ViralMint is an open-source pipeline that chains scout, download, clip, and generate into a single workflow ending in a finished mp4. The outlier detection compares each video against its own channel baseline rather than a global average, so a 3× spike on a small channel surfaces next to a 20× monster on a large one — and you decide which matters. The Clip Studio extracts 30–60 second moments from long-form video; the Smart Video pipeline assembles originals from a text idea using AI script, Pexels stock, voiceover, and captions. The 58 MCP tools let Claude Code run the full pipeline hands-off. The wall appears when you need direct publishing to platforms — ViralMint produces the mp4 and stops there.