A
security-
licenseA
qualityEnables AI assistants to download images from URLs and perform basic image optimization tasks.
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๐ช ImageSorcery MCP
ๅบไบ ComputerVision ็๐ช ้ญๆณๅพๅ่ฏๅซๅ AI ๅฉๆ็ผ่พๅทฅๅ ท
โ ไธไฝฟ็จ ImageSorcery MCP
AIๅฉๆๅจๅค็ๅพๅๆถๅๅฐ้ๅถ๏ผ
โๆ ๆณ็ดๆฅไฟฎๆนๆๅๆๅพๅ
โ ๆ ๆณ่ฃๅชใ่ฐๆดๅคงๅฐๆๅค็ๅพๅ
โ ไธไบ LLM ๆ ๆณๆฃๆต็ฉไฝๆไปๅพๅไธญๆๅๆๆฌ
โ ไป ้ไบๅฃๅคดๆ่ฟฐ๏ผๆฒกๆ่ง่งๅค็
โ ไฝฟ็จ ImageSorcery MCP
๐ช ImageSorceryไธบ AI ๅฉๆๆไพๅผบๅคง็ๅพๅๅค็่ฝๅ๏ผ
โ ็ฒพ็กฎ่ฃๅชใ่ฐๆดๅคงๅฐๅๆ่ฝฌๅพๅ
โ ๅจๅพๅไธ็ปๅถๆๆฌๅๅฝข็ถ
โ ไฝฟ็จๆๅ ่ฟ็ๆจกๅๆฃๆต็ฉไฝ
โ ไฝฟ็จ OCR ไปๅพๅไธญๆๅๆๆฌ
โ ่ทๅ่ฏฆ็ป็ๅพๅๅ ๆฐๆฎ
โ ไฝฟ็จๅ็ง้ขๅ ่ฎญ็ป็ๆจกๅ่ฟ่ก็ฉไฝๆฃๆตใOCR ็ญ
ๅช้่ฎฉไฝ ็ไบบๅทฅๆบ่ฝๅธฎๅฉๅฎๆๅพๅไปปๅก๏ผ
โๅฐๅธฆๆๅฎ ็ฉ็็ ง็ไป
photosๅคนๅคๅถๅฐpetsๆไปถๅคนโ
โๅจ photo.jpg ไธญๆพๅฐไธๅช็ซ๏ผๅนถๅฐๅพๅ็้ซๅบฆๅๅฎฝๅบฆ่ฃๅชไธๅ๏ผไฝฟ็ซไฝไบไธญๅฟโ
๐***ๆ็คบ๏ผ*ไฝฟ็จๆไปถ็ๅฎๆด่ทฏๅพโใ
โไฝฟ็จ
foduucom/web-form-ui-field-detectionๆจกๅๅฏน่ฟไธชform.jpgไธ็่กจๅๅญๆฎต่ฟ่ก่ฎกๆฐ๏ผๅนถไฝฟ็จๅทฒๆ่ฟฐๅญๆฎต็ๅ่กจๅกซๅform.mdโ๐***ๆ็คบ๏ผ*ๆๅฎๆจกๅๅ็ฝฎไฟกๅบฆโใ
๐***ๆ็คบ๏ผ*ๆทปๅ โไฝฟ็จ imagesorceryโไปฅ็กฎไฟๅฎๅฐไฝฟ็จ้ๅฝ็ๅทฅๅ ทใ
ๆจ็ๅทฅๅ ทๅฐ็ปๅไธ้ขๅๅบ็ๅคไธชๅทฅๅ ทๆฅๅฎ็ฐๆจ็็ฎๆ ใ
๐ ๏ธ ๅฏ็จๅทฅๅ ท
ๅทฅๅ ท | ๆ่ฟฐ | ็คบไพๆ็คบ |
| ไฝฟ็จ OpenCV ็ NumPy ๅ็ๆนๆณ่ฃๅชๅพๅ | โๅฐๆ็ๅพๅโinput.pngโไปๅๆ ๏ผ10,10๏ผ่ฃๅชๅฐ๏ผ200,200๏ผๅนถๅฐๅ ถไฟๅญไธบโcropped.pngโโ |
| ไฝฟ็จ OpenCV ่ฐๆดๅพๅๅคงๅฐ | โๅฐๆ็ๅพๅโphoto.jpgโ่ฐๆดไธบ 800x600 ๅ็ด ๅนถๅฐๅ ถไฟๅญไธบโresized_photo.jpgโโ |
| ไฝฟ็จ imutils.rotate_bound ๅฝๆฐๆ่ฝฌๅพๅ | โๅฐๆ็ๅพๅโphoto.jpgโๆ่ฝฌ 45 ๅบฆๅนถๅฐๅ ถไฟๅญไธบโrotated_photo.jpgโโ |
