## cm-cli: command line tools for power user
+## cm-cli: command line tools for power users
 * A tool is provided that allows you to use the features of ComfyUI-Manager without running ComfyUI.
 * For more details, please refer to the [cm-cli documentation](docs/en/cm-cli.md).
 
@@ -222,7 +222,7 @@ The following settings are applied based on the section marked as `is_default`.
   * `<current timestamp>` Ensure that the timestamp is always unique.
     * "components" should have the same structure as the content of the file stored in `<USER_DIRECTORY>/default/ComfyUI-Manager/components`.
       * `<component name>`: The name should be in the format `<prefix>::<node name>`.
-        * `<compnent nodeata>`: In the nodedata of the group node.
+        * `<component node data>`: In the node data of the group node.
           * `<version>`: Only two formats are allowed: `major.minor.patch` or `major.minor`. (e.g. `1.0`, `2.2.1`)
           * `<datetime>`: Saved time
           * `<packname>`: If the packname is not empty, the category becomes packname/workflow, and it is saved in the <packname>.pack file in `<USER_DIRECTORY>/default/ComfyUI-Manager/components`.
@@ -240,7 +240,7 @@ The following settings are applied based on the section marked as `is_default`.
 * Dragging and dropping or pasting a single component will add a node. However, when adding multiple components, nodes will not be added.
 
 
-## Support of missing nodes installation
+## Support for installing missing nodes
 
 ![missing-menu](https://raw.githubusercontent.com/ltdrdata/ComfyUI-extension-tutorials/Main/ComfyUI-Manager/images/missing-menu.jpg)
 
@@ -279,10 +279,10 @@ The following settings are applied based on the section marked as `is_default`.
 * Logging to file feature
   * This feature is enabled by default and can be disabled by setting `file_logging = False` in the `config.ini`.
 
-* Fix node(recreate): When right-clicking on a node and selecting `Fix node (recreate)`, you can recreate the node. The widget's values are reset, while the connections maintain those with the same names.
+* Fix node (recreate): When right-clicking on a node and selecting `Fix node (recreate)`, you can recreate the node. The widget's values are reset, while the connections maintain those with the same names.
   * It is used to correct errors in nodes of old workflows created before, which are incompatible with the version changes of custom nodes.
 
-* Double-Click Node Title: You can set the double click behavior of nodes in the ComfyUI-Manager menu.
+* Double-Click Node Title: You can set the double-click behavior of nodes in the ComfyUI-Manager menu.
   * `Copy All Connections`, `Copy Input Connections`: Double-clicking a node copies the connections of the nearest node.
     * This action targets the nearest node within a straight-line distance of 1000 pixels from the center of the node.
     * In the case of `Copy All Connections`, it duplicates existing outputs, but since it does not allow duplicate connections, the existing output connections of the original node are disconnected.
@@ -348,7 +348,7 @@ When you run the `scan.sh` script:
 
 * It updates the `github-stats.json`.
   * This uses the GitHub API, so set your token with `export GITHUB_TOKEN=your_token_here` to avoid quickly reaching the rate limit and malfunctioning.
-  * To skip this step, add the `--skip-update-stat` option.
+  * To skip this step, add the `--skip-stat-update` option.
 
 * The `--skip-all` option applies both `--skip-update` and `--skip-stat-update`.
 
@@ -356,9 +356,9 @@ When you run the `scan.sh` script:
 ## Troubleshooting
 * If your `git.exe` is installed in a specific location other than system git, please install ComfyUI-Manager and run ComfyUI. Then, specify the path including the file name in `git_exe = ` in the `<USER_DIRECTORY>/default/ComfyUI-Manager/config.ini` file that is generated.
 * If updating ComfyUI-Manager itself fails, please go to the **ComfyUI-Manager** directory and execute the command `git update-ref refs/remotes/origin/main a361cc1 && git fetch --all && git pull`.
-* If you encounter the error message `Overlapped Object has pending operation at deallocation on Comfyui Manager load` under Windows
+* If you encounter the error message `Overlapped Object has pending operation at deallocation on ComfyUI Manager load` under Windows
   * Edit `config.ini` file: add `windows_selector_event_loop_policy = True`
-* if `SSL: CERTIFICATE_VERIFY_FAILED` error is occured.
+* If the `SSL: CERTIFICATE_VERIFY_FAILED` error occurs.
   * Edit `config.ini` file: add `bypass_ssl = True`
 
 

__init__.py

@@ -1,3 +1,7 @@
+"""
+This file is the entry point for the ComfyUI-Manager package, handling CLI-only mode and initial setup.
+"""
+
 import os
 import sys
 

check.sh

@@ -37,7 +37,7 @@ find ~/.tmp/default -name "*.py" -print0 | xargs -0 grep -E "crypto|^_A="
 
 echo
 echo CHECK3
-find ~/.tmp/default -name "requirements.txt" | xargs grep "^\s*https\\?:"
-find ~/.tmp/default -name "requirements.txt" | xargs grep "\.whl"
+find ~/.tmp/default -name "requirements.txt" | xargs grep "^\s*[^#]*https\?:"
+find ~/.tmp/default -name "requirements.txt" | xargs grep "^\s*[^#].*\.whl"
 
 echo

cm-cli.py

@@ -43,9 +43,10 @@ import cnr_utils
 
 comfyui_manager_path = os.path.abspath(os.path.dirname(__file__))
 
-cm_global.pip_blacklist = {'torch', 'torchsde', 'torchvision'}
-cm_global.pip_downgrade_blacklist = ['torch', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']
-cm_global.pip_overrides = {'numpy': 'numpy<2'}
+cm_global.pip_blacklist = {'torch', 'torchaudio', 'torchsde', 'torchvision'}
+cm_global.pip_downgrade_blacklist = ['torch', 'torchaudio', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']
+
+cm_global.pip_overrides = {}
 
 if os.path.exists(os.path.join(manager_util.comfyui_manager_path, "pip_overrides.json")):
     with open(os.path.join(manager_util.comfyui_manager_path, "pip_overrides.json"), 'r', encoding="UTF-8", errors="ignore") as json_file:
@@ -147,7 +148,6 @@ class Ctx:
         if os.path.exists(core.manager_pip_overrides_path):
             with open(core.manager_pip_overrides_path, 'r', encoding="UTF-8", errors="ignore") as json_file:
                 cm_global.pip_overrides = json.load(json_file)
-                cm_global.pip_overrides = {'numpy': 'numpy<2'}
 
         if os.path.exists(core.manager_pip_blacklist_path):
             with open(core.manager_pip_blacklist_path, 'r', encoding="UTF-8", errors="ignore") as f:
@@ -184,13 +184,18 @@ class Ctx:
 cmd_ctx = Ctx()
 
 
-def install_node(node_spec_str, is_all=False, cnt_msg=''):
+def install_node(node_spec_str, is_all=False, cnt_msg='', **kwargs):
+    exit_on_fail = kwargs.get('exit_on_fail', False)
+    print(f"install_node exit on fail:{exit_on_fail}...")
+    
     if core.is_valid_url(node_spec_str):
         # install via urls
         res = asyncio.run(core.gitclone_install(node_spec_str, no_deps=cmd_ctx.no_deps))
         if not res.result:
             print(res.msg)
             print(f"[bold red]ERROR: An error occurred while installing '{node_spec_str}'.[/bold red]")
+            if exit_on_fail:
+                sys.exit(1)
         else:
             print(f"{cnt_msg} [INSTALLED] {node_spec_str:50}")
     else:
@@ -225,6 +230,8 @@ def install_node(node_spec_str, is_all=False, cnt_msg=''):
             print("")
         else:
             print(f"[bold red]ERROR: An error occurred while installing '{node_name}'.\n{res.msg}[/bold red]")
+            if exit_on_fail:
+                sys.exit(1)
 
 
 def reinstall_node(node_spec_str, is_all=False, cnt_msg=''):
@@ -586,7 +593,7 @@ def get_all_installed_node_specs():
     return res
 
 
-def for_each_nodes(nodes, act, allow_all=True):
+def for_each_nodes(nodes, act, allow_all=True, **kwargs):
     is_all = False
     if allow_all and 'all' in nodes:
         is_all = True
@@ -598,7 +605,7 @@ def for_each_nodes(nodes, act, allow_all=True):
     i = 1
     for x in nodes:
         try:
-            act(x, is_all=is_all, cnt_msg=f'{i}/{total}')
+            act(x, is_all=is_all, cnt_msg=f'{i}/{total}', **kwargs)
         except Exception as e:
             print(f"ERROR: {e}")
             traceback.print_exc()
@@ -642,13 +649,17 @@ def install(
             None,
             help="user directory"
         ),
+        exit_on_fail: bool = typer.Option(
+            False,
+            help="Exit on failure"
+        )
 ):
     cmd_ctx.set_user_directory(user_directory)
     cmd_ctx.set_channel_mode(channel, mode)
     cmd_ctx.set_no_deps(no_deps)
 
     pip_fixer = manager_util.PIPFixer(manager_util.get_installed_packages(), comfy_path, core.manager_files_path)
-    for_each_nodes(nodes, act=install_node)
+    for_each_nodes(nodes, act=install_node, exit_on_fail=exit_on_fail)
     pip_fixer.fix_broken()
 
 
@@ -1047,18 +1058,16 @@ def save_snapshot(
 ):
     cmd_ctx.set_user_directory(user_directory)
 
-    if output is None:
-        print("[bold red]ERROR: missing output path[/bold red]")
-        raise typer.Exit(code=1)
-        
-    if(not output.endswith('.json') and not output.endswith('.yaml')):
-        print("[bold red]ERROR: output path should be either '.json' or '.yaml' file.[/bold red]")
-        raise typer.Exit(code=1)
+    if output is not None:
+        if(not output.endswith('.json') and not output.endswith('.yaml')):
+            print("[bold red]ERROR: output path should be either '.json' or '.yaml' file.[/bold red]")
+            raise typer.Exit(code=1)
     
-    dir_path = os.path.dirname(output)
-    if(dir_path != '' and not os.path.exists(dir_path)):
-        print(f"[bold red]ERROR: {output} path not exists.[/bold red]")
-        raise typer.Exit(code=1)
+        dir_path = os.path.dirname(output)
+        
+        if(dir_path != '' and not os.path.exists(dir_path)):
+            print(f"[bold red]ERROR: {output} path not exists.[/bold red]")
+            raise typer.Exit(code=1)
         
     path = asyncio.run(core.save_snapshot_with_postfix('snapshot', output, not full_snapshot))
     print(f"Current snapshot is saved as `{path}`")

docs/README.md

@@ -0,0 +1,41 @@
+# ComfyUI-Manager: Documentation
+
+This directory contains documentation for the ComfyUI-Manager, providing guides and tutorials for users in multiple languages.
+
+## Directory Structure
+
+The documentation is organized into language-specific directories:
+
+- **en/**: English documentation
+- **ko/**: Korean documentation
+
+## Core Documentation Files
+
+### Command-Line Interface
+
+- **cm-cli.md**: Documentation for the ComfyUI-Manager Command Line Interface (CLI), which allows using manager functionality without the UI.
+
+### Advanced Features
+
+- **use_aria2.md**: Guide for using the aria2 download accelerator with ComfyUI-Manager for faster model downloads.
+
+## Documentation Standards
+
+The documentation follows these standards:
+
+1. **Markdown Format**: All documentation is written in Markdown for easy rendering on GitHub and other platforms
+2. **Language-specific Directories**: Content is separated by language to facilitate localization
+3. **Feature-focused Documentation**: Each major feature has its own documentation file
+4. **Updated with Releases**: Documentation is kept in sync with software releases
+
+## Contributing to Documentation
+
+When contributing new documentation:
+
+1. Place files in the appropriate language directory
+2. Use clear, concise language appropriate for the target audience
+3. Include examples where helpful
+4. Consider adding screenshots or diagrams for complex features
+5. Maintain consistent formatting with existing documentation
+
+This documentation directory will continue to grow to support the expanding feature set of ComfyUI-Manager.

docs/en/cm-cli.md

@@ -139,9 +139,9 @@ You can set whether to use ComfyUI-Manager solely via CLI.
 `restore-dependencies`
 
 * This command can be used if custom nodes are installed under the `ComfyUI/custom_nodes` path but their dependencies are not installed.
-* It is useful when starting a new cloud instance, like colab, where dependencies need to be reinstalled and installation scripts re-executed.
+* It is useful when starting a new cloud instance, like Colab, where dependencies need to be reinstalled and installation scripts re-executed.
 * It can also be utilized if ComfyUI is reinstalled and only the custom_nodes path has been backed up and restored.
 
 ### 7. Clear
 
-In the GUI, installations, updates, or snapshot restorations are scheduled to execute the next time ComfyUI is launched. The `clear` command clears this scheduled state, ensuring no pre-execution actions are applied.
+In the GUI, installations, updates, or snapshot restorations are scheduled to execute the next time ComfyUI is launched. The `clear` command clears this scheduled state, ensuring no pre-execution actions are applied.

docs/ko/cm-cli.md

@@ -23,13 +23,13 @@ OPTIONS:
 ## How To Use?
 * `python cm-cli.py` 를 통해서 실행 시킬 수 있습니다.
 * 예를 들어 custom node를 모두 업데이트 하고 싶다면
-    * ComfyUI-Manager경로 에서 `python cm-cli.py update all` 를 command를 실행할 수 있습니다.
+    * ComfyUI-Manager 경로에서 `python cm-cli.py update all` 명령을 실행할 수 있습니다.
     * ComfyUI 경로에서 실행한다면, `python custom_nodes/ComfyUI-Manager/cm-cli.py update all` 와 같이 cm-cli.py 의 경로를 지정할 수도 있습니다.
 
