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ClipForge

ClipForge turns one product photo into a short selling video, extracting the selling points, writing the pitch, and keeping your product looking like itself instead of letting a generator redraw it. Paste a product link and it pulls the title, price, and images into a review form before anything enters your library, or start from a single sentence when the video is not about a product at all. Choose the free path and it composes with openly licensed stock footage, free voiceover, and local rendering, so your first video costs nothing and needs no API key. Choose AI generation and a script gate shows the full plan and price before a paid call, while a judge panel revises weak lines and a quality check can order a precise retake of only the bad segment. Ten script styles cover drama skits, unboxings, comparisons, talking heads, and pain-point pitches, with a different voice cast for each character in dialogue scenes. A library of 391 commerce templates, a variant matrix for hook and caption combinations, and resumable batch production let one person prepare dozens of platform-ready cuts for TikTok Shop, Reels, Shorts, Douyin, Kuaishou, and Xiaohongshu. Exports arrive without watermarks, with titles, hashtags, and caption copy ready to paste. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. AGPL-3.0 licensed.

ClipForge
ClipForge
ClipForge
ClipForge
ClipForge

Benefits

  • One Photo Becomes Video
  • Upload a product image or paste a product link and ClipForge extracts selling points, writes scripts, locks the product's appearance, and composes a finished short.
  • Free Path Needs No Key
  • Openly licensed stock, free text-to-speech, and local FFmpeg rendering produce a complete watermark-free video before you spend anything on paid generation models.
  • Spending Stays Under Control
  • A script gate previews the plan and price before paid calls, judges revise weak lines, and quality checks retake only the segment that actually failed.
  • Batch Variants At Scale
  • Hundreds of commerce templates, hook and caption variant matrices, resumable batch jobs, and per-platform exports turn one product into many testable cuts.

Features

  • Product And Topic Modes
  • Start from an uploaded product photo, a product URL with extracted details, or a one-sentence topic for non-commerce videos in the same studio workflow.
  • Script Style Library
  • Ten styles across drama, product, talking-head, and scene forms include unboxing, comparison, reversal, and interview formats with per-character voices.
  • Compose And Edit Workbench
  • Voiceover, subtitles, background music, transcript-based cutting, silence removal, and caption correction combine in the browser before platform export.
  • 391 Commerce Templates
  • Browsable ad recipes recommend a style, camera plan, look, and music for your product, and can be saved, shared, imported, or forked as your own.
  • MCP CLI API Access
  • The same production pipeline is available from the web studio, an MCP server for agents, a command-line tool, and an HTTP API on your instance.

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