| ไฝฟ็จ OpenCV ๅจๅพๅไธ็ปๅถๆๆฌ | โๅจไฝ็ฝฎ (50,50) ๆทปๅ ๆๅญโHello Worldโ๏ผๅนถๅจๆ็ๅพ็โphoto.jpgโ็ๅณไธ่งๆทปๅ โCopyright 2023โโ |
| ไฝฟ็จ OpenCV ๅจๅพๅไธ็ปๅถ็ฉๅฝข | โๅจๆ็ๅพ็โphoto.jpgโไธไป (50,50) ๅฐ (150,100) ็ปๅถไธไธช็บข่ฒ็ฉๅฝข๏ผๅนถไป (200,150) ๅฐ (300,250) ็ปๅถไธไธชๅกซๅ ็่่ฒ็ฉๅฝขโ |
| ่ทๅๅพๅๆไปถ็ๅ ๆฐๆฎไฟกๆฏ | โ่ทๅๆๅ ณๆ็ๅพๅโphoto.jpgโ็ๅ ๆฐๆฎไฟกๆฏโ |
| ไฝฟ็จ Ultralytics ็ๆจกๅๆฃๆตๅพๅไธญ็็ฉไฝ | โๆฃๆตๆ็ๅพๅโphoto.jpgโไธญ็็ฉไฝ๏ผ็ฝฎไฟกๅบฆ้ๅผไธบ 0.4โ |
| ๆ นๆฎๆๆฌๆ่ฟฐๆฅๆพๅพๅไธญ็ๅฏน่ฑก | โๅจๆ็ๅพๅโphoto.jpgโไธญๆฅๆพๆๆ็ฝฎไฟกๅบฆ้ๅผไธบ 0.4 ็็โ |
| ๅๅบๆจกๅ็ฎๅฝไธญๆๆๅฏ็จ็ๆจกๅ | โๅๅบๆจกๅ็ฎๅฝไธญๆๆๅฏ็จ็ๆจกๅโ |
| ไฝฟ็จ EasyOCR ๅฏนๅพๅ่ฟ่กๅ ๅญฆๅญ็ฌฆ่ฏๅซ (OCR) | โไฝฟ็จ OCR ไปๆ็ๅพ็โdocument.jpgโไธญๆๅ่ฑ่ฏญๆๆฌโ |
๐***ๆ็คบ๏ผ*ๆฏไธชๅทฅๅ ท็่ฏฆ็ปไฟกๆฏๅไฝฟ็จ่ฏดๆๅฏไปฅๅจๅทฅๅ ท็
๐ ๅ ฅ้จ
่ฆๆฑ
Python 3.10ๆๆด้ซ็ๆฌClaude.appใClineๆๅ ถไป MCP ๅฎขๆท็ซฏ
ๅฎ่ฃ
1. Load MCP documentation if you have the tool for it. It will give you path to *MCP-configuration file* and other needed instructions.
2. Run command `python -m venv imagesorcery-mcp`
3. Run command `source imagesorcery-mcp/bin/activate`
For windows bash run command `source imagesorcery-mcp/Scripts/activate`
For windows cmd run command `imagesorcery-mcp\Scripts\activate`
4. Run command `pip install imagesorcery-mcp`
5. Run command `imagesorcery-mcp --post-install`
6. Create or modify *MCP-configuration file*.
7. Add the `imagesorcery-mcp` server configuration to the `mcpServers` object in the *MCP-configuration file*
`"imagesorcery-mcp": {"command": "/full/path/to/venv/bin/imagesorcery-mcp","timeout": 100}`
