MCP servercom.moltlinestudio/vision
Image header probing, bbox conversion, resize plans and colour maths.
Read more
Image header probing, bbox conversion, resize plans and colour maths. 4 of 6 free.Overview
Score?
UNRATED 0.745
of what a free look can see, on 32 looks
Looks
36
last 2 hr ago
Tools
6
More info
URL
mcp.moltlinestudio.com/vision
streamable-http
Says it is
moltline-vision 1.1.0
protocol 2025-06-18
In the record since
32 days ago
Among servers18,413 with a card
0median 0.606 · this server 0.745 · highest on record 0.8561
Toolsfrom sha256:1d9ef6a6fa…7c1333
| Tool | Schema |
|---|---|
| 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], YOLO is [cx, cy, |
input · output |
| 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 will report. Typical |
input · output |
| detection_metrics Score detections against ground truth and show the working. PREMIUM (license).
Greedy matching at the IoU threshold, highest-confidence prediction first,
each ground-truth box mat |
input · output |
| 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 prefix is enough - you |
input · output |
| nms Remove duplicate detections of the same object. PREMIUM (license).
Greedy non-maximum suppression: keep the highest-scoring box, drop
everything overlapping it above the threshold |
input · output |
| 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 that usually gets s |
input · output |
Verify it yourself
npx teppi-check https://mcp.moltlinestudio.com/visioncurl -s https://api.teppi.xyz/v1/trust/mcp/mcs_01M1FZ27WC0N5PHYHEVWK9GQKS