Toonflow, an open-source AI studio for short dramas, animated comics, and short videos, lets you plan, generate, and direct every shot as nodes on a canvas that runs on your own server. Text nodes hold the story, characters, and shot descriptions. Image generation nodes create character sheets with close-up, front, side, and back views. Video generation nodes take numbered reference images. Aspect ratio, resolution, and duration options depend on the selected model. Connectors link the nodes, so a character sheet made once is reusable in every shot. The 3D director's studio blocks a scene with camera framing, lighting, and keyframes. Export the scene as a video node. An assistant panel reads the project and reports which assets and videos have been generated. It offers next steps: generate a shot, revise a prompt, or start a new canvas. Finished images and clips preview on the canvas and download for further production work. Models come from third-party APIs, local ComfyUI workflows, or local language models. Plugins for nodes, skills, tools, and agents install from the marketplace. MCP links external tools and services. Projects, settings, and plugins live in one data directory. The interface offers 21 languages. There is no built-in login, so a firewall or an authenticating reverse proxy decides who can reach it. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

DramaClaw is a self-hosted production line that carries a manuscript or screenplay all the way to a finished AI drama, handling story structure, characters, storyboards, voices, and final cuts inside one workspace. Drop in a novel manuscript or a Fountain screenplay and it builds episodes, characters, and scenes for you, then plans multi-episode arcs and writes scripts in adaptive, literal, or staged modes with review-and-repair loops. The shared asset library keeps every character, scene, prop, and voice organized once, so faces stay consistent across episodes while portraits and per-episode variants handle costume and age changes. Storyboards and first frames are generated beat by beat, emotion-aware voice-over is synthesized per character, and episodes are assembled and exported with subtitles and the full asset pack. For finer control, the XiaHua canvas gives you 18 node types for images, video, audio, scripts, and 3D sets, with a wall of 45 short-drama styles and tools for relighting, outpainting, upscaling, and camera moves. Xia Director, the built-in agent, turns a plain-language brief into a node graph, runs it with progress tracking, and can promote winning results from the canvas back into the series. You pick the models: paste an official gateway key, or route Seedance, Kling, Hailuo, Sora, ComfyUI, and other channels through the bundled gateway, while external agents drive the same pipeline over MCP. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. Elastic License 2.0 licensed.

Backed by Alibaba's AIDC team and carrying over 27,700 GitHub stars, Pixelle-Video turns a single text prompt into a publish-ready short video in approximately three minutes — handling scriptwriting, image generation, voice narration, music selection, subtitle overlay, and final MP4 export in one automated pipeline. The engine supports multiple LLM backends for script generation including GPT-4, Qwen, DeepSeek, and local Ollama deployments, while image and video creation routes through either self-hosted ComfyUI workflows, cloud-based RunningHub pipelines, or direct API connections to DashScope Wan, OpenAI, Seedream, Seedance, and Kling AI. Text-to-speech synthesis uses Edge-TTS, Index-TTS, and other mainstream engines with multi-language voice profiles. Five distinct pipelines cover Quick Create, Standard, Digital Human Avatar broadcasting, Image-to-Video transformation, and Motion Transfer from reference video. The Streamlit web UI on port 8501 provides a visual workflow builder with template selection across portrait (1080x1920), landscape (1920x1080), and square formats, while the FastAPI server on port 8000 exposes a REST API with endpoints for async video generation, task polling, content scripting, TTS and image generation, template listing, and health checks. History persistence tracks all completed generations. HTML-based visual templates support static, image-overlay, and AI-video styles with customizable prompt prefixes. The modular architecture lets operators swap any atomic capability — image model, video model, TTS engine, or VLM — by editing a workflow JSON file without touching Python code. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. Apache 2.0 licensed.

