Product upvotes vs the next 3

Waiting for data. Loading

Product comments vs the next 3

Waiting for data. Loading

Product upvote speed vs the next 3

Waiting for data. Loading

Product upvotes and comments

Waiting for data. Loading

Product vs the next 3

Loading

PixRater

Cull and rate your photos faster

PixRater is a free, 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.

Top comment

Hi everyone, 👋 I'm a hobby photographer and I always come home from shoots with way too many photos. Going through them, picking the keepers, and properly rating and annotating them has always been a bottleneck for me. I used to rely on the free plans of Narrative Select and Mylio. Over time, those free versions got so limited that they just weren't useful to me anymore. I'm also not a fan of paying for subscriptions, so I knew whatever I used next had to be a simple one-time purchase. After struggling to find an alternative that fit my workflow, I realized I already knew exactly what a good photo culling tool actually needed to do. So I decided to just build it myself. The result is PixRater. It's a fast, completely local app designed to take the friction out of culling. It automatically groups RAW and JPEG pairs, evaluates face sharpness so you don't have to manually zoom into every portrait, and uses private local AI to suggest keywords. Most importantly, it doesn't lock you into a closed database. All your ratings and tags are saved directly into standard EXIF and XMP metadata, meaning your organization is future-proof and instantly available in whatever editing software you use next. I also wanted to play around with some new tech, so I added a local MCP server to PixRater. It lets you plug in your own AI tools and basically have a conversation with your photo collection. It's a bit of an experiment, but it turned out to be a lot of fun. I'd love to hear your feedback or answer any questions you might have!

About PixRater on Product Hunt

“Cull and rate your photos faster”

PixRater launched on Product Hunt on October 10th, 2026 and earned 64 upvotes and 7 comments, placing #35 on the daily leaderboard. PixRater is a free, 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.

On the analytics side, PixRater competes within Photography and Artificial Intelligence — topics that collectively have 624.7k followers on Product Hunt. The dashboard above tracks how PixRater performed against the three products that launched closest to it on the same day.

Who hunted PixRater?

PixRater was hunted by Stefan Oltmann. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

For a complete overview of PixRater including community comment highlights and product details, visit the product overview.