Skip to content

Short Video Maker

Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.

Install

$git clone https://github.com/gyoridavid/short-video-maker

Install command taken from the project's README or registry entry. Always review code before running it.

📚 Join our Skool community for support, premium content and more!

Be part of a growing community and help us create more content like this

Description

An open source automated video creation tool for generating short-form video content. Short Video Maker combines text-to-speech, automatic captions, background videos, and music to create engaging short videos from simple text inputs.

This project is meant to provide a free alternative to heavy GPU-power hungry video generation (and a free alternative to expensive, third-party API calls). It doesn't generate a video from scratch based on an image or an image prompt.

The repository was open-sourced by the AI Agents A-Z Youtube Channel. We encourage you to check out the channel for more AI-related content and tutorials.

The server exposes an MCP and a REST server.

While the MCP server can be used with an AI Agent (like n8n) the REST endpoints provide more flexibility for video generation.

You can find example n8n workflows created with the REST/MCP server in this repository.

TOC

Getting started

Usage

Info

Tutorial with n8n

Examples

</td>
<td>
  
</td>

Features

  • Generate complete short videos from text prompts
  • Text-to-speech conversion
  • Automatic caption generation and styling
  • Background video search and selection via Pexels
  • Background music with genre/mood selection
  • Serve as both REST API and Model Context Protocol (MCP) server

How It Works

Shorts Creator takes simple text inputs and search terms, then:

  1. Converts text to speech using Kokoro TTS
  2. Generates accurate captions via Whisper
  3. Finds relevant background videos from Pexels
  4. Composes all elements with Remotion
  5. Renders a professional-looking short video with perfectly timed captions

Limitations

  • The project only capable generating videos with English voiceover (kokoro-js doesn’t support other languages at the moment)
  • The background videos are sourced from Pexels

General Requirements

  • internet
  • free pexels api key
  • ≥ 3 gb free RAM, my recommendation is 4gb RAM
  • ≥ 2 vCPU
  • ≥ 5gb disc space

Concepts

Scene

Each video is assembled from multiple scenes. These scenes consists of

  1. Text: Narration, the text the TTS will read and create captions from.
  2. Search terms: The keywords the server should use to find videos from Pexels API. If none can be found, joker terms are being used (nature, globe, space, `oce

Similar plugs

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Java 面试 & 后端通用面试指南,覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype…

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io