Reaching #1 on GitHub Trending with over 48,000 stars, OpenMontage is the first open-source agentic video production system — transforming AI coding assistants like Claude Code, Cursor, Copilot, Windsurf, and Codex into complete video studios that handle research, scripting, scene planning, asset generation, editing, and final rendering through natural language prompts. Twelve production pipelines cover animated explainers, cinematic trailers, documentary montages, talking heads, screen demos, podcast repurposing, character animation, localization and dubbing, avatar spokesperson videos, hybrid productions, clip factory batch processing, and animation workflows. Over 100 registered Python tools connect to 60+ providers including Kling, Runway Gen-4, Google Veo 3.1, FLUX, Google Imagen 4, ElevenLabs, and Suno AI for cloud generation, plus Piper TTS, WAN 2.1, Hunyuan, and CogVideo for fully local GPU rendering — while free footage from Archive.org, NASA, Wikimedia Commons, Pexels, and Unsplash powers the documentary montage pipeline's CLIP-indexed retrieval system for real-motion video without paid generation APIs. Two composition engines — Remotion for React-based programmatic video and HyperFrames for HTML/GSAP motion graphics — render final output with spring animations, word-level captions, kinetic typography, and SVG character rigs. A seven-dimension scored provider selector, pre-compose validation gates, post-render ffprobe self-review, slideshow risk scoring, configurable budget caps with per-action approval thresholds, and the Backlot live web dashboard for visual production monitoring enforce production-grade quality at every stage. 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.

With over 126,000 GitHub stars and adoption across professional studios, research labs, and independent creators, ComfyUI has become the most widely used node-based interface for generative AI workflows — supporting image, video, audio, and 3D content creation through a single visual canvas. The graph editor natively supports Stable Diffusion 1.5, SDXL, SD3.5, Flux.1, Flux.2, HunyuanDiT, Lumina Image 2.0, HiDream, Qwen Image, and Pixart for image generation, plus Wan 2.1 and 2.2, LTX-Video, HunyuanVideo 1.5, CogVideoX, and Mochi for video, ACE-Step and Stable Audio for audio, and Hunyuan3D 2.0 for 3D models. Built-in tools handle inpainting, outpainting, ControlNet conditioning, LoRA and Hypernetwork loading, ESRGAN upscaling, area composition, model merging, and GLIGEN spatial control without writing code. The execution engine implements asynchronous queue processing with partial graph re-execution, running only changed nodes between iterations, and smart VRAM management that offloads models on GPUs with as little as 1 GB of memory. API nodes optionally connect to closed-source models through Comfy API while the core runs fully offline. Reusable subgraphs and App Mode expose complex workflows as simplified interfaces for non-technical users. The V3 custom node schema enables stateless execution with async support and process isolation. The TypeScript and Vue frontend ships as a PyPI package with stable releases every two weeks. Workflows save as JSON and embed in generated PNG, WebP, and FLAC files for reproducibility. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. GPL v3.0 licensed.

With 12,800 GitHub stars and backing from the same developer who created ControlNet, Stable Diffusion WebUI Forge replaces Automatic1111's inference backend with a dynamic GPU memory management system that runs SDXL 30-75% faster while consuming significantly less VRAM — enabling 1024x1024 generation on 6GB cards where A1111 requires 8GB or more. The Gradio 4 interface provides txt2img, img2img, inpainting, and outpainting workflows with a Forge Canvas supporting pressure-sensitive input from Wacom tablets and Microsoft Surface devices. Native Flux.1 model support loads Flux Dev and Schnell checkpoints using BitsandBytes NF4 and FP8 quantization for deployment on consumer GPUs without model splitting. Built-in ControlNet integration includes all preprocessors — Canny, Depth, Normal, OpenPose, MLSD, Scribble, Segmentation, Tile, and IP-Adapter — without requiring separate extension installation. The extension ecosystem maintains full compatibility with popular Automatic1111 extensions including Adetailer for face enhancement, After Detailer, Regional Prompter, and Dynamic Prompts. LoRA loading supports standard, LyCORIS, and DoRA formats with automatic weight detection. The API provides RESTful endpoints for txt2img, img2img, extra single/batch processing, and progress monitoring enabling headless batch generation. Deploy via one-click installer package, Python virtual environment, or Docker with NVIDIA GPU passthrough. 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.

Thirty generative AI tools behind one login on your own server: that is Biniou, a self-hosted studio for making images, text, music, video, and 3D objects without sending a prompt anywhere else. The chatbot module runs GGUF language models locally, a multimodal variant sees images, Whisper transcribes speech, and a translation module covers 200 languages. Image work spans text-to-image across Stable Diffusion, SDXL, Flux, PixArt, and Kandinsky model families, plus img2img, inpainting, outpainting, ControlNet, face swapping, upscaling with Real-ESRGAN, and face restoration with GFPGAN. Music arrives from MusicGen, MusicLDM, AudioGen, and Bark voice generation, video from Modelscope, AnimateDiff, and Stable Video Diffusion, and Shap-E turns text or images into 3D shapes. Modules hand outputs to each other, so a generated caption can become a prompt and a still can become a clip. Everything runs from 8GB of RAM with no dedicated GPU, works offline once models are downloaded, and a control panel inside the interface handles updates, restart, authentication, network access, and one-click sharing. Models are managed from the same panel, generation settings are saved as metadata in every file, and CUDA acceleration is there when hardware allows. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. GNU General Public License v3.0 licensed.