8. Get available models using `get_models` tool from `imagesorcery-mcp`
9. Attempt completion, indicating that the installation and configuration are complete.
**ๅๅปบๅนถๆฟๆดป่ๆ็ฏๅข๏ผๅผบ็ๆจ่๏ผ๏ผ**ไธบไบๅฏ้ ๅฐๅฎ่ฃ ๆๆ็ปไปถ๏ผๅฐคๅ ถๆฏ
clipๅ ๏ผ้่ฟๅฎ่ฃ ๅ่ๆฌๅฎ่ฃ ๏ผ๏ผๅผบ็ๅปบ่ฎฎไฝฟ็จ Python ็ๅ ็ฝฎ ใpython -m venv imagesorcery-mcp source imagesorcery-mcp/bin/activate # For Linux/macOS # source imagesorcery-mcp\Scripts\activate # For Windows**ๅฐๅ ๅฎ่ฃ ๅฐๆฟๆดป็่ๆ็ฏๅขไธญ๏ผ**ๆจๅฏไปฅไฝฟ็จ
pipๆuv pipใpip install imagesorcery-mcp # OR, if you prefer using uv for installation into the venv: # uv pip install imagesorcery-mcp**่ฟ่กๅฎ่ฃ ๅ่ๆฌ๏ผ**ๆญคๆญฅ้ชค่ณๅ ณ้่ฆใๅฎไผไธ่ฝฝๆ้็ๆจกๅ๏ผๅนถๅฐ่ฏๅฐ GitHub ไธ็
clipPython ๅ ๅฎ่ฃ ๅฐๆดปๅจ็่ๆ็ฏๅขไธญใimagesorcery-mcp --post-install
ๅๅปบไธไธช
models็ฎๅฝ๏ผ้ๅธธๅจ่ๆ็ฏๅข็็ซ็นๅ ็ฎๅฝๅ ๏ผๆ่ ๅฆๆๅ จๅฑๅฎ่ฃ ๅๅจ็จๆท็นๅฎไฝ็ฝฎ๏ผๆฅๅญๅจ้ขๅ ่ฎญ็ป็ๆจกๅใๅจ้ฃ้็ๆๅๅง
models/model_descriptions.jsonๆไปถใๅฐ
detectๅทฅๅ ทๆ้็้ป่ฎค YOLO ๆจกๅ๏ผyoloe-11l-seg-pf.ptใyoloe-11s-seg-pf.ptใyoloe-11l-seg.ptใyoloe-11s-seg.pt๏ผไธ่ฝฝๅฐๆญคmodels็ฎๅฝไธญใๅฐ่ฏๅฐ Ultralytics GitHub ไปๅบไธญ็ๅฐๆดปๅจ็ Python ็ฏๅขไธญใ่ฟๆฏ
findๅทฅๅ ทไธญๆๆฌๆ็คบๅ่ฝๆๅฟ ้็ใๅฐ
findๅทฅๅ ทๆ้็ CLIP ๆจกๅๆไปถไธ่ฝฝๅฐmodels็ฎๅฝไธญใ
ๆจๅฏไปฅ้ๆถ่ฟ่กๆญค่ฟ็จๆฅๆขๅค้ป่ฎคๆจกๅๅนถๅฐ่ฏๅฎ่ฃ
clip ใ
**ไฝฟ็จ
uv venvๅๅปบ่ๆ็ฏๅข๏ผ**ๆ นๆฎๆต่ฏ๏ผไฝฟ็จuv venvๅๅปบ็่ๆ็ฏๅขๅฏ่ฝๆ ๆณๅ ๅซpip๏ผไป่ๅฏผ่ดimagesorcery-mcp --post-install่ๆฌๆ ๆณ่ชๅจไป GitHub ๅฎ่ฃclipๅ ๏ผ่ฟๅฏ่ฝไผๅฏผ่ดๅจclipๅฎ่ฃ ๆญฅ้ชคไธญๅบ็ฐโๆฒกๆๅไธบ pip ็ๆจกๅโ้่ฏฏ๏ผใๅฆๆๆจ้ๆฉไฝฟ็จๅๅปบๅนถๆฟๆดปๆจ็
uv venvใๅฎ่ฃ
imagesorcery-mcp๏ผuv pip install imagesorcery-mcpใๅฐ
clipๅ ๆๅจๅฎ่ฃ ๅฐๆดปๅจ็uv venvไธญ๏ผuv pip install git+https://github.com/ultralytics/CLIP.git่ฟ่ก
imagesorcery-mcp --post-installใ่ฟๅฐไธ่ฝฝๆจกๅ๏ผไฝๅฏ่ฝๆ ๆณๅฎ่ฃclipPython ๅ ใไธบไบ้่ฟๅฎ่ฃ ๅ่ๆฌๆด้กบ็ ๅฐ่ชๅจๅฎ่ฃclip๏ผๅปบ่ฎฎไฝฟ็จpython -m venv๏ผๅฆไธๆๆญฅ้ชค 1 ๆ่ฟฐ๏ผๆฅๅๅปบ่ๆ็ฏๅขใ