 ## Prerequisite
 * ComfyUI 를 실행하는 python과 동일한 python 환경에서 실행해야 합니다.
     * venv를 사용할 경우 해당 venv를 activate 한 상태에서 실행해야 합니다.
-    * portable 버전을 사용할 경우 run_nvidia_gpu.bat 파일이 있는 경로인 경우, 다음과 같은 방식으로 코맨드를 실행해야 합니다.
+* portable 버전을 사용할 경우 run_nvidia_gpu.bat 파일이 있는 경로인 경우, 다음과 같은 방식으로 명령을 실행해야 합니다.
         `.\python_embeded\python.exe ComfyUI\custom_nodes\ComfyUI-Manager\cm-cli.py update all`
 * ComfyUI 의 경로는 COMFYUI_PATH 환경 변수로 설정할 수 있습니다. 만약 생략할 경우 다음과 같은 경고 메시지가 나타나며, ComfyUI-Manager가 설치된 경로를 기준으로 상대 경로로 설정됩니다.
         ```
@@ -40,8 +40,8 @@ OPTIONS:
 
 ### 1. --channel, --mode
 * 정보 보기 기능과 커스텀 노드 관리 기능의 경우는 --channel과 --mode를 통해 정보 DB를 설정할 수 있습니다.
-* 예들 들어 `python cm-cli.py update all --channel recent --mode remote`와 같은 command를 실행할 경우, 현재 ComfyUI-Manager repo에 내장된 로컬의 정보가 아닌 remote의 최신 정보를 기준으로 동작하며, recent channel에 있는 목록을 대상으로만 동작합니다.
-* --channel, --mode 는 `simple-show, show, install, uninstall, update, disable, enable, fix` command에서만 사용 가능합니다.
+* 예를 들어 `python cm-cli.py update all --channel recent --mode remote`와 같은 명령을 실행할 경우, 현재 ComfyUI-Manager repo에 내장된 로컬의 정보가 아닌 remote의 최신 정보를 기준으로 동작하며, recent channel에 있는 목록을 대상으로만 동작합니다.
+* --channel, --mode 는 `simple-show, show, install, uninstall, update, disable, enable, fix` 명령에서만 사용 가능합니다.
 
 ### 2. 관리 정보 보기
 
@@ -51,7 +51,7 @@ OPTIONS:
 * `[show|simple-show]` - `show`는 상세하게 정보를 보여주며, `simple-show`는 간단하게 정보를 보여줍니다.
 
 
-`python cm-cli.py show installed` 와 같은 코맨드를 실행하면 설치된 커스텀 노드의 정보를 상세하게 보여줍니다.
+`python cm-cli.py show installed` 와 같은 명령을 실행하면 설치된 커스텀 노드의 정보를 상세하게 보여줍니다.
 ```
 -= ComfyUI-Manager CLI (V2.24) =-
 
@@ -67,7 +67,7 @@ FETCH DATA from: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main
 [    DISABLED   ]  ComfyUI-Loopchain                                 (author: Fannovel16)
 ```
 
