com.moltlinestudio/vision

up checked 2026-11-11T15:37:37.391Z

Unclaimed · Unverified

Publisher-provided title

Moltline Vision Maths

Publisher-provided description

Image header probing, bbox conversion, resize plans and colour maths. 4 of 6 free.

Summary by lookupd

Converts bounding boxes between COCO, VOC and YOLO, probes image dimensions, plans resizes, checks colour contrast and scores detections.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http vision https://mcp.moltlinestudio.com/vision

Codex, remote (streamable-http)

codex mcp add vision --url https://mcp.moltlinestudio.com/vision

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "vision": {
      "url": "https://mcp.moltlinestudio.com/vision"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Publisher-provided text

image_probe Read an image's format and pixel size from its header alone. FREE. Dimensions live in the first few dozen bytes of PNG, JPEG, GIF, BMP and WebP, so a base64 pr
bbox_convert Convert bounding boxes between COCO, Pascal VOC and YOLO. FREE. The three formats disagree on everything: COCO is [x, y, width, height], VOC is [x1, y1, x2, y2
resize_plan Work out the exact scale, padding and crop for a model input size. FREE. Returns the numbers you need to transform boxes alongside the image, which is the step
colour_check Check a colour pair against the WCAG contrast thresholds. FREE. Uses the WCAG 2 relative-luminance formula, so the number matches what an accessibility audit w
nms Remove duplicate detections of the same object. PREMIUM (license). Greedy non-maximum suppression: keep the highest-scoring box, drop everything overlapping it
detection_metrics Score detections against ground truth and show the working. PREMIUM (license). Greedy matching at the IoU threshold, highest-confidence prediction first, each

Shows this live status and links here; updates hourly.

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