**ไฝฟ็จ
uvx imagesorcery-mcp --post-install๏ผ**็ดๆฅไฝฟ็จuvx่ฟ่กๅฎ่ฃ ๅ่ๆฌ๏ผไพๅฆ๏ผuvx imagesorcery-mcp --post-install๏ผๅฏ่ฝไผๅฏผ่ดclipPython ๅ ๅฎ่ฃ ๅคฑ่ดฅใ่ฟๆฏๅ ไธบuvxๅๅปบ็ไธดๆถ็ฏๅข้ๅธธไธๆไพ่ๆฌๅฏ็จ็pipใๆญคๅฝไปคไผไธ่ฝฝๆจกๅ๏ผไฝไธไผๅฎ่ฃclipๅ ใๅฆๆๆจๆ็ฎไฝฟ็จuvx่ฟ่กไธปimagesorcery-mcpๆๅกๅจๅนถ้่ฆclipๅ่ฝ๏ผๅ้่ฆ็กฎไฟclipๅ ๅฎ่ฃ ๅจuvxๅฏไปฅๆพๅฐ็ Python ็ฏๅขไธญ๏ผๆ่ ่่ๅฐimagesorcery-mcpๅฎ่ฃ ๅฐไฝฟ็จpython -m venvๅๅปบ็ๆไน ็ฏๅขไธญใ
โ๏ธ ้ ็ฝฎ MCP ๅฎขๆท็ซฏ
ๅฐ่ฟไบ่ฎพ็ฝฎๆทปๅ ๅฐๆจ็ MCP ๅฎขๆท็ซฏใๅฆๆimagesorcery-mcpๅฎ่ฃ
ๅไฝไบ็ณป็ป PATH ไธญ๏ผๆจๅฏไปฅ็ดๆฅไฝฟ็จimagesorcery-mcpไฝไธบๅฝไปคใๅฆๅ๏ผๆจ้่ฆๆไพๅฏๆง่กๆไปถ็ๅฎๆด่ทฏๅพใ
"mcpServers": {
"imagesorcery-mcp": {
"command": "imagesorcery-mcp", // Or /full/path/to/venv/bin/imagesorcery-mcp if installed in a venv
"transportType": "stdio",
"autoApprove": ["detect", "crop", "get_models", "draw_texts", "get_metainfo", "rotate", "resize", "classify", "draw_rectangles", "find", "ocr"],
"timeout": 100
}
}
"mcpServers": {
"imagesorcery-mcp": {
"command": "imagesorcery-mcp.exe", // Or C:\\full\\path\\to\\venv\\Scripts\\imagesorcery-mcp.exe if installed in a venv
"transportType": "stdio",
"autoApprove": ["detect", "crop", "get_models", "draw_texts", "get_metainfo", "rotate", "resize", "classify", "draw_rectangles", "find", "ocr"],
"timeout": 100
}
}
๐ฆๅ ถไปๅๅท
ๆไบๅทฅๅ
ท่ฆๆฑๅจmodels็ฎๅฝไธญๆไพ็นๅฎๆจกๅ๏ผ
# Download models for the detect tool
download-yolo-models --ultralytics yoloe-11l-seg
download-yolo-models --huggingface ultralytics/yolov8:yolov8m.pt
ไธ่ฝฝๆจกๅๆถ๏ผ่ๆฌไผ่ชๅจๆดๆฐmodels/model_descriptions.jsonๆไปถ๏ผ
ๅฏนไบ Ultralytics ๆจกๅ๏ผๆ่ฟฐๅจ
src/imagesorcery_mcp/scripts/create_model_descriptions.pyไธญ้ขๅฎไน๏ผๅ ๆฌๆๅ ณๆฏไธชๆจกๅ็็จ้ใๅคงๅฐๅ็นๅพ็่ฏฆ็ปไฟกๆฏใๅฏนไบ Hugging Face ๆจกๅ๏ผๆ่ฟฐไผ่ชๅจไป Hugging Face Hub ไธ็ๆจกๅๅกไธญๆๅใ่ๆฌไผๅฐ่ฏไฝฟ็จๆจกๅ็ดขๅผๆๆ่ฟฐ็ฌฌไธ่กไธญ็ๆจกๅๅ็งฐใ
ไธ่ฝฝๆจกๅๅ๏ผๅปบ่ฎฎๆฃๆฅmodels/model_descriptions.jsonไธญ็ๆ่ฟฐ๏ผๅนถๆ นๆฎ้่ฆ่ฟ่ก่ฐๆด๏ผไปฅๆไพๆๅ
ณๆจกๅๅ่ฝๅ็จไพ็ๆดๅ็กฎๆ่ฏฆ็ป็ไฟกๆฏใ
๐ค ่ดก็ฎ
็ฎๅฝ็ปๆ
่ฏฅๅญๅจๅบ็็ป็ป็ปๆๅฆไธ๏ผ
.