-`python cm-cli.py simple-show installed` 와 같은 코맨드를 이용해서 설치된 커스텀 노드의 정보를 간단하게 보여줍니다.
+`python cm-cli.py simple-show installed` 와 같은 명령을 이용해서 설치된 커스텀 노드의 정보를 간단하게 보여줍니다.
 
 ```
 -= ComfyUI-Manager CLI (V2.24) =-
@@ -89,7 +89,7 @@ ComfyUI-Loopchain
     * `installed`: enable, disable 여부와 상관없이 설치된 모든 노드를 보여줍니다
     * `not-installed`: 설치되지 않은 커스텀 노드의 목록을 보여줍니다.
     * `all`: 모든 커스텀 노드의 목록을 보여줍니다.
-    * `snapshot`: 현재 설치된 커스텀 노드의 snapshot 정보를 보여줍니다. `show`롤 통해서 볼 경우는 json 출력 형태로  보여주며, `simple-show`를 통해서 볼 경우는 간단하게, 커밋 해시와 함께 보여줍니다.
+    * `snapshot`: 현재 설치된 커스텀 노드의 snapshot 정보를 보여줍니다. `show`를 통해서 볼 경우는 json 출력 형태로 보여주며, `simple-show`를 통해서 볼 경우는 간단하게, 커밋 해시와 함께 보여줍니다.
     * `snapshot-list`: ComfyUI-Manager/snapshots 에 저장된 snapshot 파일의 목록을 보여줍니다.
 
 ### 3. 커스텀 노드 관리 하기
@@ -98,7 +98,7 @@ ComfyUI-Loopchain
 
 * `python cm-cli.py install ComfyUI-Impact-Pack ComfyUI-Inspire-Pack ComfyUI_experiments` 와 같이 커스텀 노드의 이름을 나열해서 관리 기능을 적용할 수 있습니다.
 * 커스텀 노드의 이름은 `show`를 했을 때 보여주는 이름이며, git repository의 이름입니다. 
-(추후 nickname 을 사용가능하돌고 업데이트 할 예정입니다.)
+(추후 nickname을 사용 가능하도록 업데이트할 예정입니다.)
 
 `[update|disable|enable|fix] all ?[--channel <channel name>] ?[--mode [remote|local|cache]]`
 
@@ -124,7 +124,7 @@ ComfyUI-Loopchain
   * `--pip-non-local-url`: web URL에 등록된 pip 패키지들에 대해서 복구를 수행
   * `--pip-local-url`: local 경로를 지정하고 있는 pip 패키지들에 대해서 복구를 수행 
   * `--user-directory`: 사용자 디렉토리 설정
-  * `--restore-to`: 복구될 커스텀 노드가 설치될 경로. (이 옵션을 적용할 경우 오직 대상 경로에 설치된 custom nodes 만 설치된 것으로 인식함.)
+  * `--restore-to`: 복구될 커스텀 노드가 설치될 경로. (이 옵션을 적용할 경우 오직 대상 경로에 설치된 custom nodes만 설치된 것으로 인식함.)
 
 ### 5. CLI only mode
 
@@ -133,7 +133,7 @@ ComfyUI-Manager를 CLI로만 사용할 것인지를 설정할 수 있습니다.
 `cli-only-mode [enable|disable]`
 
 * security 혹은 policy 의 이유로 GUI 를 통한 ComfyUI-Manager 사용을 제한하고 싶은 경우 이 모드를 사용할 수 있습니다.
-    * CLI only mode를 적용할 경우 ComfyUI-Manager 가 매우 제한된 상태로 로드되어, 내부적으로 제공하는 web API가 비활성화 되며, 메인 메뉴에서도 Manager 버튼이 표시되지 않습니다.
+    * CLI only mode를 적용할 경우 ComfyUI-Manager 가 매우 제한된 상태로 로드되어, 내부적으로 제공하는 web API가 비활성화되며, 메인 메뉴에서도 Manager 버튼이 표시되지 않습니다.
 
 
 ### 6. 의존성 설치
@@ -141,10 +141,10 @@ ComfyUI-Manager를 CLI로만 사용할 것인지를 설정할 수 있습니다.
 `restore-dependencies`
 
 * `ComfyUI/custom_nodes` 하위 경로에 커스텀 노드들이 설치되어 있긴 하지만, 의존성이 설치되지 않은 경우 사용할 수 있습니다.
-* colab 과 같이 cloud instance를 새로 시작하는 경우 의존성 재설치 및 설치 스크립트가 재실행 되어야 하는 경우 사용합니다.
-* ComfyUI을 재설치할 경우, custom_nodes 경로만 백업했다가 재설치 할 경우 활용 가능합니다.
+* Colab과 같이 cloud instance를 새로 시작하는 경우 의존성 재설치 및 설치 스크립트가 재실행되어야 하는 경우 사용합니다.
+* ComfyUI를 재설치할 경우, custom_nodes 경로만 백업했다가 재설치할 경우 활용 가능합니다.
 
 
 ### 7. clear
 
-GUI에서 install, update를 하거나 snapshot 을 restore하는 경우 예약을 통해서 다음번 ComfyUI를 실행할 경우 실행되는 구조입니다. `clear` 는 이런 예약 상태를 clear해서, 아무런 사전 실행이 적용되지 않도록 합니다.
+GUI에서 install, update를 하거나 snapshot을 restore하는 경우 예약을 통해서 다음번 ComfyUI를 실행할 경우 실행되는 구조입니다. `clear` 는 이런 예약 상태를 clear해서, 아무런 사전 실행이 적용되지 않도록 합니다.

glob/README.md

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

glob/cnr_utils.py

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

glob/git_utils.py

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

glob/manager_core.py

@@ -43,7 +43,7 @@ import manager_downloader
 from node_package import InstalledNodePackage
 
 
-version_code = [3, 31, 2]
+version_code = [3, 37, 1]
 version_str = f"V{version_code[0]}.{version_code[1]}" + (f'.{version_code[2]}' if len(version_code) > 2 else '')
 
 
@@ -256,7 +256,7 @@ comfy_ui_revision = "Unknown"
 comfy_ui_commit_datetime = datetime(1900, 1, 1, 0, 0, 0)
 
 channel_dict = None
-valid_channels = set()
+valid_channels = {'default', 'local'}
 channel_list = None
 
 
@@ -400,18 +400,86 @@ class ManagedResult:
         return self
 
 
+class NormalizedKeyDict:
+    def __init__(self):
+        self._store = {}
+        self._key_map = {}
+
+    def _normalize_key(self, key):
+        if isinstance(key, str):
+            return key.strip().lower()
+        return key
+
+    def __setitem__(self, key, value):
+        norm_key = self._normalize_key(key)
+        self._key_map[norm_key] = key
+        self._store[key] = value
+
+    def __getitem__(self, key):
+        norm_key = self._normalize_key(key)
+        original_key = self._key_map[norm_key]
+        return self._store[original_key]
+
+    def __delitem__(self, key):
+        norm_key = self._normalize_key(key)
+        original_key = self._key_map.pop(norm_key)
+        del self._store[original_key]
+
+    def __contains__(self, key):
+        return self._normalize_key(key) in self._key_map
+
+    def get(self, key, default=None):
+        return self[key] if key in self else default
+
+    def setdefault(self, key, default=None):
+        if key in self:
+            return self[key]
+        self[key] = default
+        return default
+
+    def pop(self, key, default=None):
+        if key in self:
+            val = self[key]
+            del self[key]
+            return val
+        if default is not None:
+            return default
+        raise KeyError(key)
+
+    def keys(self):
+        return self._store.keys()
+
+    def values(self):
+        return self._store.values()
+
+    def items(self):
+        return self._store.items()
+
+    def __iter__(self):
+        return iter(self._store)
+
+    def __len__(self):
+        return len(self._store)
+
+    def __repr__(self):
+        return repr(self._store)
+
+    def to_dict(self):
+        return dict(self._store)
+
+
 class UnifiedManager:
     def __init__(self):
         self.installed_node_packages: dict[str, InstalledNodePackage] = {}
 
-        self.cnr_inactive_nodes = {}       # node_id -> node_version -> fullpath
-        self.nightly_inactive_nodes = {}   # node_id -> fullpath
-        self.unknown_inactive_nodes = {}   # node_id -> repo url * fullpath
-        self.active_nodes = {}             # node_id -> node_version * fullpath
-        self.unknown_active_nodes = {}     # node_id -> repo url * fullpath
-        self.cnr_map = {}                  # node_id -> cnr info
-        self.repo_cnr_map = {}             # repo_url -> cnr info
-        self.custom_node_map_cache = {}    # (channel, mode) -> augmented custom node list json
+        self.cnr_inactive_nodes = NormalizedKeyDict()       # node_id -> node_version -> fullpath
+        self.nightly_inactive_nodes = NormalizedKeyDict()   # node_id -> fullpath
+        self.unknown_inactive_nodes = {}                    # node_id -> repo url * fullpath
+        self.active_nodes = NormalizedKeyDict()             # node_id -> node_version * fullpath
+        self.unknown_active_nodes = {}                      # node_id -> repo url * fullpath
+        self.cnr_map = NormalizedKeyDict()                  # node_id -> cnr info
+        self.repo_cnr_map = {}                              # repo_url -> cnr info
+        self.custom_node_map_cache = {}                     # (channel, mode) -> augmented custom node list json
         self.processed_install = set()
 
     def get_module_name(self, x):
@@ -768,6 +836,9 @@ class UnifiedManager:
 
     @staticmethod
     async def load_nightly(channel, mode):
+        if channel is None:
+            return {}
+
         res = {}
 
         channel_url = normalize_channel(channel)
@@ -798,8 +869,9 @@ class UnifiedManager:
         return res
 
     async def get_custom_nodes(self, channel, mode):
-        # default_channel = normalize_channel('default')
-        # cache = self.custom_node_map_cache.get((default_channel, mode)) # CNR/nightly should always be based on the default channel.
+        if channel is None and mode is None:
+            channel = 'default'
+            mode = 'cache'
 
         channel = normalize_channel(channel)
         cache = self.custom_node_map_cache.get((channel, mode)) # CNR/nightly should always be based on the default channel.
@@ -808,10 +880,9 @@ class UnifiedManager:
             return cache
 
         channel = normalize_channel(channel)
-        print(f"nightly_channel: {channel}/{mode}")
         nodes = await self.load_nightly(channel, mode)
 
-        res = {}
+        res = NormalizedKeyDict()
         added_cnr = set()
         for v in nodes.values():
             v = v[0]
@@ -865,8 +936,9 @@ class UnifiedManager:
                     package_name = remap_pip_package(line.strip())
                     if package_name and not package_name.startswith('#') and package_name not in self.processed_install:
                         self.processed_install.add(package_name)
-                        install_cmd = manager_util.make_pip_cmd(["install", package_name])
-                        if package_name.strip() != "" and not package_name.startswith('#'):
+                        clean_package_name = package_name.split('#')[0].strip()
+                        install_cmd = manager_util.make_pip_cmd(["install", clean_package_name])
+                        if clean_package_name != "" and not clean_package_name.startswith('#'):
                             res = res and try_install_script(url, repo_path, install_cmd, instant_execution=instant_execution)
 
                 pip_fixer.fix_broken()
@@ -1317,67 +1389,66 @@ class UnifiedManager:
             return result.fail(f'Path not found: {repo_path}')
 
         # version check
-        repo = git.Repo(repo_path)
+        with git.Repo(repo_path) as repo:
+            if repo.head.is_detached:
+                if not switch_to_default_branch(repo):
+                    return result.fail(f"Failed to switch to default branch: {repo_path}")
 
-        if repo.head.is_detached:
-            if not switch_to_default_branch(repo):
-                return result.fail(f"Failed to switch to default branch: {repo_path}")
+            current_branch = repo.active_branch
+            branch_name = current_branch.name
 
-        current_branch = repo.active_branch
-        branch_name = current_branch.name
-
-        if current_branch.tracking_branch() is None:
-            print(f"[ComfyUI-Manager] There is no tracking branch ({current_branch})")
-            remote_name = get_remote_name(repo)
-        else:
-            remote_name = current_branch.tracking_branch().remote_name
-
-        if remote_name is None:
-            return result.fail(f"Failed to get remote when installing: {repo_path}")
-
-        remote = repo.remote(name=remote_name)
-
-        try:
-            remote.fetch()
-        except Exception as e:
-            if 'detected dubious' in str(e):
-                print(f"[ComfyUI-Manager] Try fixing 'dubious repository' error on '{repo_path}' repository")
-                safedir_path = repo_path.replace('\\', '/')
-                subprocess.run(['git', 'config', '--global', '--add', 'safe.directory', safedir_path])
-                try:
-                    remote.fetch()
-                except Exception:
-                    print("\n[ComfyUI-Manager] Failed to fixing repository setup. Please execute this command on cmd: \n"
-                          "-----------------------------------------------------------------------------------------\n"
-                          f'git config --global --add safe.directory "{safedir_path}"\n'
-                          "-----------------------------------------------------------------------------------------\n")
-
-        commit_hash = repo.head.commit.hexsha
-        if f'{remote_name}/{branch_name}' in repo.refs:
-            remote_commit_hash = repo.refs[f'{remote_name}/{branch_name}'].object.hexsha
-        else:
-            return result.fail(f"Not updatable branch: {branch_name}")
-
-        if commit_hash != remote_commit_hash:
-            git_pull(repo_path)
-
-            if len(repo.remotes) > 0:
-                url = repo.remotes[0].url
+            if current_branch.tracking_branch() is None:
+                print(f"[ComfyUI-Manager] There is no tracking branch ({current_branch})")
+                remote_name = get_remote_name(repo)
             else:
-                url = "unknown repo"
+                remote_name = current_branch.tracking_branch().remote_name
 
-            def postinstall():
-                return self.execute_install_script(url, repo_path, instant_execution=instant_execution, no_deps=no_deps)
+            if remote_name is None:
+                return result.fail(f"Failed to get remote when installing: {repo_path}")
 
-            if return_postinstall:
-                return result.with_postinstall(postinstall)
+            remote = repo.remote(name=remote_name)
+
+            try:
+                remote.fetch()
+            except Exception as e:
+                if 'detected dubious' in str(e):
+                    print(f"[ComfyUI-Manager] Try fixing 'dubious repository' error on '{repo_path}' repository")
+                    safedir_path = repo_path.replace('\\', '/')
+                    subprocess.run(['git', 'config', '--global', '--add', 'safe.directory', safedir_path])
+                    try:
+                        remote.fetch()
+                    except Exception:
+                        print("\n[ComfyUI-Manager] Failed to fixing repository setup. Please execute this command on cmd: \n"
+                              "-----------------------------------------------------------------------------------------\n"
+                              f'git config --global --add safe.directory "{safedir_path}"\n'
+                              "-----------------------------------------------------------------------------------------\n")
+
+            commit_hash = repo.head.commit.hexsha
+            if f'{remote_name}/{branch_name}' in repo.refs:
+                remote_commit_hash = repo.refs[f'{remote_name}/{branch_name}'].object.hexsha
             else:
-                if not postinstall():
-                    return result.fail(f"Failed to execute install script: {url}")
+                return result.fail(f"Not updatable branch: {branch_name}")
 
-            return result
-        else:
-            return ManagedResult('skip').with_msg('Up to date')
+            if commit_hash != remote_commit_hash:
+                git_pull(repo_path)
+
+                if len(repo.remotes) > 0:
+                    url = repo.remotes[0].url
+                else:
+                    url = "unknown repo"
+
+                def postinstall():
+                    return self.execute_install_script(url, repo_path, instant_execution=instant_execution, no_deps=no_deps)
+
+                if return_postinstall:
+                    return result.with_postinstall(postinstall)
+                else:
+                    if not postinstall():
+                        return result.fail(f"Failed to execute install script: {url}")
+
+                return result
+            else:
+                return ManagedResult('skip').with_msg('Up to date')
 
     def unified_update(self, node_id, version_spec=None, instant_execution=False, no_deps=False, return_postinstall=False):
         orig_print(f"\x1b[2K\rUpdating: {node_id}", end='')
@@ -1413,6 +1484,7 @@ class UnifiedManager:
                 return ManagedResult('skip')
             elif self.is_disabled(node_id):
                 return self.unified_enable(node_id)
+
             else:
                 version_spec = self.resolve_unspecified_version(node_id)
 
@@ -1640,11 +1712,13 @@ def read_config():
         config = configparser.ConfigParser(strict=False)
         config.read(manager_config_path)
         default_conf = config['default']
-        manager_util.use_uv = default_conf['use_uv'].lower() == 'true' if 'use_uv' in default_conf else False
 
         def get_bool(key, default_value):
             return default_conf[key].lower() == 'true' if key in default_conf else False
 
+        manager_util.use_uv = default_conf['use_uv'].lower() == 'true' if 'use_uv' in default_conf else False
+        manager_util.bypass_ssl = get_bool('bypass_ssl', False)
+
         return {
                     'http_channel_enabled': get_bool('http_channel_enabled', False),
                     'preview_method': default_conf.get('preview_method', manager_funcs.get_current_preview_method()).lower(),
@@ -1667,16 +1741,20 @@ def read_config():
                }
 
     except Exception:
-        manager_util.use_uv = False
+        import importlib.util
+        # temporary disable `uv` on Windows by default (https://github.com/Comfy-Org/ComfyUI-Manager/issues/1969)
+        manager_util.use_uv = importlib.util.find_spec("uv") is not None and platform.system() != "Windows"
+        manager_util.bypass_ssl = False
+
         return {
             'http_channel_enabled': False,
             'preview_method': manager_funcs.get_current_preview_method(),
             'git_exe': '',
-            'use_uv': False,
+            'use_uv': manager_util.use_uv,
             'channel_url': DEFAULT_CHANNEL,
