Every crack, caught before it costs.
An inspection agent for solar panels. It scans every cell, takes a closer look when it isn't sure — then opens a repair ticket or asks you.
Try it on a real panel.
Demo panels are built from real electroluminescence photos. Pick a brain, press Inspect, and watch every step.
Fast, accurate and cheap to run.
Tested on 655 cells the models never saw, and benchmarked against stock OpenCV and an x86 server.
Look. Decide. Look closer. Act.
Every step is an OpenCV 5 tool exposed over MCP. What the agent sees decides what it calls next.
Look
Straighten the photo, split it into cells, check image quality. split_panel · check_quality
Score
CellNet rates each cell 0–1 in OpenCV's DNN; classic OpenCV marks cracks and dark areas. scan_cell
Second look
Unsure? Re-score from mirrored, flipped and enhanced views. second_look
Locate
Hide each patch in turn — the biggest score drop is where the defect is. locate_defect
Zoom
Measure the mark up close: length, straightness, contrast. inspect_region
Act
Pass it, open a repair ticket, or hand it to a human. mark_pass · open_ticket · request_approval
You make the hard calls.
When the evidence stays mixed, the agent stops and asks. Your answer becomes the final verdict.
Needs your decision 0
Repair tickets 0
Plug your own agent in.
All 15 OpenCV 5 tools — scan, second look, locate, zoom, tickets and approvals — behind one MCP endpoint.