WanGP

Free plan APILinuxMacSelf-hostedWebWindows

What WanGP is

WanGP runs models locally on a GPU to generate video, images, audio, and 3D assets. Its production workflow covers input preparation, prompt refinement for specific models, generation, postprocessing, and reuse of created media. It supports text-to-video, image-to-video, AI avatars, output up to 4K, and API access. The built-in Deepy agent can coordinate generation and editing, with Zero for focused requests and Prime for connected tasks. WanGP can also connect to an MCP-compatible agent to discover models, check requests, queue jobs, and inspect outputs. Local API, MCP, and plugin interfaces support automation, with plugins running inside the local installation. Some models can run with 6 GB of VRAM, though requirements depend on the model, resolution, and settings. Generation takes place on the user's computer, but installation, updates, and uncached models or dependencies require internet access. The software is free to install and run locally; model and third-party licenses apply, and restricted commercialization requires separate permission.

Who it suits

It suits people who want to generate and process media locally using a supported GPU, including those who want agent or API-based automation. Its usefulness depends on the chosen model and available hardware resources.

What it does well

Generates video, images, audio, and 3D assets locally.
Supports text-to-video, image-to-video, and AI avatars.
Output resolution reaches 4K.
Local API, MCP, and plugins support automation.
Free to install and run locally.

What to know first

Installation, updates, and uncached dependencies require internet access.
GPU requirements vary by model, resolution, and settings.
Restricted commercialization requires separate permission.
Model and third-party licenses apply.

Limits

Selected models may run with 6 GB of VRAM, but practical requirements vary by model, resolution and settings. Long-video processing is constrained by available disk space and processing time.

Plans

Plan	Billed and limits	Price
Free local use	Free to install and run locally; paid hosting, SaaS, white-labeling and other restricted commercialization require separate permission; model and third-party licenses apply	Free

As wangp.video lists them, read 12 Oct 2026. The maker's own page has the final word.

Getting started

Open the WanGP website
Install WanGP on a supported Windows, macOS or Linux system
Connect a compatible NVIDIA or AMD GPU
Download required models and dependencies
Run the local server and open its web interface
Optionally connect a phone, MCP-compatible agent or local plugin

Verdict

WanGP offers a local workflow for generating and processing several media types, with agent and automation interfaces. Check hardware needs and applicable model licenses, and note that some setup and downloads still need internet access.

Questions

How much does WanGP cost?

The Free local use plan costs nothing and covers installation and local running. Paid hosting, SaaS, white-labeling and other restricted commercialization need separate permission; model and third-party licenses apply.

Which platforms does it support?

WanGP supports API, Linux, macOS, self-hosted, web and Windows use.

Can it generate different media types?

Yes. It runs models for video, images, audio and 3D assets, including text-to-video, image-to-video and AI avatars.

Does generation work offline?

Generation runs locally, but installation, updates, and uncached models or dependencies require internet access.

Can WanGP connect to agents?

It can connect to an MCP-compatible agent, and its local API, MCP and plugin surfaces support automation. A configured remote Deepy engine sends the conversation to that provider.

Facts from WanGP's own pages

Agent integration: WanGP can connect to an MCP-compatible agent, which can discover models, validate requests, queue jobs and inspect outputs. · wangp.video, 12 Oct 2026
AI avatars: Yes · wangp.video, 20 Sept 2026
API access: Yes · wangp.video, 20 Sept 2026
Built-in agent: Deepy can coordinate generation and editing steps, and offers Zero for focused requests and Prime for connected tasks. · wangp.video, 12 Oct 2026
Commercial use: Yes · wangp.video, 20 Sept 2026
Free plan: Yes · wangp.video, 20 Sept 2026
GPU requirements: Select models can run with as little as 6 GB of VRAM, while requirements vary with the model, resolution and settings. · wangp.video, 12 Oct 2026
GPU support: The site lists NVIDIA GTX 10-series, RTX 20-series and newer GPUs, plus several AMD RDNA 2, 3, 3.5 and 4 families. · wangp.video, 12 Oct 2026
Image-to-video: Yes · wangp.video, 20 Sept 2026
Local API and plugins: WanGP exposes local API, MCP and plugin surfaces for automation, and plugins run inside the local installation. · wangp.video, 12 Oct 2026
Maker: The site says WanGP is made by DeepBeepMeep and the WanGP community. · wangp.video, 12 Oct 2026
Maximum resolution: 4k · wangp.video, 20 Sept 2026
Media generation: WanGP runs models for generating video, images, audio and 3D assets on a local GPU. · wangp.video, 12 Oct 2026
Mobile access: A phone can connect through another browser or the Deepy Web App to a running WanGP server to view progress and launch jobs. · wangp.video, 12 Oct 2026
Notable limits: WanGP says first use can involve substantial downloads and that practical model requirements vary; Media Flow's long-video processing is limited by available disk space and processing time. · wangp.video, 12 Oct 2026
Offline use: Generation runs locally, but installation, updates and uncached models or dependencies require internet access. · wangp.video, 12 Oct 2026
Platforms: Official scripts are offered for Windows, Linux and macOS; the Wan2GP Desktop launcher supports Windows 10 and 11. · wangp.video, 12 Oct 2026
Production workflow: Its workflow includes input preparation, model-aware prompt enhancement, generation, postprocessing and reuse of created media. · wangp.video, 12 Oct 2026
Security and privacy: The site says local generation runs on the user's computer; it also states that a configured remote Deepy engine sends the conversation to that provider. · wangp.video, 12 Oct 2026
Support: The project directs users to its official Discord for setup help and GitHub issues for reproducible bugs. · wangp.video, 12 Oct 2026
Text-to-video: Yes · wangp.video, 20 Sept 2026

Where WanGP stands on Freedom251

AI video generators#23 of 242