             'default_cache_as_channel_url': False,
             'share_option': 'all',
-            'bypass_ssl': False,
+            'bypass_ssl': manager_util.bypass_ssl,
             'file_logging': True,
             'component_policy': 'workflow',
             'update_policy': 'stable-comfyui',
@@ -2070,6 +2148,13 @@ def is_valid_url(url):
     return False
 
 
+def extract_url_and_commit_id(s):
+    index = s.rfind('@')
+    if index == -1:
+        return (s, '')
+    else:
+        return (s[:index], s[index+1:])
+
 async def gitclone_install(url, instant_execution=False, msg_prefix='', no_deps=False):
     await unified_manager.reload('cache')
     await unified_manager.get_custom_nodes('default', 'cache')
@@ -2087,8 +2172,11 @@ async def gitclone_install(url, instant_execution=False, msg_prefix='', no_deps=
         cnr = unified_manager.get_cnr_by_repo(url)
         if cnr:
             cnr_id = cnr['id']
-            return await unified_manager.install_by_id(cnr_id, version_spec='nightly', channel='default', mode='cache')
+            return await unified_manager.install_by_id(cnr_id, version_spec=None, channel='default', mode='cache')
         else:
+            new_url, commit_id = extract_url_and_commit_id(url)
+            if commit_id != "":
+                url = new_url
             repo_name = os.path.splitext(os.path.basename(url))[0]
 
             # NOTE: Keep original name as possible if unknown node
@@ -2121,6 +2209,10 @@ async def gitclone_install(url, instant_execution=False, msg_prefix='', no_deps=
                     return result.fail(f"Failed to clone '{clone_url}' into  '{repo_path}'")
             else:
                 repo = git.Repo.clone_from(clone_url, repo_path, recursive=True, progress=GitProgress())
+                if commit_id!= "":
+                    repo.git.checkout(commit_id)
+                    repo.git.submodule('update', '--init', '--recursive')
+
                 repo.git.clear_cache()
                 repo.close()
 
@@ -2572,9 +2664,13 @@ def check_state_of_git_node_pack_single(item, do_fetch=False, do_update_check=Tr
 
 
 def get_installed_pip_packages():
-    # extract pip package infos
-    cmd = manager_util.make_pip_cmd(['freeze'])
-    pips = subprocess.check_output(cmd, text=True).split('\n')
+    try:
+        # extract pip package infos
+        cmd = manager_util.make_pip_cmd(['freeze'])
+        pips = subprocess.check_output(cmd, text=True).split('\n')
+    except Exception as e:
+        logging.warning("[ComfyUI-Manager] Could not enumerate pip packages for snapshot: %s", e)
+        return {}
 
     res = {}
     for x in pips:
@@ -2637,22 +2733,8 @@ async def get_current_snapshot(custom_nodes_only = False):
 
                         cnr_custom_nodes[info['id']] = info['ver']
                     else:
-                        repo = git.Repo(fullpath)
-
-                        if repo.head.is_detached:
-                            remote_name = get_remote_name(repo)
-                        else:
-                            current_branch = repo.active_branch
-
-                            if current_branch.tracking_branch() is None:
-                                remote_name = get_remote_name(repo)
-                            else:
-                                remote_name = current_branch.tracking_branch().remote_name
-
-                        commit_hash = repo.head.commit.hexsha
-
-                        url = repo.remotes[remote_name].url
-
+                        commit_hash = git_utils.get_commit_hash(fullpath)
+                        url = git_utils.git_url(fullpath)
                         git_custom_nodes[url] = dict(hash=commit_hash, disabled=is_disabled)
                 except:
                     print(f"Failed to extract snapshots for the custom node '{path}'.")
@@ -2873,7 +2955,7 @@ async def get_unified_total_nodes(channel, mode, regsitry_cache_mode='cache'):
 
         if cnr_id is not None:
             # cnr or nightly version
-            cnr_ids.remove(cnr_id)
+            cnr_ids.discard(cnr_id)
             updatable = False
             cnr = unified_manager.cnr_map[cnr_id]
 
@@ -3015,6 +3097,9 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
     enabled_repos = []
     disabled_repos = []
     skip_node_packs = []
+    switched_node_packs = []
+    installed_node_packs = []
+    failed = []
 
     await unified_manager.reload('cache')
     await unified_manager.get_custom_nodes('default', 'cache')
@@ -3034,6 +3119,11 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
             info = yaml.load(snapshot_file, Loader=yaml.SafeLoader)
             info = info['custom_nodes']
 
+        if 'pips' in info and info['pips']:
+            pips = info['pips']
+        else:
+            pips = {}
+
         # for cnr restore
         cnr_info = info.get('cnr_custom_nodes')
         if cnr_info is not None:
@@ -3060,8 +3150,13 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
                 disabled_repos.append(x)
 
             for x in todo_checkout:
-                unified_manager.cnr_switch_version(x[0], x[1], instant_execution=True, no_deps=True, return_postinstall=False)
-                checkout_repos.append(x[1])
+                ps = unified_manager.cnr_switch_version(x[0], x[1], instant_execution=True, no_deps=True, return_postinstall=False)
+                if ps.action == 'switch-cnr' and ps.result:
+                    switched_node_packs.append(f"{x[0]}@{x[1]}")
+                elif ps.action == 'skip':
+                    skip_node_packs.append(f"{x[0]}@{x[1]}")
+                elif not ps.result:
+                    failed.append(f"{x[0]}@{x[1]}")
 
             # install listed cnr nodes
             for k, v in cnr_info.items():
@@ -3069,7 +3164,9 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
                     continue
 
                 ps = await unified_manager.install_by_id(k, version_spec=v, instant_execution=True, return_postinstall=True)
-                cloned_repos.append(k)
+                if ps.action == 'install-cnr' and ps.result:
+                    installed_node_packs.append(f"{k}@{v}")
+
                 if ps is not None and ps.result:
                     if hasattr(ps, 'postinstall'):
                         postinstalls.append(ps.postinstall)
@@ -3127,32 +3224,35 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
                 disabled_repos.append(x)
 
             for x in todo_enable:
-                res = unified_manager.unified_enable(x, 'nightly')
+                res = unified_manager.unified_enable(x[0], 'nightly')
 
                 is_switched = False
                 if res and res.target:
                     is_switched = repo_switch_commit(res.target, x[1])
 
                 if is_switched:
-                    checkout_repos.append(x)
+                    checkout_repos.append(f"{x[0]}@{x[1]}")
                 else:
-                    enabled_repos.append(x)
+                    enabled_repos.append(x[0])
 
             for x in todo_checkout:
                 is_switched = repo_switch_commit(x[0], x[1])
 
                 if is_switched:
-                    checkout_repos.append(x)
-                else:
-                    skip_node_packs.append(x[0])
+                    checkout_repos.append(f"{x[0]}@{x[1]}")
 
             for x in git_info.keys():
                 normalized_url = git_utils.normalize_url(x)
                 cnr = unified_manager.repo_cnr_map.get(normalized_url)
                 if cnr is not None:
                     pack_id = cnr['id']
-                    await unified_manager.install_by_id(pack_id, 'nightly', instant_execution=True, no_deps=False, return_postinstall=False)
-                    cloned_repos.append(pack_id)
+                    res = await unified_manager.install_by_id(pack_id, 'nightly', instant_execution=True, no_deps=False, return_postinstall=False)
+                    if res.action == 'install-git' and res.result:
+                        cloned_repos.append(pack_id)
+                    elif res.action == 'skip':
+                        skip_node_packs.append(pack_id)
+                    elif not res.result:
+                        failed.append(pack_id)
                     processed_urls.append(x)
 
             for x in processed_urls:
@@ -3205,15 +3305,15 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
             is_switched = repo_switch_commit(res.target, x[1])
 
         if is_switched:
-            checkout_repos.append(x)
+            checkout_repos.append(f"{x[0]}@{x[1]}")
         else:
-            enabled_repos.append(x)
+            enabled_repos.append(x[0])
 
     for x in todo_checkout:
         is_switched = repo_switch_commit(x[0], x[1])
 
         if is_switched:
-            checkout_repos.append(x)
+            checkout_repos.append(f"{x[0]}@{x[1]}")
         else:
             skip_node_packs.append(x[0])
 
@@ -3230,17 +3330,25 @@ async def restore_snapshot(snapshot_path, git_helper_extras=None):
         unified_manager.repo_install(repo_url, to_path, instant_execution=True, no_deps=False, return_postinstall=False)
         cloned_repos.append(repo_name)
 
+    manager_util.restore_pip_snapshot(pips, git_helper_extras)
+
     # print summary
     for x in cloned_repos:
         print(f"[ INSTALLED ] {x}")
+    for x in installed_node_packs:
+        print(f"[ INSTALLED ] {x}")
     for x in checkout_repos:
         print(f"[  CHECKOUT ] {x}")
+    for x in switched_node_packs:
+        print(f"[  SWITCHED ] {x}")
     for x in enabled_repos:
         print(f"[  ENABLED  ] {x}")
     for x in disabled_repos:
         print(f"[  DISABLED ] {x}")
     for x in skip_node_packs:
-        print(f"[  SKIPPED ] {x}")
+        print(f"[  SKIPPED  ] {x}")
+    for x in failed:
+        print(f"[  FAILED   ] {x}")
 
     # if is_failed:
     #     print("[bold red]ERROR: Failed to restore snapshot.[/bold red]")

glob/manager_downloader.py

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

glob/manager_server.py

@@ -181,7 +181,10 @@ def set_preview_method(method):
     core.get_config()['preview_method'] = method
 
 
-set_preview_method(core.get_config()['preview_method'])
+if args.preview_method == latent_preview.LatentPreviewMethod.NoPreviews:
+    set_preview_method(core.get_config()['preview_method'])
+else:
+    logging.warning("[ComfyUI-Manager] Since --preview-method is set, ComfyUI-Manager's preview method feature will be ignored.")
 
 
 def set_component_policy(mode):
@@ -273,7 +276,7 @@ import zipfile
 import urllib.request
 
 
-def get_model_dir(data, show_log=False) -> str | None:
+def get_model_dir(data, show_log=False):
     if 'download_model_base' in folder_paths.folder_names_and_paths:
         models_base = folder_paths.folder_names_and_paths['download_model_base'][0][0]
     else:
@@ -437,7 +440,10 @@ async def task_worker():
 
             if res.ver == 'unknown':
                 url = core.unified_manager.unknown_active_nodes[node_name][0]
-                title = os.path.basename(url)
+                try:
+                    title = os.path.basename(url)
+                except Exception:
+                    title = node_name
             else:
                 url = core.unified_manager.cnr_map[node_name].get('repository')
                 title = core.unified_manager.cnr_map[node_name]['name']
@@ -583,7 +589,7 @@ async def task_worker():
                 return 'success'
 
         except Exception as e:
-            logging.error(f"[ComfyUI-Manager] ERROR: {e}", file=sys.stderr)
+            logging.error(f"[ComfyUI-Manager] ERROR: {e}")
 
         return f"Model installation error: {model_url}"
 
@@ -859,7 +865,7 @@ async def fetch_customnode_list(request):
 
         channel = found
 
-    result = dict(channel=channel, node_packs=node_packs)
+    result = dict(channel=channel, node_packs=node_packs.to_dict())
 
     return web.json_response(result, content_type='application/json')
 
@@ -1421,6 +1427,12 @@ async def disable_node(request):
 async def check_whitelist_for_model(item):
     json_obj = await core.get_data_by_mode('cache', 'model-list.json')
 
+    for x in json_obj.get('models', []):
+        if x['save_path'] == item['save_path'] and x['base'] == item['base'] and x['filename'] == item['filename']:
+            return True
+
+    json_obj = await core.get_data_by_mode('local', 'model-list.json')
+
     for x in json_obj.get('models', []):
         if x['save_path'] == item['save_path'] and x['base'] == item['base'] and x['filename'] == item['filename']:
             return True

glob/manager_util.py

@@ -15,6 +15,7 @@ import re
 import logging
 import platform
 import shlex
+from functools import lru_cache
 
 
 cache_lock = threading.Lock()
@@ -23,7 +24,7 @@ comfyui_manager_path = os.path.abspath(os.path.join(os.path.dirname(__file__), '
 cache_dir = os.path.join(comfyui_manager_path, '.cache')  # This path is also updated together in **manager_core.update_user_directory**.
 
 use_uv = False
-
+bypass_ssl = False
 
 def add_python_path_to_env():
     if platform.system() != "Windows":
@@ -34,11 +35,63 @@ def add_python_path_to_env():
     os.environ['PATH'] = os.path.dirname(sys.executable)+sep+os.environ['PATH']
 
 
+@lru_cache(maxsize=2)
+def get_pip_cmd(force_uv=False):
+    """
+    Get the base pip command, with automatic fallback to uv if pip is unavailable.
+
+    Args:
+        force_uv (bool): If True, use uv directly without trying pip
+
+    Returns:
+        list: Base command for pip operations
+    """
+    embedded = 'python_embeded' in sys.executable
+
+    # Try pip first (unless forcing uv)
+    if not force_uv:
+        try:
+            test_cmd = [sys.executable] + (['-s'] if embedded else []) + ['-m', 'pip', '--version']
+            subprocess.check_output(test_cmd, stderr=subprocess.DEVNULL, timeout=5)
+            return [sys.executable] + (['-s'] if embedded else []) + ['-m', 'pip']
+        except Exception:
+            logging.warning("[ComfyUI-Manager] python -m pip not available. Falling back to uv.")
+
+    # Try uv (either forced or pip failed)
+    import shutil
+
+    # Try uv as Python module
+    try:
+        test_cmd = [sys.executable] + (['-s'] if embedded else []) + ['-m', 'uv', '--version']
+        subprocess.check_output(test_cmd, stderr=subprocess.DEVNULL, timeout=5)
+        logging.info("[ComfyUI-Manager] Using uv as Python module for pip operations.")
+        return [sys.executable] + (['-s'] if embedded else []) + ['-m', 'uv', 'pip']
+    except Exception:
+        pass
+
+    # Try standalone uv
+    if shutil.which('uv'):
+        logging.info("[ComfyUI-Manager] Using standalone uv for pip operations.")
+        return ['uv', 'pip']
+
+    # Nothing worked
+    logging.error("[ComfyUI-Manager] Neither python -m pip nor uv are available. Cannot proceed with package operations.")
+    raise Exception("Neither pip nor uv are available for package management")
+
+
 def make_pip_cmd(cmd):
-    if use_uv:
-        return [sys.executable, '-s', '-m', 'uv', 'pip'] + cmd
-    else:
-        return [sys.executable, '-s', '-m', 'pip'] + cmd
+    """
+    Create a pip command by combining the cached base pip command with the given arguments.
+
+    Args:
+        cmd (list): List of pip command arguments (e.g., ['install', 'package'])
+
+    Returns:
+        list: Complete command list ready for subprocess execution
+    """
+    global use_uv
+    base_cmd = get_pip_cmd(force_uv=use_uv)
+    return base_cmd + cmd
 
 
 # DON'T USE StrictVersion - cannot handle pre_release version
@@ -130,7 +183,7 @@ async def get_data(uri, silent=False):
         print(f"FETCH DATA from: {uri}", end="")
 
     if uri.startswith("http"):
-        async with aiohttp.ClientSession(trust_env=True, connector=aiohttp.TCPConnector(verify_ssl=False)) as session:
+        async with aiohttp.ClientSession(trust_env=True, connector=aiohttp.TCPConnector(verify_ssl=not bypass_ssl)) as session:
             headers = {
                 'Cache-Control': 'no-cache',
                 'Pragma': 'no-cache',
@@ -250,7 +303,7 @@ def get_installed_packages(renew=False):
                     pip_map[normalized_name] = y[1]
         except subprocess.CalledProcessError:
             logging.error("[ComfyUI-Manager] Failed to retrieve the information of installed pip packages.")
-            return set()
+            return {}
 
     return pip_map
 
@@ -301,6 +354,7 @@ def parse_requirement_line(line):
 
 
 torch_torchvision_torchaudio_version_map = {
+    '2.7.0': ('0.22.0', '2.7.0'),
     '2.6.0': ('0.21.0', '2.6.0'),
     '2.5.1': ('0.20.0', '2.5.0'),
     '2.5.0': ('0.20.0', '2.5.0'),
