All Capabilities

Fourteen request types and the tools around them, in four groups. Open any group for the details.

Computer Vision

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🎯

Object Detection

YOLOv4 or YOLOv4-tiny over COCO's 80 classes: a label, a confidence and a box for each object.

🙂

Face Detection

YuNet faces with five landmarks each, and an SFace embedding to tell one person from another.

🌊

Depth Estimation

A monocular depth map from Sobel gradients, rendered with the JET colormap.

🧩

Image Segmentation

K-means clustering in LAB colour space: a composite plus one mask per region.

📍

Keypoint Detection

ORB corners or SIFT blobs, strongest first, with size, angle and confidence.

Image Processing

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📐

Resize

Fit inside a width and height, or stretch to it.

✂️

Crop

Any region, in source pixels.

🔄

Rotate

Any angle, with the canvas grown to fit and a fill colour for the corners.

🎨

Filter

Blur, sharpen, edge, emboss, enhance, equalize or normalize.

🖼️

Composite

One image over another, with an offset, opacity and compose mode.

🧰

Transform

One request type that routes to resize, crop, rotate or filter.

Video & Audio

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🎞️

Video Effects

Grayscale, sepia, negate, blur, sharpen, edge, vignette or a flip, over the whole clip.

📹

Stabilization

ffmpeg deshake, for handheld footage.

🎵

Audio Extraction

The clip's soundtrack as mp3, wav, m4a, flac or ogg.

Integration & Tools

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🔗

MCP Tools

Ten Model Context Protocol tools, so AI assistants like Claude can call the server directly.

📡

TCP JSON Protocol

One JSON object per line over TCP: any language with a socket can be a client.

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Getting Started Guide