โโโ .gitignore # Specifies intentionally untracked files that Git should ignore.
โโโ pyproject.toml # Configuration file for Python projects, including build system, dependencies, and tool settings.
โโโ pytest.ini # Configuration file for the pytest testing framework.
โโโ README.md # The main documentation file for the project.
โโโ setup.sh # A shell script for quick setup (legacy, for reference or local use).
โโโ models/ # This directory stores pre-trained models used by tools like `detect` and `find`. It is typically ignored by Git due to the large file sizes.
โ โโโ model_descriptions.json # Contains descriptions of the available models.
โ โโโ settings.json # Contains settings related to model management and training runs.
โ โโโ *.pt # Pre-trained model.
โโโ src/ # Contains the source code for the ๐ช ImageSorcery MCP server.
โ โโโ imagesorcery_mcp/ # The main package directory for the server.
โ โโโ __init__.py # Makes `imagesorcery_mcp` a Python package.
โ โโโ __main__.py # Entry point for running the package as a script.
โ โโโ logging_config.py # Configures the logging for the server.
โ โโโ server.py # The main server file, responsible for initializing FastMCP and registering tools.
โ โโโ logs/ # Directory for storing server logs.
โ โโโ scripts/ # Contains utility scripts for model management.
โ โ โโโ README.md # Documentation for the scripts.
โ โ โโโ __init__.py # Makes `scripts` a Python package.
โ โ โโโ create_model_descriptions.py # Script to generate model descriptions.
โ โ โโโ download_clip.py # Script to download CLIP models.
โ โ โโโ post_install.py # Script to run post-installation tasks.
โ โ โโโ download_models.py # Script to download other models (e.g., YOLO).
โ โโโ tools/ # Contains the implementation of individual MCP tools.
โ โโโ README.md # Documentation for the tools.
โ โโโ __init__.py # Import the central logger
โ โโโ *.py # Implements the tool.
โโโ tests/ # Contains test files for the project.
โโโ test_server.py # Tests for the main server functionality.
โโโ data/ # Contains test data, likely image files used in tests.
โโโ tools/ # Contains tests for individual tools.
ๅผๅ่ฎพ็ฝฎ