@@ -319,6 +373,32 @@ torch_torchvision_torchaudio_version_map = {
 }
 
 
+def torch_rollback(prev):
+    spec = prev.split('+')
+    if len(spec) > 1:
+        platform = spec[1]
+    else:
+        cmd = make_pip_cmd(['install', '--force', 'torch', 'torchvision', 'torchaudio'])
+        subprocess.check_output(cmd, universal_newlines=True)
+        logging.error(cmd)
+        return
+
+    torch_ver = StrictVersion(spec[0])
+    torch_ver = f"{torch_ver.major}.{torch_ver.minor}.{torch_ver.patch}"
+    torch_torchvision_torchaudio_ver = torch_torchvision_torchaudio_version_map.get(torch_ver)
+
+    if torch_torchvision_torchaudio_ver is None:
+        cmd = make_pip_cmd(['install', '--pre', 'torch', 'torchvision', 'torchaudio',
+                            '--index-url', f"https://download.pytorch.org/whl/nightly/{platform}"])
+        logging.info("[ComfyUI-Manager] restore PyTorch to nightly version")
+    else:
+        torchvision_ver, torchaudio_ver = torch_torchvision_torchaudio_ver
+        cmd = make_pip_cmd(['install', f'torch=={torch_ver}', f'torchvision=={torchvision_ver}', f"torchaudio=={torchaudio_ver}",
+                            '--index-url', f"https://download.pytorch.org/whl/{platform}"])
+        logging.info(f"[ComfyUI-Manager] restore PyTorch to {torch_ver}+{platform}")
+
+    subprocess.check_output(cmd, universal_newlines=True)
+
 
 class PIPFixer:
     def __init__(self, prev_pip_versions, comfyui_path, manager_files_path):
@@ -326,32 +406,6 @@ class PIPFixer:
         self.comfyui_path = comfyui_path
         self.manager_files_path = manager_files_path
 
-    def torch_rollback(self):
-        spec = self.prev_pip_versions['torch'].split('+')
-        if len(spec) > 0:
-            platform = spec[1]
-        else:
-            cmd = make_pip_cmd(['install', '--force', 'torch', 'torchvision', 'torchaudio'])
-            subprocess.check_output(cmd, universal_newlines=True)
-            logging.error(cmd)
-            return
-
-        torch_ver = StrictVersion(spec[0])
-        torch_ver = f"{torch_ver.major}.{torch_ver.minor}.{torch_ver.patch}"
-        torch_torchvision_torchaudio_ver = torch_torchvision_torchaudio_version_map.get(torch_ver)
-
-        if torch_torchvision_torchaudio_ver is None:
-            cmd = make_pip_cmd(['install', '--pre', 'torch', 'torchvision', 'torchaudio',
-                                '--index-url', f"https://download.pytorch.org/whl/nightly/{platform}"])
-            logging.info("[ComfyUI-Manager] restore PyTorch to nightly version")
-        else:
-            torchvision_ver, torchaudio_ver = torch_torchvision_torchaudio_ver
-            cmd = make_pip_cmd(['install', f'torch=={torch_ver}', f'torchvision=={torchvision_ver}', f"torchaudio=={torchaudio_ver}",
-                                '--index-url', f"https://download.pytorch.org/whl/{platform}"])
-            logging.info(f"[ComfyUI-Manager] restore PyTorch to {torch_ver}+{platform}")
-
-        subprocess.check_output(cmd, universal_newlines=True)
-
     def fix_broken(self):
         new_pip_versions = get_installed_packages(True)
 
@@ -373,7 +427,7 @@ class PIPFixer:
             elif self.prev_pip_versions['torch'] != new_pip_versions['torch'] \
                 or self.prev_pip_versions['torchvision'] != new_pip_versions['torchvision'] \
                 or self.prev_pip_versions['torchaudio'] != new_pip_versions['torchaudio']:
-                    self.torch_rollback()
+                    torch_rollback(self.prev_pip_versions['torch'])
         except Exception as e:
             logging.error("[ComfyUI-Manager] Failed to restore PyTorch")
             logging.error(e)
@@ -404,7 +458,7 @@ class PIPFixer:
 
                 if len(targets) > 0:
                     for x in targets:
-                        cmd = make_pip_cmd(['install', f"{x}=={versions[0].version_string}", "numpy<2"])
+                        cmd = make_pip_cmd(['install', f"{x}=={versions[0].version_string}"])
                         subprocess.check_output(cmd, universal_newlines=True)
 
                     logging.info(f"[ComfyUI-Manager] 'opencv' dependencies were fixed: {targets}")
@@ -412,19 +466,6 @@ class PIPFixer:
             logging.error("[ComfyUI-Manager] Failed to restore opencv")
             logging.error(e)
 
-        # fix numpy
-        try:
-            np = new_pip_versions.get('numpy')
-            if np is not None:
-                if StrictVersion(np) >= StrictVersion('2'):
-                    cmd = make_pip_cmd(['install', "numpy<2"])
-                    subprocess.check_output(cmd , universal_newlines=True)
-
-                    logging.info("[ComfyUI-Manager] 'numpy' dependency were fixed")
-        except Exception as e:
-            logging.error("[ComfyUI-Manager] Failed to restore numpy")
-            logging.error(e)
-
         # fix missing frontend
         try:
             # NOTE: package name in requirements is 'comfyui-frontend-package'
@@ -439,10 +480,12 @@ class PIPFixer:
                     lines = file.readlines()
                 
                 front_line = next((line.strip() for line in lines if line.startswith('comfyui-frontend-package')), None)
-                cmd = make_pip_cmd(['install', front_line])
-                subprocess.check_output(cmd , universal_newlines=True)
-
-                logging.info("[ComfyUI-Manager] 'comfyui-frontend-package' dependency were fixed")
+                if front_line is None:
+                    logging.info("[ComfyUI-Manager] Skipped fixing the 'comfyui-frontend-package' dependency because the ComfyUI is outdated.")
+                else:
+                    cmd = make_pip_cmd(['install', front_line])
+                    subprocess.check_output(cmd , universal_newlines=True)
+                    logging.info("[ComfyUI-Manager] 'comfyui-frontend-package' dependency were fixed")
         except Exception as e:
             logging.error("[ComfyUI-Manager] Failed to restore comfyui-frontend-package")
             logging.error(e)
@@ -461,7 +504,7 @@ class PIPFixer:
                         normalized_name = parsed['package'].lower().replace('-', '_')
                         if normalized_name in new_pip_versions:
                             if 'version' in parsed and 'operator' in parsed:
-                                cur = StrictVersion(new_pip_versions[parsed['package']])
+                                cur = StrictVersion(new_pip_versions[normalized_name])
                                 dest = parsed['version']
                                 op = parsed['operator']
                                 if cur == dest:
@@ -522,3 +565,69 @@ def robust_readlines(fullpath):
 
         print(f"[ComfyUI-Manager] Failed to recognize encoding for: {fullpath}")
         return []
+
+
+def restore_pip_snapshot(pips, options):
+    non_url = []
+    local_url = []
+    non_local_url = []
+
+    for k, v in pips.items():
+        # NOTE: skip torch related packages
+        if k.startswith("torch==") or k.startswith("torchvision==") or k.startswith("torchaudio==") or k.startswith("nvidia-"):
+            continue
+
+        if v == "":
+            non_url.append(k)
+        else:
+            if v.startswith('file:'):
+                local_url.append(v)
+            else:
+                non_local_url.append(v)
+
+
+    # restore other pips
+    failed = []
+    if '--pip-non-url' in options:
+        # try all at once
+        res = 1
+        try:
+            res = subprocess.check_output(make_pip_cmd(['install'] + non_url))
+        except Exception:
+            pass
+
+        # fallback
+        if res != 0:
+            for x in non_url:
+                res = 1
+                try:
+                    res = subprocess.check_output(make_pip_cmd(['install', '--no-deps', x]))
+                except Exception:
+                    pass
+
+                if res != 0:
+                    failed.append(x)
+
+    if '--pip-non-local-url' in options:
+        for x in non_local_url:
+            res = 1
+            try:
+                res = subprocess.check_output(make_pip_cmd(['install', '--no-deps', x]))
+            except Exception:
+                pass
+
+            if res != 0:
+                failed.append(x)
+
+    if '--pip-local-url' in options:
+        for x in local_url:
+            res = 1
+            try:
+                res = subprocess.check_output(make_pip_cmd(['install', '--no-deps', x]))
+            except Exception:
+                pass
+
+            if res != 0:
+                failed.append(x)
+
+    print(f"Installation failed for pip packages: {failed}")

glob/security_check.py

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

glob/share_3rdparty.py

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

js/README.md

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

js/comfyui-share-copus.js

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

js/custom-nodes-manager.css

@@ -1,5 +1,5 @@
 .cn-manager {
-	--grid-font: -apple-system, BlinkMacSystemFont, "Segue UI", "Noto Sans", Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji";
+	--grid-font: -apple-system, BlinkMacSystemFont, "Segoe UI", "Noto Sans", Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji";
 	z-index: 1099;
 	width: 80%;
 	height: 80%;

js/custom-nodes-manager.js

@@ -714,6 +714,7 @@ export class CustomNodesManager {
 					link.href = rowItem.reference;
 				link.target = '_blank';
 				link.innerHTML = `<b>${title}</b>`;
+				link.title = rowItem.originalData.id;
 				container.appendChild(link);
 
 				return container;
@@ -1410,15 +1411,16 @@ export class CustomNodesManager {
 			let version_cnt = 0;
 
 			if(!is_enable) {
+
+				if(rowItem.cnr_latest != rowItem.originalData.active_version && obj.length > 0) {
+					versions.push('latest');
+				}
+
 				if(rowItem.originalData.active_version != 'nightly') {
 					versions.push('nightly');
 					default_version = 'nightly';
 					version_cnt++;
 				}
-
-				if(rowItem.cnr_latest != rowItem.originalData.active_version && obj.length > 0) {
-					versions.push('latest');
-				}
 			}
 
 			for(let v of obj) {
@@ -1623,17 +1625,35 @@ export class CustomNodesManager {
 	getNodesInWorkflow() {
 		let usedGroupNodes = new Set();
 		let allUsedNodes = {};
+		const visitedGraphs = new Set();
 
-		for(let k in app.graph._nodes) {
-			let node = app.graph._nodes[k];
+		const visitGraph = (graph) => {
+			if (!graph || visitedGraphs.has(graph)) return;
+			visitedGraphs.add(graph);
 
-			if(node.type.startsWith('workflow>')) {
-				usedGroupNodes.add(node.type.slice(9));
-				continue;
+			const nodes = graph._nodes || graph.nodes || [];
+			for(let k in nodes) {
+				let node = nodes[k];
+				if (!node) continue;
+
+				// If it's a SubgraphNode, recurse into its graph and continue searching
+				if (node.isSubgraphNode?.() && node.subgraph) {
+					visitGraph(node.subgraph);
+				}
+
+				if (!node.type) continue;
+
+				// Group nodes / components
+				if(typeof node.type === 'string' && node.type.startsWith('workflow>')) {
+					usedGroupNodes.add(node.type.slice(9));
+					continue;
+				}
+
+				allUsedNodes[node.type] = node;
 			}
+		};
 
-			allUsedNodes[node.type] = node;
-		}
+		visitGraph(app.graph);
 
 		for(let k of usedGroupNodes) {
 			let subnodes = app.graph.extra.groupNodes[k]?.nodes;

js/model-manager.js

@@ -81,10 +81,13 @@ export class ModelManager {
 			value: ""
 		}, {
 			label: "Installed",
-			value: "True"
+			value: "installed"
 		}, {
 			label: "Not Installed",
-			value: "False"
+			value: "not_installed"
+		}, {
+			label: "In Workflow",
+			value: "in_workflow"
 		}];
 
 		this.typeList = [{
@@ -254,12 +257,31 @@ export class ModelManager {
 			rowFilter: (rowItem) => {
 
 				const searchableColumns = ["name", "type", "base", "description", "filename", "save_path"];
+				const models_extensions = ['.ckpt', '.pt', '.pt2', '.bin', '.pth', '.safetensors', '.pkl', '.sft'];
 
 				let shouldShown = grid.highlightKeywordsFilter(rowItem, searchableColumns, this.keywords);
 
 				if (shouldShown) {
-					if(this.filter && rowItem.installed !== this.filter) {
-						return false;
+					if(this.filter) {
+						if (this.filter == "in_workflow") {
+							rowItem.in_workflow = null;
+							if (Array.isArray(app.graph._nodes)) {
+								app.graph._nodes.forEach((item, i) => {
+									if (Array.isArray(item.widgets_values)) {
+										item.widgets_values.forEach((_item, i) => {
+											if (rowItem.in_workflow === null && _item !== null && models_extensions.includes("." + _item.toString().split('.').pop())) {
+												let filename = _item.match(/([^\/]+)(?=\.\w+$)/)[0];
+												if (grid.highlightKeywordsFilter(rowItem, searchableColumns, filename)) {
+													rowItem.in_workflow = "True";
+													grid.highlightKeywordsFilter(rowItem, searchableColumns, "");
+												}
+											}
+										});
+									}
+								});
+							}
+						}
+						return ((this.filter == "installed" && rowItem.installed == "True") || (this.filter == "not_installed" && rowItem.installed == "False") || (this.filter == "in_workflow" && rowItem.in_workflow == "True"));
 					}
 
 					if(this.type && rowItem.type !== this.type) {
@@ -795,4 +817,4 @@ export class ModelManager {
 	close() {
 		this.element.style.display = "none";
 	}
-}
+}

js/node_fixer.js

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

js/workflow-metadata.js

@@ -70,8 +70,8 @@ class WorkflowMetadataExtension {
         if (cnr_id === "comfy-core") return; // don't allow hijacking comfy-core name
         if (cnr_id) nodeProperties.cnr_id = cnr_id;
         else nodeProperties.aux_id = aux_id;
-        if (ver) nodeProperties.ver = ver;
-      } else if (["nodes", "comfy_extras"].includes(moduleType)) {
+        if (ver) nodeProperties.ver = ver.trim();
+      } else if (["nodes", "comfy_extras", "comfy_api_nodes"].includes(moduleType)) {
         nodeProperties.cnr_id = "comfy-core";
         nodeProperties.ver = this.comfyCoreVersion;
       }

model-list.json

@@ -749,8 +749,8 @@
       "save_path": "loras/HyperSD/SDXL",
       "description": "Hyper-SD LoRA (4steps) - SDXL",
       "reference": "https://huggingface.co/ByteDance/Hyper-SD",
-      "filename": "Hyper-SD15-4steps-lora.safetensors",
-      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SD15-4steps-lora.safetensors",
+      "filename": "Hyper-SDXL-4steps-lora.safetensors",
+      "url": "https://huggingface.co/ByteDance/Hyper-SD/resolve/main/Hyper-SDXL-4steps-lora.safetensors",
       "size": "787MB"
     },
     {
@@ -1973,6 +1973,97 @@
       "url": "https://dl.fbaipublicfiles.com/segment_anything/sam_vit_b_01ec64.pth",
       "size": "375.0MB"
     },
+
+    {
+      "name": "sam2.1_hiera_tiny.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (tiny)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_tiny.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_tiny.pt",
+      "size": "149.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_small.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (small)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_small.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_small.pt",
+      "size": "176.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_base_plus.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (base+)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_base_plus.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_base_plus.pt",
+      "size": "309.0MB"
+    },
+    {
+      "name": "sam2.1_hiera_large.pt",
+      "type": "sam2.1",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2.1 hiera model (large)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2.1_hiera_large.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/092824/sam2.1_hiera_large.pt",
+      "size": "857.0MB"
+    },
+
+    {
+      "name": "sam2_hiera_tiny.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (tiny)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_tiny.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_tiny.pt",
+      "size": "149.0MB"
+    },
+    {
+      "name": "sam2_hiera_small.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (small)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_small.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_small.pt",
+      "size": "176.0MB"
+    },
+    {
+      "name": "sam2_hiera_base_plus.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (base+)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_base_plus.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_base_plus.pt",
+      "size": "309.0MB"
+    },
+    {
+      "name": "sam2_hiera_large.pt",
+      "type": "sam2",
+      "base": "SAM",
