I built AlbumentationsX MCP — an MCP server for computer vision augmentation work.
The idea is simple: when you are building an augmentation pipeline, you should not have to manually guess transforms, tweak params blindly, and inspect endless image variants by hand.
With this MCP server, your MCP host can help you discover transforms, recommend a conservative baseline, validate the pipeline, render deterministic local previews, compare preview runs, collect structured feedback like too_noisy:high, adjust the pipeline, and export the accepted version.
It does not try to replace your judgment. It gives you a faster feedback loop for the boring-but-important part of augmentation tuning.
It should be useful when you work on classification, detection, segmentation, OCR, or any CV workflow where you want to preview augmentations before trusting them.
Run it with:
uvx --from albumentationsx-mcp albumentationsx-mcp
Repo: albu-mcp
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