ๅ ้ๅญๅจๅบ๏ผ
git clone https://github.com/sunriseapps/imagesorcery-mcp.git # Or your fork
cd imagesorcery-mcp
๏ผๆจ่๏ผๅๅปบๅนถๆฟๆดป่ๆ็ฏๅข๏ผ
python -m venv venv
source venv/bin/activate # For Linux/macOS
# venv\Scripts\activate # For Windows
ไปฅๅฏ็ผ่พๆจกๅผๅฎ่ฃ ่ฝฏไปถๅ ไปฅๅๅผๅไพ่ต้กน๏ผ
pip install -e ".[dev]"
่ฟๅฐๅฎ่ฃ
imagesorcery-mcpไปฅๅๆฅ่ช[project.dependencies]ๅ[project.optional-dependencies].devๆๆไพ่ต้กน๏ผๅ
ๆฌbuildๅtwine ๏ผใ
่งๅ
่ฟไบ่งๅ้็จไบๆๆ่ดก็ฎ่ ๏ผไบบ็ฑปๅไบบๅทฅๆบ่ฝใ
้ ่ฏป้กน็ฎไธญ็ๆๆ
README.mdๆไปถใไบ่งฃ้กน็ฎ็ปๆๅ็ฎ็ใไบ่งฃ่ดก็ฎๆๅใไป็ปๆ่ๅฎไธไฝ ็ไปปๅกๆไฝๅ ณ่๏ผไปฅๅๅฆไฝ่ฟ่ก็ธๅบ็ไฟฎๆนใ้ ่ฏป
pyproject.tomlใ้็นๅ ณๆณจไปฅไธๅ ไธช้จๅ๏ผ[tool.ruff]ใ[tool.ruff.lint]ใ[project.optional-dependencies]ๅ[project]dependenciesใไธฅๆ ผ้ตๅพชpyproject.tomlไธญๅฎไน็ไปฃ็ ้ฃๆ ผใ้ตๅพชpyproject.tomlไพ่ต้กนไธญๅฎไน็ๆๆฏๆ ๏ผๅฆๆๆฒกๆๅ ๅ็็็ฑ๏ผ่ฏทๅฟๆทปๅ ไปปไฝๆฐ็ไพ่ต้กนใๅจๆฐๆไปถๅ็ฐๆๆไปถไธญ็ผๅไปฃ็ ใๅฆๆ้่ฆๆฐ็ไพ่ต้กน๏ผ่ฏทๆดๆฐ
pyproject.tomlๅนถ้่ฟpip install -e .ๆpip install -e ".[dev]"ๅฎ่ฃ ๅฎไปฌใ่ฏทๅฟ็ดๆฅ้่ฟpip installๅฎ่ฃ ใ่ฏทๆฅ็็ฐๆๆบไปฃ็ ไปฅ่ทๅ็คบไพ๏ผไพๅฆsrc/imagesorcery_mcp/server.pyใsrc/imagesorcery_mcp/tools/crop.py๏ผใ่ฏท้ตๅพช็ฐๆไปฃ็ ็ไปฃ็ ้ฃๆ ผใๅฝๅ็บฆๅฎใ่พๅ ฅ่พๅบๆฐๆฎๆ ผๅผใไปฃ็ ็ปๆใๆถๆ็ญใไฝฟ็จๆจ็ๆดๆนๆดๆฐ็ธๅ ณ็
README.mdๆไปถใ่ฏท้ตๅพช็ฐๆREADME.mdๆไปถ็ๆ ผๅผๅ็ปๆใไธบไฝ ็ไปฃ็ ็ผๅๆต่ฏใๆฅ็็ฐๆๆต่ฏ็จไพ๏ผไพๅฆ
tests/test_server.pyใtests/tools/test_crop.py๏ผใ้ตๅพช็ฐๆๆต่ฏ็จไพ็ไปฃ็ ้ฃๆ ผใๅฝๅ่ง่ใ่พๅ ฅ่พๅบๆฐๆฎๆ ผๅผใไปฃ็ ็ปๆใๆถๆ็ญใ่ฟ่กๆต่ฏๅ linter ไปฅ็กฎไฟไธๅๆญฃๅธธ๏ผ
pytest
ruff check .
ๅฆๆๅคฑ่ดฅ๏ผ่ฏทไฟฎๅคไปฃ็ ๅนถ่ฟ่กๆต่ฏใๆๆๆฐไปฃ็ ๅฟ ้กป็ฌฆๅ linter ่งๅๅนถ้่ฟๆๆๆต่ฏใ
็ผ็ ๆ็คบ
ๅจ้ๅฝ็ๆ ๅตไธไฝฟ็จ็ฑปๅๆ็คบ
ไฝฟ็จ pydantic ่ฟ่กๆฐๆฎ้ช่ฏๅๅบๅๅ
๐ ๆ็้ฎๅ๏ผ
ๅฆๆๆจๅฏนๆญค้กน็ฎๆไปปไฝ็้ฎใ้ฎ้ขๆๅปบ่ฎฎ๏ผ่ฏท้ๆถ่็ณป๏ผ
้กน็ฎไฝ่ ๏ผ titulus ๏ผๆฅ่ช LinkedIn
Sunrise Apps ้ฆๅธญๆง่กๅฎ๏ผ Vlad Karm ๏ผๆฅ่ช LinkedIn๏ผ
ๆจ่ฟๅฏไปฅๅจๅญๅจๅบไธญๆๅผ้ฎ้ขไปฅๆฅๅ้่ฏฏๆ่ฏทๆฑๅ่ฝใ
๐ ่ฎธๅฏ่ฏ
ๆฌ้กน็ฎ้ตๅพช MIT ่ฎธๅฏ่ฏใ่ฟๆๅณ็ๆจๅฏไปฅ่ช็ฑไฝฟ็จใไฟฎๆนๅๅๅ่ฏฅ่ฝฏไปถ๏ผไฝ้กป้ตๅฎ MIT ่ฎธๅฏ่ฏ็ๆกๆฌพๅๆกไปถใ
This server cannot be installed
local-only server
The server can only run on the client's local machine because it depends on local resources.
๐ช ImageSorcery MCP
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