+      "save_path": "sams",
+      "description": "Segmenty Anything SAM 2 hiera model (large)",
+      "reference": "https://github.com/facebookresearch/sam2#model-description",
+      "filename": "sam2_hiera_large.pt",
+      "url": "https://dl.fbaipublicfiles.com/segment_anything_2/072824/sam2_hiera_large.pt",
+      "size": "857.0MB"
+    },
+
     {
       "name": "seecoder v1.0",
       "type": "seecoder",
@@ -4006,6 +4097,29 @@
       "size": "649MB"
     },
 
+    {
+      "name": "Comfy-Org/omnigen2_fp16.safetensors",
+      "type": "diffusion_model",
+      "base": "OmniGen2",
+      "save_path": "default",
+      "description": "OmniGen2 diffusion model. This is required for using OmniGen2.",
+      "reference": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged",
+      "filename": "omnigen2_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/omnigen2_fp16.safetensors",
+      "size": "7.93GB"
+    },
+    {
+      "name": "Comfy-Org/qwen_2.5_vl_fp16.safetensors",
+      "type": "clip",
+      "base": "qwen-2.5",
+      "save_path": "default",
+      "description": "text encoder for OmniGen2",
+      "reference": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged",
+      "filename": "qwen_2.5_vl_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Omnigen2_ComfyUI_repackaged/resolve/main/split_files/text_encoders/qwen_2.5_vl_fp16.safetensors",
+      "size": "7.51GB"
+    },
+
     {
       "name": "FLUX.1 [Schnell] Diffusion model",
       "type": "diffusion_model",
@@ -4023,7 +4137,7 @@
       "type": "VAE",
       "base": "FLUX.1",
       "save_path": "vae/FLUX1",
-      "description": "FLUX.1 VAE model",
+      "description": "FLUX.1 VAE model\nNOTE: This VAE model can also be used for image generation with OmniGen2.",
       "reference": "https://huggingface.co/black-forest-labs/FLUX.1-schnell",
       "filename": "ae.safetensors",
       "url": "https://huggingface.co/black-forest-labs/FLUX.1-schnell/resolve/main/ae.safetensors",
@@ -4750,6 +4864,808 @@
       "filename": "diffusion_pytorch_model.safetensors",
       "url": "https://huggingface.co/Kwai-Kolors/Kolors/resolve/main/vae/diffusion_pytorch_model.safetensors",
       "size": "335MB"
+    },
+
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 480p 14B (bf16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 480p 14B (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_480p_14B_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_bf16.safetensors",
+      "size": "32.8GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 480p 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 480p 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_480p_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_fp16.safetensors",
+      "size": "32.8GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 480p 14B (fp8_e4m3fn)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 480p 14B (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_480p_14B_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_fp8_e4m3fn.safetensors",
+      "size": "16.4GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 480p 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 480p 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_480p_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_480p_14B_fp8_scaled.safetensors",
+      "size": "16.4GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 720p 14B (bf16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 720p 14B (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_720p_14B_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_bf16.safetensors",
+      "size": "32.8GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 720p 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 720p 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_720p_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_fp16.safetensors",
+      "size": "32.8GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 720p 14B (fp8_e4m3fn)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 720p 14B (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_720p_14B_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_fp8_e4m3fn.safetensors",
+      "size": "16.4GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 i2v 720p 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for i2v 720p 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_i2v_720p_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_i2v_720p_14B_fp8_scaled.safetensors",
+      "size": "16.4GB"
+    },
+
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 1.3B (bf16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 1.3B (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_1.3B_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_1.3B_bf16.safetensors",
+      "size": "2.84GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 1.3B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 1.3B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_1.3B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_1.3B_fp16.safetensors",
+      "size": "2.84GB"
+    },
+
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 14B (bf16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 14B (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_14B_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_bf16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 14B (fp16)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 14B (fp16)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_14B_fp16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_fp16.safetensors",
+      "size": "28.6GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 14B (fp8_e4m3fn)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 14B (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_14B_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_fp8_e4m3fn.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 t2v 14B (fp8_scaled)",
+      "type": "diffusion_model",
+      "base": "Wan2.1",
+      "save_path": "diffusion_models/Wan2.1",
+      "description": "Wan2.1 difussion model for t2v 14B (fp8_scaled)",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan2.1_t2v_14B_fp8_scaled.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/diffusion_models/wan2.1_t2v_14B_fp8_scaled.safetensors",
+      "size": "14.3GB"
+    },
+    {
+      "name": "Comfy-Org/Wan2.1 VAE",
+      "type": "vae",
+      "base": "Wan2.1",
+      "save_path": "vae",
+      "description": "Wan2.1 VAE model",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "wan_2.1_vae.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors",
+      "size": "254MB"
+    },
+    {
+      "name": "Comfy-Org/clip_vision_h.safetensors",
+      "type": "clip_vision",
+      "base": "clip_vision_h",
+      "save_path": "clip_vision",
+      "description": "clip_vision_h model for Wan2.1",
+      "reference": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged",
+      "filename": "clip_vision_h.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/clip_vision/clip_vision_h.safetensors",
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+      "filename": "ltxv-097-ic-lora-depth-control-comfyui.safetensors",
+      "url": "https://huggingface.co/Lightricks/LTX-Video-ICLoRA-depth-13b-0.9.7/resolve/main/ltxv-097-ic-lora-depth-control-comfyui.safetensors",
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+      "name": "Qwen-Image Diffusion Model (bf16)",
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+    },
+    {
+      "name": "Qwen-Image-Edit 2509 Diffusion Model (fp8_e4m3fn)",
+      "type": "diffusion_model",
+      "base": "Qwen-Image-Edit",
+      "save_path": "diffusion_models/qwen-image-edit",
+      "description": "Qwen-Image-Edit 2509 diffusion model (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI",
+      "filename": "qwen_image_edit_2509_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_edit_2509_fp8_e4m3fn.safetensors",
+      "size": "4.89GB"
+    },
+
+    {
+      "name": "Qwen-Image-Edit 2509 Diffusion Model (bf16)",
+      "type": "diffusion_model",
+      "base": "Qwen-Image-Edit",
+      "save_path": "diffusion_models/qwen-image-edit",
+      "description": "Qwen-Image-Edit 2509 diffusion model (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI",
+      "filename": "qwen_image_edit_2509_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_edit_2509_bf16.safetensors",
+      "size": "9.78GB"
+    },
+
+    {
+      "name": "Qwen-Image-Edit Diffusion Model (fp8_e4m3fn)",
+      "type": "diffusion_model",
+      "base": "Qwen-Image-Edit",
+      "save_path": "diffusion_models/qwen-image-edit",
+      "description": "Qwen-Image-Edit diffusion model (fp8_e4m3fn)",
+      "reference": "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI",
+      "filename": "qwen_image_edit_fp8_e4m3fn.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_edit_fp8_e4m3fn.safetensors",
+      "size": "4.89GB"
+    },
+
+    {
+      "name": "Qwen-Image-Edit Diffusion Model (bf16)",
+      "type": "diffusion_model",
+      "base": "Qwen-Image-Edit",
+      "save_path": "diffusion_models/qwen-image-edit",
+      "description": "Qwen-Image-Edit diffusion model (bf16)",
+      "reference": "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI",
+      "filename": "qwen_image_edit_bf16.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI/resolve/main/split_files/diffusion_models/qwen_image_edit_bf16.safetensors",
+      "size": "9.78GB"
+    },
+    {
+      "name": "Qwen-Image-Lightning 8steps V1.0",
+      "type": "lora",
+      "base": "Qwen-Image",
+      "save_path": "loras/qwen-image-lightning",
+      "description": "Qwen-Image-Lightning 8-step LoRA model V1.0",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Lightning-8steps-V1.0.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-8steps-V1.0.safetensors",
+      "size": "9.78GB"
+    },
+    {
+      "name": "Qwen-Image-Lightning 4steps V1.0",
+      "type": "lora",
+      "base": "Qwen-Image",
+      "save_path": "loras/qwen-image-lightning",
+      "description": "Qwen-Image-Lightning 4-step LoRA model V1.0",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Lightning-4steps-V1.0.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-4steps-V1.0.safetensors",
+      "size": "9.78GB"
+    },
+    {
+      "name": "Qwen-Image-Lightning 4steps V1.0 (bf16)",
+      "type": "lora",
+      "base": "Qwen-Image",
+      "save_path": "loras/qwen-image-lightning",
+      "description": "Qwen-Image-Lightning 4-step LoRA model V1.0 (bf16)",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Lightning-4steps-V1.0-bf16.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-4steps-V1.0-bf16.safetensors",
+      "size": "19.6GB"
+    },
+    {
+      "name": "Qwen-Image-Lightning 4steps V2.0",
+      "type": "lora",
+      "base": "Qwen-Image",
+      "save_path": "loras/qwen-image-lightning",
+      "description": "Qwen-Image-Lightning 4-step LoRA model V2.0",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Lightning-4steps-V2.0.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-4steps-V2.0.safetensors",
+      "size": "9.78GB"
+    },
+    {
+      "name": "Qwen-Image-Lightning 4steps V2.0 (bf16)",
+      "type": "lora",
+      "base": "Qwen-Image",
+      "save_path": "loras/qwen-image-lightning",
+      "description": "Qwen-Image-Lightning 4-step LoRA model V2.0 (bf16)",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Lightning-4steps-V2.0-bf16.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-4steps-V2.0-bf16.safetensors",
+      "size": "19.6GB"
+    },
+    {
+      "name": "Qwen-Image-Lightning 8steps V1.1",
+      "type": "lora",
+      "base": "Qwen-Image",
+      "save_path": "loras/qwen-image-lightning",
+      "description": "Qwen-Image-Lightning 8-step LoRA model V1.1",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Lightning-8steps-V1.1.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-8steps-V1.1.safetensors",
+      "size": "9.78GB"
+    },
+    {
+      "name": "Qwen-Image-Lightning 8steps V1.1 (bf16)",
+      "type": "lora",
+      "base": "Qwen-Image",
+      "save_path": "loras/qwen-image-lightning",
+      "description": "Qwen-Image-Lightning 8-step LoRA model V1.1 (bf16)",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Lightning-8steps-V1.1-bf16.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-8steps-V1.1-bf16.safetensors",
+      "size": "19.6GB"
+    },
+    {
+      "name": "Qwen-Image-Lightning 8steps V2.0",
+      "type": "lora",
+      "base": "Qwen-Image",
+      "save_path": "loras/qwen-image-lightning",
+      "description": "Qwen-Image-Lightning 8-step LoRA model V2.0",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Lightning-8steps-V2.0.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-8steps-V2.0.safetensors",
+      "size": "9.78GB"
+    },
+    {
+      "name": "Qwen-Image-Lightning 8steps V2.0 (bf16)",
+      "type": "lora",
+      "base": "Qwen-Image",
+      "save_path": "loras/qwen-image-lightning",
+      "description": "Qwen-Image-Lightning 8-step LoRA model V2.0 (bf16)",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Lightning-8steps-V2.0-bf16.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Lightning-8steps-V2.0-bf16.safetensors",
+      "size": "19.6GB"
+    },
+    {
+      "name": "Qwen-Image-Edit-Lightning 4steps V1.0",
+      "type": "lora",
+      "base": "Qwen-Image-Edit",
+      "save_path": "loras/qwen-image-edit-lightning",
+      "description": "Qwen-Image-Edit-Lightning 4-step LoRA model V1.0",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Edit-Lightning-4steps-V1.0.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Edit-Lightning-4steps-V1.0.safetensors",
+      "size": "9.78GB"
+    },
+    {
+      "name": "Qwen-Image-Edit-Lightning 4steps V1.0 (bf16)",
+      "type": "lora",
+      "base": "Qwen-Image-Edit",
+      "save_path": "loras/qwen-image-edit-lightning",
+      "description": "Qwen-Image-Edit-Lightning 4-step LoRA model V1.0 (bf16)",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Edit-Lightning-4steps-V1.0-bf16.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Edit-Lightning-4steps-V1.0-bf16.safetensors",
+      "size": "19.6GB"
+    },
+    {
+      "name": "Qwen-Image-Edit-Lightning 8steps V1.0",
+      "type": "lora",
+      "base": "Qwen-Image-Edit",
+      "save_path": "loras/qwen-image-edit-lightning",
+      "description": "Qwen-Image-Edit-Lightning 8-step LoRA model V1.0",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Edit-Lightning-8steps-V1.0.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Edit-Lightning-8steps-V1.0.safetensors",
+      "size": "9.78GB"
+    },
+    {
+      "name": "Qwen-Image-Edit-Lightning 8steps V1.0 (bf16)",
+      "type": "lora",
+      "base": "Qwen-Image-Edit",
+      "save_path": "loras/qwen-image-edit-lightning",
+      "description": "Qwen-Image-Edit-Lightning 8-step LoRA model V1.0 (bf16)",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Edit-Lightning-8steps-V1.0-bf16.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Edit-Lightning-8steps-V1.0-bf16.safetensors",
+      "size": "19.6GB"
+    },
+    {
+      "name": "Qwen-Image-Edit-2509-Lightning 4steps V1.0 (bf16)",
+      "type": "lora",
+      "base": "Qwen-Image-Edit",
+      "save_path": "loras/qwen-image-edit-lightning",
+      "description": "Qwen-Image-Edit-2509-Lightning 4-step LoRA model V1.0 (bf16)",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Edit-2509-Lightning-4steps-V1.0-bf16.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Edit-2509/Qwen-Image-Edit-2509-Lightning-4steps-V1.0-bf16.safetensors",
+      "size": "19.6GB"
+    },
+    {
+      "name": "Qwen-Image-Edit-2509-Lightning 4steps V1.0 (fp32)",
+      "type": "lora",
+      "base": "Qwen-Image-Edit",
+      "save_path": "loras/qwen-image-edit-lightning",
+      "description": "Qwen-Image-Edit-2509-Lightning 4-step LoRA model V1.0 (fp32)",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Edit-2509-Lightning-4steps-V1.0-fp32.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Edit-2509/Qwen-Image-Edit-2509-Lightning-4steps-V1.0-fp32.safetensors",
+      "size": "39.1GB"
+    },
+    {
+      "name": "Qwen-Image-Edit-2509-Lightning 8steps V1.0 (bf16)",
+      "type": "lora",
+      "base": "Qwen-Image-Edit",
+      "save_path": "loras/qwen-image-edit-lightning",
+      "description": "Qwen-Image-Edit-2509-Lightning 8-step LoRA model V1.0 (bf16)",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Edit-2509-Lightning-8steps-V1.0-bf16.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Edit-2509/Qwen-Image-Edit-2509-Lightning-8steps-V1.0-bf16.safetensors",