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.

37Studio is a self-hosted AI video studio and social media desk that turns a short brief into on-brand videos, posts them to nine social platforms, and drafts replies to the messages that come back. Paste a company website and it builds a brand library of logos, photos, fonts, and colours, plus a knowledge base every later video and reply draws on. An editor agent builds each video as an animated composition, checks its own rendered frames, and takes revision requests in plain words. The same workflow yields hook reels, captioned clips, explainers, podcast clips, promo ads, and thumbnails, and any finished video can become a template. A two-hour recording becomes a shelf of short clips: transcription runs locally in about 100 languages at no cost, and YouTube or Drive links import directly. Publishing reaches Facebook Pages, Instagram, YouTube, TikTok, LinkedIn, X, Pinterest, Bluesky, and Mastodon in one action, now or scheduled, each with its own caption. Autopilot goes further: state a content plan in one sentence and a fresh video is made before every slot, waiting for one-click approval. Messenger, Instagram, and WhatsApp messages and social comments land in one inbox, with replies drafted in the customer's language under rules each brand sets. Exact AI spend shows on every project, and an MCP server lets your own AI tools run the studio. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

Client feedback that arrives as "the bit near the middle feels off" becomes frame-accurate when FreeFrame hosts your media review on your own server. Reviewers drop timecoded comments on the exact frame, sketch drawing annotations over the picture, and thread replies with mentions, reactions, and attachments until each note is resolved. Video streams adaptively while audio assets get waveform review, and approval workflows track every reviewer's status so a project never waits on a mystery sign-off. When a new cut lands, version compare puts any two revisions side by side or under a draggable wipe slider, playing in sync with per-side audio and offset trim while each version keeps its own comment thread. Finished notes travel back into the edit as timeline markers for DaVinci Resolve, Final Cut Pro, and Premiere Pro, or as a plain CSV, landing on the exact frames they describe. Clients never need accounts: password-protected share links with expiry dates and watermarking let them browse and comment, while you control downloads and permissions per link. Studios can white-label the whole experience with their own name, logos, favicon, and accent color across the app, share pages, and outgoing email. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

Creative teams use Shumai to review video, images, 3D models, and documents with feedback pinned to the exact frame, on a server they control instead of a rented review cloud. Pause on any frame, draw on the picture, and leave a timecoded comment with the markup attached, then let threaded replies, mentions, and resolve states carry it to a decision. Every cut stacks into a version stack, and any two versions open side by side to compare changes. Layered PSDs and camera RAW review at full resolution, 3D models spin with comments pinned to the viewing angle, and documents page through as converted PDFs. Clients open a share link with a password and expiry date, downloads switchable, and can comment as guests with no account. Watermarks render into the media on your server rather than layering in the browser, so they stay put wherever the file travels. Comments export as Premiere Pro XML, DaVinci Resolve EDL, Final Cut Pro, or Avid files with correct drop-frame timecode for the editor. Mention the AI agent in a comment and it examines the same frame under discussion, or chat privately about a folder using your own OpenAI, Anthropic, or Gemini key. Originals live on local disk or any S3-compatible bucket, with GPU transcoding and workers that scale up for a delivery and back to zero. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.

Your product photos, tutorial clips, and user uploads can live on your own server with Openinary, a media platform that resizes, crops, converts, and delivers images and videos through simple URL parameters. Request a variant by editing the address: set width and height, fill-crop around a detected face, convert to AVIF or WebP, trim a video between two timestamps, or pull a thumbnail from the fifth second. Uploads land in S3-compatible storage you control, from AWS S3 and Cloudflare R2 to MinIO, and repeat requests are served from automatic caching instead of reprocessing the original. The admin dashboard keeps assets organized for browsing, searching, and reviewing what your applications actually serve. API keys gate programmatic uploads, so a web app, mobile backend, or build script can publish media without sharing storage credentials. Setup runs through a scaffolding command that writes the Compose file and environment, then walks you through creating the first admin account. Teams escaping per-transformation pricing keep the same URL workflow their code already uses and move the bill to a fixed server. 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.