KelraGet Kelra

MCP tools

Five tools. Defined jobs.

Kelra returns visual evidence to an agent. It does not infer missing coordinates or automatically edit source code.

measure

Calculates geometry from caller-supplied points, lines, rectangles, polygons, or supported runtime snapshots. Operations include distance, bounds, gaps, overlap, alignment, spacing, shape comparison, and transforms.

sample_color

Returns exact pixel RGB/HEX/Lab values or regional median color and dispersion for supplied image coordinates or bounds.

crop

Returns an exact unscaled crop of a supplied image region. Bounds are integer pixels and crops are clipped to the image.

compare

Compares equal-size images, reports pixel/color/structure differences, localizes changed regions, and estimates translation where supported. Registration may be unavailable when evidence is ambiguous.

verify_edit

Compares a reference, before image, and after image. When target bounds are supplied, it evaluates the target region and reports outside-target regression evidence.

Runtime-aware comparison and source mapping require caller-supplied instrumentation, snapshots, and project paths. Association is inferred; source candidates are not proof of cause.