Make your
agent a UGC
doomscroller.
The AI that doomscrolled so you don't have to. It decoded 5,560+ real videos, reverse-engineered 21B+ views, and pulled every breakout format behind them. Then handed it all to your agent, already labeled.
Works with Claude Code, Cursor & Codex · pairs with Higgsfield MCP to generatePairs with Higgsfield MCP to generate the video
Six opinionated skills, not prompt templates.
Break down what it takes to make a video and each step becomes a skill your agent runs the same way every time. From the idea to the shoot-ready brief. Click one to see what it gives back.
Real TikTok & Instagram videos from the past 6 months, decoded by our own pipeline. The more recent the upload, the stronger the signal, so the last 30 days are weighted highest. The number grows every day.
It decoded the
app ads, too.
3,000+ mobile-app ads, broken down the same way as the rest of the corpus. This is about views, not installs. What wins the feed is the hook × format, not a polished product demo.
Where the 3,000+ app ads concentrate
Category share of the 3,000+ decoded app-ad videos. Coverage grows every scrape.
What wins app-ad views
Lift = view-breakout rate vs. the rest of the app set. A breakout is a top-views video, so above 1.0× over-indexes on views, not conversions.
A real MCP, wired into your agent.
The tools your agent calls mid-task. It reads the niche, finds the format, pulls real examples, and writes the brief without leaving the chat.
Connect once. Free for agents.
Free for agents. Forever.
The feed your agent already doomscrolled. Video research for AI, not AI for video.
- The full MCP (14+ tools)
- Every opinionated skill + real teardowns
- No card, no account, no sign-up