MCP server

Wan2.2 I2V 14B Lightning - Fast Preview

hf/vml12/wan-video-studio

Checked 26 Oct 2026, 08:30 UTC · Hugging Face reports it running

Quick Image to Video Generation + Sound (optional)

Working at last check

https://vml12-wan-video-studio.hf.space/gradio_api/mcp/

At a glance

Type: MCP server
Publisher: Not verified
Status: Working at last check
Sets up in: Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok
Last checked: 26 Oct 2026, 08:30 UTC

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http wan-video-studio https://vml12-wan-video-studio.hf.space/gradio_api/mcp/

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.wan-video-studio]
url = "https://vml12-wan-video-studio.hf.space/gradio_api/mcp/"

Gemini CLI

{"mcpServers":{"wan-video-studio":{"httpUrl":"https://vml12-wan-video-studio.hf.space/gradio_api/mcp/"}}}

Cursor

{"mcpServers":{"wan-video-studio":{"url":"https://vml12-wan-video-studio.hf.space/gradio_api/mcp/"}}}

VS Code

{"servers":{"wan-video-studio":{"type":"http","url":"https://vml12-wan-video-studio.hf.space/gradio_api/mcp/"}}}

Antigravity

agy mcp add wan-video-studio https://vml12-wan-video-studio.hf.space/gradio_api/mcp/

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"wan-video-studio","server_url":"https://vml12-wan-video-studio.hf.space/gradio_api/mcp/","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"wan-video-studio","server_url":"https://vml12-wan-video-studio.hf.space/gradio_api/mcp/"}

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Wan2.2 14B Fast Preview
generate a video from an image with a text prompt
Wan2.2 14B Fast Preview
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