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GIF Decider
Say the moment and get reaction GIFs: Jev picks a reaction and literal subjects, then scores a KLIPY shortlist of up to 30 candidates from titles and tags.
- Format
- Playground
- Reading time
- 2 min
- Published by
- Community
- Last verified
- Sep 2026
Used inJev for Software & DevTools
Highlights
- Jev never sees the images: it scores each candidate from its title and tags, then near-duplicates are dropped.
- The web returns three GIFs, and an MCP tool exposes pick_gifs and similar_gifs for Claude and ChatGPT.
- A content filter offers Strict, Standard, and Off, and sign-in uses WorkOS AuthKit.
Watch out
The MCP path needs a signed-in account, and free-plan limits are not detailed on the page.
Questions about this entry
Short answers drawn from the linked project or page.
Jev never sees the images. It scores each candidate from its title and tags, then near-duplicates are dropped, so the ranking is semantic matching against text metadata rather than understanding the picture. Fast and cheap, but it also means a well-tagged GIF beats a visually perfect one.
No. The page says to use it in Claude or ChatGPT and exposes pick_gifs and similar_gifs, but the MCP path needs a signed-in account, and the web version simply returns three GIFs. Free-plan limits are not detailed on the page, so check what a free tier actually allows before wiring it into a bot.
Three is what the web returns, and the content filter offers Strict, Standard, and Off settings that cut candidates before you see them. Turning the filter off widens the pool and the risk of something inappropriate landing in a work chat. The page does not say how far the shortlist runs before filtering.
Rights stay with their creators, and the GIFs, stickers, memes, and clips all come from KLIPY rather than being hosted here. That is the right posture, but it means the license question is not settled by the tool. If one ends up in something public or paid, you handle that clearance yourself.
Jev picks a reaction and literal subjects from your description, then scores a KLIPY shortlist of up to 30 candidates using only their titles and tags. Near-duplicates are dropped before the top results are shown, and Jev never sees the images themselves.
Three: Strict, Standard and Off. The filter cuts candidates before you see them, so turning it off widens the pool and the risk of something inappropriate landing in a work chat.
The media comes from KLIPY and includes GIFs, stickers, memes and clips, though the tool is framed around returning three reaction GIFs per query for you to paste.
Reactions & coverage
Posts, threads, and videos about this entry from around the web.
Hacker News: Show HN: a GIF decider that lets Jev pick the reaction.
arminn2 pointsShow HN: I Built a GIF Decider with JevRead the thread on Hacker NewsLinkedIn: Listing Match applies hard-constraint gates before it ranks a buyer's preferences.
LinkedInHomestead MLS
Reddit: Reranking rebooking options with a decision model, ranked with reasons.
X: Jev in front of the HeyGen MCP
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