Dense Slides: MCP UI: Extending the frontier — Liad Yosef and Ido Salomon, MCP Apps
Source Video
MCP UI: Extending the frontier — Liad Yosef and Ido Salomon, MCP Apps
Method
This deck is slide-only. The existing captured video frame set supplies candidate frames, then local OpenCV rejects sponsor/title/speaker-only frames, crops visible slide surfaces, deduplicates, and saves the cropped slide images.
Cropped Visible Slides

- Recreated text/layout view: open HTML recreation
- AI slide classifier:
content_slideconfidence0.91 - Text source: agent_vision.
- OCR decision: ready — Dense small text in the projected screenshot plus multiple UI elements; OCR is likely better than manual transcription for the body content.
Slide text:
Engineering the future of AI
Classification audit: raw/sources/slide-ai-classification/dense/o-zkvb0iFDQ/audit.json