+      "size": "19.6GB"
+    },
+    {
+      "name": "Qwen-Image-Edit-2509-Lightning 8steps V1.0 (fp32)",
+      "type": "lora",
+      "base": "Qwen-Image-Edit",
+      "save_path": "loras/qwen-image-edit-lightning",
+      "description": "Qwen-Image-Edit-2509-Lightning 8-step LoRA model V1.0 (fp32)",
+      "reference": "https://huggingface.co/lightx2v/Qwen-Image-Lightning",
+      "filename": "Qwen-Image-Edit-2509-Lightning-8steps-V1.0-fp32.safetensors",
+      "url": "https://huggingface.co/lightx2v/Qwen-Image-Lightning/resolve/main/Qwen-Image-Edit-2509/Qwen-Image-Edit-2509-Lightning-8steps-V1.0-fp32.safetensors",
+      "size": "39.1GB"
+    },
+    {
+      "name": "Qwen-Image InstantX ControlNet Union",
+      "type": "controlnet",
+      "base": "Qwen-Image",
+      "save_path": "controlnet/qwen-image/instantx",
+      "description": "Qwen-Image InstantX ControlNet Union model",
+      "reference": "https://huggingface.co/Comfy-Org/Qwen-Image-InstantX-ControlNets",
+      "filename": "Qwen-Image-InstantX-ControlNet-Union.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Qwen-Image-InstantX-ControlNets/resolve/main/split_files/controlnet/Qwen-Image-InstantX-ControlNet-Union.safetensors",
+      "size": "2.54GB"
+    },
+    {
+      "name": "Qwen-Image InstantX ControlNet Inpainting",
+      "type": "controlnet",
+      "base": "Qwen-Image",
+      "save_path": "controlnet/qwen-image/instantx",
+      "description": "Qwen-Image InstantX ControlNet Inpainting model",
+      "reference": "https://huggingface.co/Comfy-Org/Qwen-Image-InstantX-ControlNets",
+      "filename": "Qwen-Image-InstantX-ControlNet-Inpainting.safetensors",
+      "url": "https://huggingface.co/Comfy-Org/Qwen-Image-InstantX-ControlNets/resolve/main/split_files/controlnet/Qwen-Image-InstantX-ControlNet-Inpainting.safetensors",
+      "size": "2.54GB"
     }
   ]
-}
+}

node_db/README.md

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

node_db/dev/scan.sh

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

node_db/forked/custom-node-list.json

@@ -1,5 +1,35 @@
 {
     "custom_nodes": [
+        {
+            "author": "synchronicity-labs",
+            "title": "ComfyUI Sync Lipsync Node",
+            "reference": "https://github.com/synchronicity-labs/sync-comfyui",
+            "files": [
+                "https://github.com/synchronicity-labs/sync-comfyui"
+            ],
+            "install_type": "git-clone",
+            "description": "This custom node allows you to perform audio-video lip synchronization inside ComfyUI using a simple interface."
+        },
+        {
+            "author": "joaomede",
+            "title": "ComfyUI-Unload-Model-Fork",
+            "reference": "https://github.com/joaomede/ComfyUI-Unload-Model-Fork",
+            "files": [
+                "https://github.com/joaomede/ComfyUI-Unload-Model-Fork"
+            ],
+            "install_type": "git-clone",
+            "description": "For unloading a model or all models, using the memory management that is already present in ComfyUI. Copied from [a/https://github.com/willblaschko/ComfyUI-Unload-Models](https://github.com/willblaschko/ComfyUI-Unload-Models) but without the unnecessary extra stuff."
+        },
+        {
+            "author": "SanDiegoDude",
+            "title": "ComfyUI-HiDream-Sampler [WIP]",
+            "reference": "https://github.com/SanDiegoDude/ComfyUI-HiDream-Sampler",
+            "files": [
+                "https://github.com/SanDiegoDude/ComfyUI-HiDream-Sampler"
+            ],
+            "install_type": "git-clone",
+            "description": "A collection of enhanced nodes for ComfyUI that provide powerful additional functionality to your workflows.\nNOTE: The files in the repo are not organized."
+        },
         {
             "author": "PramaLLC",
             "title": "ComfyUI BEN - Background Erase Network",
@@ -139,6 +169,16 @@
             ],
             "install_type": "git-clone",
             "description": "A fork of KJNodes for ComfyUI.\nVarious quality of life -nodes for ComfyUI, mostly just visual stuff to improve usability"
+        },
+        {
+            "author": "huixingyun",
+            "title": "ComfyUI-SoundFlow",
+            "reference": "https://github.com/huixingyun/ComfyUI-SoundFlow",
+            "files": [
+                "https://github.com/huixingyun/ComfyUI-SoundFlow"
+            ],
+            "install_type": "git-clone",
+            "description": "forked from https://github.com/fredconex/ComfyUI-SoundFlow (removed)"
         }
     ]
 }

node_db/tutorial/custom-node-list.json

@@ -1,5 +1,25 @@
 {
     "custom_nodes": [
+        {
+            "author": "Comfy-Org",
+            "title": "ComfyUI React Extension Template",
+            "reference": "https://github.com/Comfy-Org/ComfyUI-React-Extension-Template",
+            "files": [
+                "https://github.com/Comfy-Org/ComfyUI-React-Extension-Template"
+            ],
+            "install_type": "git-clone",
+            "description": "A minimal template for creating React/TypeScript frontend extensions for ComfyUI, with complete boilerplate setup including internationalization and unit testing."
+        },
+        {
+            "author": "comfyui-wiki",
+            "title": "ComfyUI-i18n-demo",
+            "reference": "https://github.com/comfyui-wiki/ComfyUI-i18n-demo",
+            "files": [
+                "https://github.com/comfyui-wiki/ComfyUI-i18n-demo"
+            ],
+            "install_type": "git-clone",
+            "description": "ComfyUI custom node develop i18n support demo "
+        },
         {
             "author": "Suzie1",
             "title": "Guide To Making Custom Nodes in ComfyUI",
@@ -311,6 +331,46 @@
             ],
             "description": "ComfyUI node for creating some Turtle Graphic demos.", 
             "install_type": "git-clone"
+        },
+        {
+            "author": "cozy-comfyui",
+            "title": "cozy_ex_dynamic",
+            "reference": "https://github.com/cozy-comfyui/cozy_ex_dynamic",
+            "files": [
+                "https://github.com/cozy-comfyui/cozy_ex_dynamic"
+            ],
+            "description": "Dynamic Node examples for ComfyUI",
+            "install_type": "git-clone"
+        },
+        {
+            "author": "Jonathon-Doran",
+            "title": "remote-combo-demo",
+            "reference": "https://github.com/Jonathon-Doran/remote-combo-demo",
+            "files": [
+                "https://github.com/Jonathon-Doran/remote-combo-demo"
+            ],
+            "install_type": "git-clone",
+            "description": "A minimal test suite demonstrating how remote COMBO inputs behave in ComfyUI, with and without force_input"
+        },
+        {
+            "author": "J1mB091",
+            "title": "ComfyUI-J1mB091 Custom Nodes",
+            "reference": "https://github.com/J1mB091/ComfyUI-J1mB091",
+            "files": [
+                "https://github.com/J1mB091/ComfyUI-J1mB091"
+            ],
+            "install_type": "git-clone",
+            "description": "Vibe Coded ComfyUI Custom Nodes"
+        },
+        {
+            "author": "aiforhumans",
+            "title": "XDev Nodes - Complete Toolkit",
+            "reference": "https://github.com/aiforhumans/comfyui-xdev-nodes",
+            "files": [
+                "https://github.com/aiforhumans/comfyui-xdev-nodes"
+            ],
+            "install_type": "git-clone",
+            "description": "Complete ComfyUI development toolkit with 8 professional nodes including VAE tools, universal type testing, and comprehensive debugging infrastructure."
         }
     ]
 }

openapi.yaml

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

prestartup_script.py

@@ -23,22 +23,24 @@ import folder_paths
 
 manager_util.add_python_path_to_env()
 
-import datetime
-if hasattr(datetime, 'datetime'):
-    from datetime import datetime
+import datetime as dt
+
+if hasattr(dt, 'datetime'):
+    from datetime import datetime as dt_datetime
+    
     def current_timestamp():
-        return datetime.now().strftime('%Y-%m-%d %H:%M:%S.%f')[:-3]
+        return dt_datetime.now().strftime('%Y-%m-%d %H:%M:%S.%f')[:-3]
 else:
     # NOTE: Occurs in some Mac environments.
     import time
-    logging.error(f"[ComfyUI-Manager] fallback timestamp mode\n                  datetime module is invalid: '{datetime.__file__}'")
+    logging.error(f"[ComfyUI-Manager] fallback timestamp mode\n                  datetime module is invalid: '{dt.__file__}'")
+    
     def current_timestamp():
         return str(time.time()).split('.')[0]
 
-security_check.security_check()
 
-cm_global.pip_blacklist = {'torch', 'torchsde', 'torchvision'}
-cm_global.pip_downgrade_blacklist = ['torch', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']
+cm_global.pip_blacklist = {'torch', 'torchaudio', 'torchsde', 'torchvision'}
+cm_global.pip_downgrade_blacklist = ['torch', 'torchaudio', 'torchsde', 'torchvision', 'transformers', 'safetensors', 'kornia']
 
 
 def skip_pip_spam(x):
@@ -116,14 +118,14 @@ def check_file_logging():
 
 read_config()
 read_uv_mode()
+security_check.security_check()
 check_file_logging()
 
-cm_global.pip_overrides = {'numpy': 'numpy<2', 'ultralytics': 'ultralytics==8.3.40'}
+cm_global.pip_overrides = {}
+
 if os.path.exists(manager_pip_overrides_path):
     with open(manager_pip_overrides_path, 'r', encoding="UTF-8", errors="ignore") as json_file:
         cm_global.pip_overrides = json.load(json_file)
-        cm_global.pip_overrides['numpy'] = 'numpy<2'
-        cm_global.pip_overrides['ultralytics'] = 'ultralytics==8.3.40'  # for security
 
 
 if os.path.exists(manager_pip_blacklist_path):
@@ -336,7 +338,12 @@ try:
                     log_file.write(message)
                 else:
                     log_file.write(f"[{timestamp}] {message}")
-                log_file.flush()
+
+                try:
+                    log_file.flush()
+                except Exception:
+                    pass
+
                 self.last_char = message if message == '' else message[-1]
 
             if not file_only:
@@ -349,7 +356,10 @@ try:
                         original_stderr.flush()
 
         def flush(self):
-            log_file.flush()
+            try:
+                log_file.flush()
+            except Exception:
+                pass
 
             with std_log_lock:
                 if self.is_stdout:
@@ -618,6 +628,7 @@ def execute_lazy_install_script(repo_path, executable):
         lines = manager_util.robust_readlines(requirements_path)
         for line in lines:
             package_name = remap_pip_package(line.strip())
+            package_name = package_name.split('#')[0].strip()
             if package_name and not is_installed(package_name):
                 if '--index-url' in package_name:
                     s = package_name.split('--index-url')

pyproject.toml

@@ -1,9 +1,9 @@
 [project]
 name = "comfyui-manager"
 description = "ComfyUI-Manager provides features to install and manage custom nodes for ComfyUI, as well as various functionalities to assist with ComfyUI."
-version = "3.31.2"
+version = "3.37.1"
 license = { file = "LICENSE.txt" }
-dependencies = ["GitPython", "PyGithub", "matrix-client==0.4.0", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions", "toml", "uv", "chardet"]
+dependencies = ["GitPython", "PyGithub", "matrix-nio", "transformers", "huggingface-hub>0.20", "typer", "rich", "typing-extensions", "toml", "uv", "chardet"]
 
 [project.urls]
 Repository = "https://github.com/ltdrdata/ComfyUI-Manager"

requirements.txt

@@ -1,8 +1,8 @@
 GitPython
 PyGithub
-matrix-client==0.4.0
+matrix-nio
 transformers
-huggingface-hub>0.20
+huggingface-hub
 typer
 rich
 typing-extensions

scanner.py

@@ -7,13 +7,15 @@ import concurrent
 import datetime
 import concurrent.futures
 import requests
+import warnings
+import argparse
 
 builtin_nodes = set()
 
 import sys
 
 from urllib.parse import urlparse
-from github import Github
+from github import Github, Auth
 
 
 def download_url(url, dest_folder, filename=None):
@@ -39,26 +41,51 @@ def download_url(url, dest_folder, filename=None):
         raise Exception(f"Failed to download file from {url}")
 
 
-# prepare temp dir
-if len(sys.argv) > 1:
-    temp_dir = sys.argv[1]
-else:
-    temp_dir = os.path.join(os.getcwd(), ".tmp")
+def parse_arguments():
+    """Parse command-line arguments"""
+    parser = argparse.ArgumentParser(
+        description='ComfyUI Manager Node Scanner',
+        formatter_class=argparse.RawDescriptionHelpFormatter,
+        epilog='''
+Examples:
+  # Standard mode
+  python3 scanner.py
+  python3 scanner.py --skip-update
 
-if not os.path.exists(temp_dir):
-    os.makedirs(temp_dir)
+  # Scan-only mode
+  python3 scanner.py --scan-only temp-urls-clean.list
+  python3 scanner.py --scan-only urls.list --temp-dir /custom/temp
+  python3 scanner.py --scan-only urls.list --skip-update
+        '''
+    )
+
+    parser.add_argument('--scan-only', type=str, metavar='URL_LIST_FILE',
+                       help='Scan-only mode: provide URL list file (one URL per line)')
+    parser.add_argument('--temp-dir', type=str, metavar='DIR',
+                       help='Temporary directory for cloned repositories')
+    parser.add_argument('--skip-update', action='store_true',
+                       help='Skip git clone/pull operations')
+    parser.add_argument('--skip-stat-update', action='store_true',
+                       help='Skip GitHub stats collection')
+    parser.add_argument('--skip-all', action='store_true',
+                       help='Skip all update operations')
+
+    # Backward compatibility: positional argument for temp_dir
+    parser.add_argument('temp_dir_positional', nargs='?', metavar='TEMP_DIR',
+                       help='(Legacy) Temporary directory path')
+
+    args = parser.parse_args()
+    return args
 
 
-skip_update = '--skip-update' in sys.argv or '--skip-all' in sys.argv
-skip_stat_update = '--skip-stat-update' in sys.argv or '--skip-all' in sys.argv
-
-if not skip_stat_update:
-    g = Github(os.environ.get('GITHUB_TOKEN'))
-else:
-    g = None
-
-
-print(f"TEMP DIR: {temp_dir}")
+# Module-level variables (will be set in main if running as script)
+args = None
+scan_only_mode = False
+url_list_file = None
+temp_dir = None
+skip_update = False
+skip_stat_update = True
+g = None
 
 
 parse_cnt = 0
@@ -73,10 +100,13 @@ def extract_nodes(code_text):
         parse_cnt += 1
 
         code_text = re.sub(r'\\[^"\']', '', code_text)
-        parsed_code = ast.parse(code_text)
+        with warnings.catch_warnings():
+            warnings.filterwarnings('ignore', category=SyntaxWarning)
+            warnings.filterwarnings('ignore', category=DeprecationWarning)
+            parsed_code = ast.parse(code_text)
 
         assignments = (node for node in parsed_code.body if isinstance(node, ast.Assign))
-        
+
         for assignment in assignments:
             if isinstance(assignment.targets[0], ast.Name) and assignment.targets[0].id in ['NODE_CONFIG', 'NODE_CLASS_MAPPINGS']:
                 node_class_mappings = assignment.value
@@ -90,7 +120,7 @@ def extract_nodes(code_text):
             for key in node_class_mappings.keys:
                     if key is not None and isinstance(key.value, str):
                         s.add(key.value.strip())
-                    
+
             return s
         else:
             return set()
@@ -98,16 +128,105 @@ def extract_nodes(code_text):
         return set()
 
 
+def has_comfy_node_base(class_node):
+    """Check if class inherits from io.ComfyNode or ComfyNode"""
+    for base in class_node.bases:
+        # Case 1: ComfyNode
+        if isinstance(base, ast.Name) and base.id == 'ComfyNode':
+            return True
+        # Case 2: io.ComfyNode
+        elif isinstance(base, ast.Attribute):
+            if base.attr == 'ComfyNode':
+                return True
+    return False
+
+
+def extract_keyword_value(call_node, keyword):
+    """
+    Extract string value of keyword argument
+    Schema(node_id="MyNode") -> "MyNode"
+    """
+    for kw in call_node.keywords:
+        if kw.arg == keyword:
+            # ast.Constant (Python 3.8+)
+            if isinstance(kw.value, ast.Constant):
+                if isinstance(kw.value.value, str):
+                    return kw.value.value
+            # ast.Str (Python 3.7-) - suppress deprecation warning
+            else:
+                with warnings.catch_warnings():
+                    warnings.filterwarnings('ignore', category=DeprecationWarning)
+                    if hasattr(ast, 'Str') and isinstance(kw.value, ast.Str):
