ClipForge

ClipForge is an open-source application that converts product images into sales-focused short videos for platforms like Douyin, Kuaishou, Xiaohongshu, and TikTok Shop. Users upload a product image or paste a link, and the tool uses AI to extract selling points, generate scripts in multiple styles (short drama, unboxing, product seeding), and produce videos with dynamic camera movements, voiceovers, subtitles, and background music. The project describes itself as built with Claude integration for agent-based video generation.

The tool offers two workflows: a free mode using local materials and synthesis, or an AI-powered mode where users preview costs before generation. Features include script quality review by an automated panel, consistency controls for characters and products across shots, frame-by-frame quality gates, and compliance checks for prohibited advertising terms and AIGC labeling. It supports batch production, multi-platform export with format adaptation, and can be self-hosted or accessed via web interface, MCP, or CLI.