Crop Coord Maximizer

Crop Coord Maximizer MCP Connector for Claude

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Calculate pixel-perfect crop coordinates for any aspect ratio while preserving subject focus.

1 tools Official Updated Oct 1, 2026 Official Vinkius Partner

The Crop Coord Maximizer MCP server provides precise tools for content creators to determine the optimal rectangular sub-region within a source image. By using calculate_crop, you can find exact pixel coordinates (top-left and bottom-right) that match your target aspect ratio, such as 16:9 or 9:16. The algorithm prioritizes keeping your specified focal point--like a face or subject--as close to the center of the new crop as possible. Additionally, use validate_aspect_ratio to check compatibility with industry standards and get_crop_metadata to understand scale reduction and area preservation.

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1 tools expose this connector's capabilities to your AI agent.

calculate_crop

Calculate crop coordinates for a target aspect ratio

See how to talk to your AI agent using Crop Coord Maximizer.

Calculate a 16:9 crop for a 3840x2160 image where the subject is at 20% from the left and 50% from the top.

The crop coordinates are: Top-Left (480, 0), Bottom-Right (3840, 2160). The resulting dimensions are 3360x2160 pixels.

Is a ratio of 0.5625 a standard format?

Yes, the ratio 0.5625 matches the 'portrait_mobile' standard (9:16).

Check the metadata for a crop that is 1080x1920 from a 1920x1080 source.

The scale factor is 0.5625 and the area preservation is approximately 56.25%.

The `calculate_crop` tool uses the provided X and Y percentages to shift the crop box. It attempts to center the crop on your focal point, but will clamp the coordinates to ensure the resulting rectangle stays within the original image boundaries.

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