+                        return kw.value.s
+    return None
+
+
+def is_schema_call(call_node):
+    """Check if ast.Call is io.Schema() or Schema()"""
+    func = call_node.func
+    if isinstance(func, ast.Name) and func.id == 'Schema':
+        return True
+    elif isinstance(func, ast.Attribute) and func.attr == 'Schema':
+        return True
+    return False
+
+
+def extract_node_id_from_schema(class_node):
+    """
+    Extract node_id from define_schema() method
+    """
+    for item in class_node.body:
+        if isinstance(item, ast.FunctionDef) and item.name == 'define_schema':
+            # Walk through function body
+            for stmt in ast.walk(item):
+                if isinstance(stmt, ast.Call):
+                    # Check if it's Schema() call
+                    if is_schema_call(stmt):
+                        node_id = extract_keyword_value(stmt, 'node_id')
+                        if node_id:
+                            return node_id
+    return None
+
+
+def extract_v3_nodes(code_text):
+    """
+    Extract V3 node IDs using AST parsing
+    Returns: set of node_id strings
+    """
+    global parse_cnt
+
+    try:
+        if parse_cnt % 100 == 0:
+            print(".", end="", flush=True)
+        parse_cnt += 1
+
+        with warnings.catch_warnings():
+            warnings.filterwarnings('ignore', category=SyntaxWarning)
+            warnings.filterwarnings('ignore', category=DeprecationWarning)
+            tree = ast.parse(code_text)
+    except (SyntaxError, UnicodeDecodeError):
+        return set()
+
+    nodes = set()
+
+    # Find io.ComfyNode subclasses
+    for node in ast.walk(tree):
+        if isinstance(node, ast.ClassDef):
+            # Check if inherits from ComfyNode
+            if has_comfy_node_base(node):
+                node_id = extract_node_id_from_schema(node)
+                if node_id:
+                    nodes.add(node_id)
+
+    return nodes
+
+
 # scan
 def scan_in_file(filename, is_builtin=False):
     global builtin_nodes
 
-    try:
-        with open(filename, encoding='utf-8') as file:
-            code = file.read()
-    except UnicodeDecodeError:
-        with open(filename, encoding='cp949') as file:
-            code = file.read()
+    with open(filename, encoding='utf-8', errors='ignore') as file:
+        code = file.read()
 
     pattern = r"_CLASS_MAPPINGS\s*=\s*{([^}]*)}"
     regex = re.compile(pattern, re.MULTILINE | re.DOTALL)
@@ -115,7 +234,11 @@ def scan_in_file(filename, is_builtin=False):
     nodes = set()
     class_dict = {}
 
+    # V1 nodes detection
     nodes |= extract_nodes(code)
+
+    # V3 nodes detection
+    nodes |= extract_v3_nodes(code)
     code = re.sub(r'^#.*?$', '', code, flags=re.MULTILINE)
 
     def extract_keys(pattern, code):
@@ -212,6 +335,53 @@ def get_nodes(target_dir):
     return py_files, directories
 
 
+def get_urls_from_list_file(list_file):
+    """
+    Read URLs from list file for scan-only mode
+
+    Args:
+        list_file (str): Path to URL list file (one URL per line)
+
+    Returns:
+        list of tuples: [(url, "", None, None), ...]
+        Format: (url, title, preemptions, nodename_pattern)
+        - title: Empty string
+        - preemptions: None
+        - nodename_pattern: None
+
+    File format:
+        https://github.com/owner/repo1
+        https://github.com/owner/repo2
+        # Comments starting with # are ignored
+
+    Raises:
+        FileNotFoundError: If list_file does not exist
+    """
+    if not os.path.exists(list_file):
+        raise FileNotFoundError(f"URL list file not found: {list_file}")
+
+    urls = []
+    with open(list_file, 'r', encoding='utf-8') as f:
+        for line_num, line in enumerate(f, 1):
+            line = line.strip()
+
+            # Skip empty lines and comments
+            if not line or line.startswith('#'):
+                continue
+
+            # Validate URL format (basic check)
+            if not (line.startswith('http://') or line.startswith('https://')):
+                print(f"WARNING: Line {line_num} is not a valid URL: {line}")
+                continue
+
+            # Add URL with empty metadata
+            # (url, title, preemptions, nodename_pattern)
+            urls.append((line, "", None, None))
+
+    print(f"Loaded {len(urls)} URLs from {list_file}")
+    return urls
+
+
 def get_git_urls_from_json(json_file):
     with open(json_file, encoding='utf-8') as file:
         data = json.load(file)
@@ -259,22 +429,52 @@ def clone_or_pull_git_repository(git_url):
             repo.git.submodule('update', '--init', '--recursive')
             print(f"Pulling {repo_name}...")
         except Exception as e:
-            print(f"Pulling {repo_name} failed: {e}")
+            print(f"Failed to pull '{repo_name}': {e}")
     else:
         try:
             Repo.clone_from(git_url, repo_dir, recursive=True)
             print(f"Cloning {repo_name}...")
         except Exception as e:
-            print(f"Cloning {repo_name} failed: {e}")
+            print(f"Failed to clone '{repo_name}': {e}")
 
 
-def update_custom_nodes():
+def update_custom_nodes(scan_only_mode=False, url_list_file=None):
+    """
+    Update custom nodes by cloning/pulling repositories
+
+    Args:
+        scan_only_mode (bool): If True, use URL list file instead of custom-node-list.json
+        url_list_file (str): Path to URL list file (required if scan_only_mode=True)
+
+    Returns:
+        dict: node_info mapping {repo_name: (url, title, preemptions, node_pattern)}
+    """
     if not os.path.exists(temp_dir):
         os.makedirs(temp_dir)
 
     node_info = {}
 
-    git_url_titles_preemptions = get_git_urls_from_json('custom-node-list.json')
+    # Select URL source based on mode
+    if scan_only_mode:
+        if not url_list_file:
+            raise ValueError("url_list_file is required in scan-only mode")
+
+        git_url_titles_preemptions = get_urls_from_list_file(url_list_file)
+        print("\n[Scan-Only Mode]")
+        print(f"  - URL source: {url_list_file}")
+        print("  - GitHub stats: DISABLED")
+        print(f"  - Git clone/pull: {'ENABLED' if not skip_update else 'DISABLED'}")
+        print("  - Metadata: EMPTY")
+    else:
+        if not os.path.exists('custom-node-list.json'):
+            raise FileNotFoundError("custom-node-list.json not found")
+
+        git_url_titles_preemptions = get_git_urls_from_json('custom-node-list.json')
+        print("\n[Standard Mode]")
+        print("  - URL source: custom-node-list.json")
+        print(f"  - GitHub stats: {'ENABLED' if not skip_stat_update else 'DISABLED'}")
+        print(f"  - Git clone/pull: {'ENABLED' if not skip_update else 'DISABLED'}")
+        print("  - Metadata: FULL")
 
     def process_git_url_title(url, title, preemptions, node_pattern):
         name = os.path.basename(url)
@@ -297,7 +497,7 @@ def update_custom_nodes():
             pass
 
         def is_rate_limit_exceeded():
-            return g.rate_limiting[0] == 0
+            return g.rate_limiting[0] <= 20
 
         if is_rate_limit_exceeded():
             print(f"GitHub API Rate Limit Exceeded: remained - {(g.rate_limiting_resettime - datetime.datetime.now().timestamp())/60:.2f} min")
@@ -386,46 +586,59 @@ def update_custom_nodes():
     if not skip_stat_update:
         process_git_stats(git_url_titles_preemptions)
 
+    # Git clone/pull for all repositories
     with concurrent.futures.ThreadPoolExecutor(11) as executor:
         for url, title, preemptions, node_pattern in git_url_titles_preemptions:
             executor.submit(process_git_url_title, url, title, preemptions, node_pattern)
 
-    py_url_titles_and_pattern = get_py_urls_from_json('custom-node-list.json')
+    # .py file download (skip in scan-only mode - only process git repos)
+    if not scan_only_mode:
+        py_url_titles_and_pattern = get_py_urls_from_json('custom-node-list.json')
 
-    def download_and_store_info(url_title_preemptions_and_pattern):
-        url, title, preemptions, node_pattern = url_title_preemptions_and_pattern
-        name = os.path.basename(url)
-        if name.endswith(".py"):
-            node_info[name] = (url, title, preemptions, node_pattern)
+        def download_and_store_info(url_title_preemptions_and_pattern):
+            url, title, preemptions, node_pattern = url_title_preemptions_and_pattern
+            name = os.path.basename(url)
+            if name.endswith(".py"):
+                node_info[name] = (url, title, preemptions, node_pattern)
 
-        try:
-            download_url(url, temp_dir)
-        except:
-            print(f"[ERROR] Cannot download '{url}'")
+            try:
+                download_url(url, temp_dir)
+            except:
+                print(f"[ERROR] Cannot download '{url}'")
 
-    with concurrent.futures.ThreadPoolExecutor(10) as executor:
-        executor.map(download_and_store_info, py_url_titles_and_pattern)
+        with concurrent.futures.ThreadPoolExecutor(10) as executor:
+            executor.map(download_and_store_info, py_url_titles_and_pattern)
 
     return node_info
 
 
-def gen_json(node_info):
+def gen_json(node_info, scan_only_mode=False):
+    """
+    Generate extension-node-map.json from scanned node information
+
+    Args:
+        node_info (dict): Repository metadata mapping
+        scan_only_mode (bool): If True, exclude metadata from output
+    """
     # scan from .py file
     node_files, node_dirs = get_nodes(temp_dir)
 
     comfyui_path = os.path.abspath(os.path.join(temp_dir, "ComfyUI"))
-    node_dirs.remove(comfyui_path)
-    node_dirs = [comfyui_path] + node_dirs
+    # Only reorder if ComfyUI exists in the list
+    if comfyui_path in node_dirs:
+        node_dirs.remove(comfyui_path)
+        node_dirs = [comfyui_path] + node_dirs
 
     data = {}
     for dirname in node_dirs:
         py_files = get_py_file_paths(dirname)
         metadata = {}
-        
+
         nodes = set()
         for py in py_files:
             nodes_in_file, metadata_in_file = scan_in_file(py, dirname == "ComfyUI")
             nodes.update(nodes_in_file)
+            # Include metadata from .py files in both modes
             metadata.update(metadata_in_file)
         
         dirname = os.path.basename(dirname)
@@ -440,17 +653,28 @@ def gen_json(node_info):
             if dirname in node_info:
                 git_url, title, preemptions, node_pattern = node_info[dirname]
 
-                metadata['title_aux'] = title
+                # Conditionally add metadata based on mode
+                if not scan_only_mode:
+                    # Standard mode: include all metadata
+                    metadata['title_aux'] = title
 
-                if preemptions is not None:
-                    metadata['preemptions'] = preemptions
+                    if preemptions is not None:
+                        metadata['preemptions'] = preemptions
 
-                if node_pattern is not None:
-                    metadata['nodename_pattern'] = node_pattern
+                    if node_pattern is not None:
+                        metadata['nodename_pattern'] = node_pattern
+                # Scan-only mode: metadata remains empty
 
                 data[git_url] = (nodes, metadata)
             else:
-                print(f"WARN: {dirname} is removed from custom-node-list.json")
+                # Scan-only mode: Repository not in node_info (expected behavior)
+                # Construct URL from dirname (author_repo format)
+                if '_' in dirname:
+                    parts = dirname.split('_', 1)
+                    git_url = f"https://github.com/{parts[0]}/{parts[1]}"
+                    data[git_url] = (nodes, metadata)
+                else:
+                    print(f"WARN: {dirname} is removed from custom-node-list.json")
 
     for file in node_files:
         nodes, metadata = scan_in_file(file)
@@ -463,13 +687,16 @@ def gen_json(node_info):
 
             if file in node_info:
                 url, title, preemptions, node_pattern = node_info[file]
-                metadata['title_aux'] = title
 
-                if preemptions is not None:
-                    metadata['preemptions'] = preemptions
-                
-                if node_pattern is not None:
-                    metadata['nodename_pattern'] = node_pattern
+                # Conditionally add metadata based on mode
+                if not scan_only_mode:
+                    metadata['title_aux'] = title
+
+                    if preemptions is not None:
+                        metadata['preemptions'] = preemptions
+
+                    if node_pattern is not None:
+                        metadata['nodename_pattern'] = node_pattern
 
                 data[url] = (nodes, metadata)
             else:
@@ -481,6 +708,10 @@ def gen_json(node_info):
     for extension in extensions:
         node_list_json_path = os.path.join(temp_dir, extension, 'node_list.json')
         if os.path.exists(node_list_json_path):
+            # Skip if extension not in node_info (scan-only mode with limited URLs)
+            if extension not in node_info:
+                continue
+
             git_url, title, preemptions, node_pattern = node_info[extension]
 
             with open(node_list_json_path, 'r', encoding='utf-8') as f:
@@ -500,17 +731,26 @@ def gen_json(node_info):
                 nodes_in_url, metadata_in_url = data[git_url]
                 nodes = set(nodes_in_url)
 
-            for x, desc in node_list_json.items():
-                nodes.add(x.strip())
+            try:
+                for x, desc in node_list_json.items():
+                    nodes.add(x.strip())
+            except Exception as e:
+                print(f"\nERROR: Invalid json format '{node_list_json_path}'")
+                print("------------------------------------------------------")
+                print(e)
+                print("------------------------------------------------------")
+                node_list_json = {}
 
-            metadata_in_url['title_aux'] = title
+            # Conditionally add metadata based on mode
+            if not scan_only_mode:
+                metadata_in_url['title_aux'] = title
 
-            if preemptions is not None:
-                metadata['preemptions'] = preemptions
+                if preemptions is not None:
+                    metadata_in_url['preemptions'] = preemptions
+
+                if node_pattern is not None:
+                    metadata_in_url['nodename_pattern'] = node_pattern
 
-            if node_pattern is not None:
-                metadata_in_url['nodename_pattern'] = node_pattern
-                
             nodes = list(nodes)
             nodes.sort()
             data[git_url] = (nodes, metadata_in_url)
@@ -520,12 +760,53 @@ def gen_json(node_info):
         json.dump(data, file, indent=4, sort_keys=True)
 
 
-print("### ComfyUI Manager Node Scanner ###")
+if __name__ == "__main__":
+    # Parse arguments
+    args = parse_arguments()
 
-print("\n# Updating extensions\n")
-updated_node_info = update_custom_nodes()
+    # Determine mode
+    scan_only_mode = args.scan_only is not None
+    url_list_file = args.scan_only if scan_only_mode else None
 
-print("\n# 'extension-node-map.json' file is generated.\n")
-gen_json(updated_node_info)
+    # Determine temp_dir
+    if args.temp_dir:
+        temp_dir = args.temp_dir
+    elif args.temp_dir_positional:
+        temp_dir = args.temp_dir_positional
+    else:
+        temp_dir = os.path.join(os.getcwd(), ".tmp")
 
-print("\nDONE.\n")
+    if not os.path.exists(temp_dir):
+        os.makedirs(temp_dir)
+
+    # Determine skip flags
+    skip_update = args.skip_update or args.skip_all
+    skip_stat_update = args.skip_stat_update or args.skip_all or scan_only_mode
+
+    if not skip_stat_update:
+        auth = Auth.Token(os.environ.get('GITHUB_TOKEN'))
+        g = Github(auth=auth)
+    else:
+        g = None
+
+    print("### ComfyUI Manager Node Scanner ###")
+
+    if scan_only_mode:
+        print(f"\n# [Scan-Only Mode] Processing URL list: {url_list_file}\n")
+    else:
+        print("\n# [Standard Mode] Updating extensions\n")
+
+    # Update/clone repositories and collect node info
+    updated_node_info = update_custom_nodes(scan_only_mode, url_list_file)
+
+    print("\n# Generating 'extension-node-map.json'...\n")
+
+    # Generate extension-node-map.json
+    gen_json(updated_node_info, scan_only_mode)
+
+    print("\n✅ DONE.\n")
+
+    if scan_only_mode:
+        print("Output: extension-node-map.json (node mappings only)")
+    else:
+        print("Output: extension-node-map.json (full metadata)")