Vmake Labs

MoneyPrinterTurbo is an AI short-video generation tool that turns a topic or keyword into a high-definition video. Its automated workflow generates or accepts a script, extracts search keywords, matches footage from local materials or supported stock sources, synthesizes narration, creates configurable subtitles, adds background music, and renders the result. It provides WebUI, API, CLI, and AI-agent interfaces; supports batch generation, multiple languages, portrait and landscape formats, adjustable clip durations, and multiple text-to-speech and large-language-model providers. It can also generate visual material through supported text-to-video models and automatically publish completed videos to TikTok, Instagram, and YouTube Shorts.

Higgsfield AI is an AI-native creative platform for generating and editing images and videos from text prompts and reference images, with tools for cinematic video creation, visual effects, AI-assisted content production, animating photos, creating shorts, generating voiceovers, cloning voices, upscaling, reframing, removing backgrounds, and automating creative workflows with an AI agent. It supports complete faceless-video production with visuals, voice-over, subtitles, music, and sound effects from an approved script and storyboard. The platform connects through an MCP server and ChatGPT plugin to MCP-compatible clients such as ChatGPT, Claude, Claude Code, Codex, and other agents; the ChatGPT integration uses an existing Higgsfield account and its credit system, while the MCP page states that no API key is required. It is available on the web and mobile.

JoyAI-Video-Edit is an open-source, instruction-guided system for editing live camera streams or uploaded videos as frames arrive. It processes frames causally without waiting for the complete video, requiring a predefined sequence length, or revisiting future frames, and supports subject and local edits, background replacement, style and motion changes, and reference-guided editing. Its autoregressive diffusion architecture combines an MLLM-based condition encoder, a causal video VAE, and a 16-billion-parameter multimodal diffusion transformer. The deployment uses aligned autoregressive distribution-matching distillation, long-horizon optimization, bounded KV-state inference, and deployment-oriented scheduling to reduce train–inference mismatch and temporal drift during streaming generation. The repository reports 30 FPS end-to-end throughput at 720 × 1248 in its deployment benchmark. The repository provides deployment code and model checkpoints, a local server with a browser interface, and instructions for CUDA-based inference. It is licensed under Apache 2.0.

CapCut is a cross-platform video editing application and web service owned by ByteDance that provides tools for creating and editing videos. It offers AI-powered editing features, smart templates, effects, and export options for desktop, mobile, and web for social media content.

Higgsfield AI is an AI-native creative suite from Higgsfield that generates images, videos, and synthetic voice from text prompts or reference media, and provides editing and upscaling tools. It includes an AI agent to automate creative workflows and is accessible via web and mobile; it accepts text and media inputs and produces image, video and audio outputs.