MCP server

Code-as-World VL Demo

hf/MirroS-Lab/code-as-world-vl-demo

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

Video-based quantitative physical reasoning VLM

Website

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

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

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 code-as-world-vl-demo https://mirros-lab-code-as-world-vl-demo.hf.space/gradio_api/mcp/

Claude Desktop

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

Codex (config.toml)

[mcp_servers.code-as-world-vl-demo]
url = "https://mirros-lab-code-as-world-vl-demo.hf.space/gradio_api/mcp/"

Gemini CLI

{"mcpServers":{"code-as-world-vl-demo":{"httpUrl":"https://mirros-lab-code-as-world-vl-demo.hf.space/gradio_api/mcp/"}}}

Cursor

{"mcpServers":{"code-as-world-vl-demo":{"url":"https://mirros-lab-code-as-world-vl-demo.hf.space/gradio_api/mcp/"}}}

VS Code

{"servers":{"code-as-world-vl-demo":{"type":"http","url":"https://mirros-lab-code-as-world-vl-demo.hf.space/gradio_api/mcp/"}}}

Antigravity

agy mcp add code-as-world-vl-demo https://mirros-lab-code-as-world-vl-demo.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":"code-as-world-vl-demo","server_url":"https://mirros-lab-code-as-world-vl-demo.hf.space/gradio_api/mcp/","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"code-as-world-vl-demo","server_url":"https://mirros-lab-code-as-world-vl-demo.hf.space/gradio_api/mcp/"}

Related MCP servers

• Physical Capability Cloud
  Discover, hire, and verify real-world physical capability through MCP.
• Cosmos3-Edge Physical AI Reasoning
  NVIDIA Cosmos3-Edge — reason over images & video
• Latent Dynamics Reasoning (LDR)
  Extrapolate physical video from 3 conditioning frames
• Cosmos 3 World Video
  Cosmos3-Edge text and image to video on ZeroGPU
• Nothing.gripe
  Funded one-off task marketplace: list open tasks, read, estimate, post and fund.
• AlayaWorld
  Camera-controlled interactive video world model
• Echo-Memory Action World Model
  Action-conditioned video world model demo
• Echo-Memory Action World Model
  Action-conditioned video world model demo

Badge for your README

[![AptLynx](https://aptlynx.net/badge/hf/MirroS-Lab/code-as-world-vl-demo.svg)](https://aptlynx.net/servers/hf/MirroS-Lab/code-as-world-vl-demo)

Listing text is written by the maker; AptLynx lists tools and does not vouch for them. Find another tool · Browse by topic · For agents