PixRater is a fast, 100% local photo culling tool. It groups RAW+JPEG pairs, auto-evaluates face sharpness, and uses private AI for keywording. Ratings save to EXIF/XMP metadata, and an integrated local MCP server lets you connect custom AI tools.