Auto-reframe to vertical 9:16 (speaker or face tracking)
Partial:Partly
Partial:Partly
Confirmed:Yes
Animated burned-in captions on clips
Partial:Partly
Partial:Partly
Confirmed:Yes
Virality score per clip
No:No
Partial:Partly
Confirmed:Yes
Schedule and publish clips to social platforms
No:No
No:No
Confirmed:Yes
Jobs covered
3 of 5 jobs
4 of 5 jobs
All 5
Popularity and activity (from GitHub)
Stars
429
631Top
—
Gain this week
Unknown
Unknown
—
Signal
Building history
Building history
—
Commits / 4 wk
0
17Top
—
Latest release
Unknown
Unknown
—
Commits / 12 wk
2
17
—
People committing / 12 mo
2
1
—
Issues opened / closed, 30 days
0 / 0
0 / 0
—
Facts, with sources on each project page
Runs on my machine?Differs
Confirmed:Yes, local WebUI or CLI; the LLM can be a local GGUF model or a cloud API
Confirmed:Yes, runs on your machine; transcription is local, highlight ranking calls a cloud LLM
Hosted by the vendor
Code licenceDiffers
Partial:GPL-3.0 (copyleft)
Confirmed:MIT
—
Model weights licenceDiffers
Partial:InsightFace pretrained models are for non-commercial research; commercial licensing must be obtained separately. Whisper weights are MIT, and user-selected local GGUF or hosted LLM options retain their own terms
Confirmed:No separate model weights
—
Commercial useDiffers
Partial:GPL-3.0 code allows commercial use with copyleft conditions; licences of the models it uses are not stated
Confirmed:Yes, MIT (LLM provider terms apply separately)
—
Paid services needed?Differs
Confirmed:None required; Gemini (free key) or GPT-4 optional, or run fully offline with local GGUF models
Partial:Needs an LLM API key; Gemini has a free tier with a daily limit, OpenAI and MuAPI are paid
Subscription
HardwareDiffers
Confirmed:NVIDIA GPU with CUDA 12.4+ strongly recommended; exact VRAM and RAM not stated
Confirmed:Python 3.10+; Whisper runs on CPU or CUDA GPU, model size selectable
—
Operating systemsDiffers
Partial:Windows install scripts documented; Google Colab notebook; macOS and Linux not documented
Confirmed:Windows, Linux and macOS install steps in the README
—
Setup effortDiffers
Confirmed:Medium; needs Python 3.10/3.11, FFmpeg, NVIDIA drivers and C++ Build Tools, then a .bat installer
Confirmed:Easy-medium, clone, pip install requirements and add an API key to .env (README clone URL uses an older repo name)
—
Stars over time
Switch to Growth % to compare projects of different sizes fairly.
ViralCutter
AI shorts generator (short-video-maker)
Tracked daily since 16 Oct 2026. Dashed history: estimated from public records of when people starred the repo. Lines connect observations only; gaps contain no measured points.
Growth % starts at each project's first observed point in the shown range. Zero-star starts are unavailable.
Notes for a video or post
A plain summary with today's date and a link to the sources. Check each project page before you publish.
Want share images and a ready video description? Open a project's creator kit.
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