MCP server

LFM3-VL-2B-VLD multipass

hf/hugging-apps/lfm3-vl-2b-multipass

Checked 28 Oct 2026, 09:04 UTC · Hugging Face reports it running

Browser-screenshot fixed-choice decisions from a 2B VLM

Working at last check

Website

https://hugging-apps-lfm3-vl-2b-multipass.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: 28 Oct 2026, 09:04 UTC

Connect it to your agent

Add to Cursor Add to VS Code VS 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 lfm3-vl-2b-multipass https://hugging-apps-lfm3-vl-2b-multipass.hf.space/gradio_api/mcp/

Claude Desktop

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

Codex (config.toml)

[mcp_servers.lfm3-vl-2b-multipass]
url = "https://hugging-apps-lfm3-vl-2b-multipass.hf.space/gradio_api/mcp/"

Gemini CLI

{"mcpServers":{"lfm3-vl-2b-multipass":{"httpUrl":"https://hugging-apps-lfm3-vl-2b-multipass.hf.space/gradio_api/mcp/"}}}

Cursor

{"mcpServers":{"lfm3-vl-2b-multipass":{"url":"https://hugging-apps-lfm3-vl-2b-multipass.hf.space/gradio_api/mcp/"}}}

VS Code

{"servers":{"lfm3-vl-2b-multipass":{"type":"http","url":"https://hugging-apps-lfm3-vl-2b-multipass.hf.space/gradio_api/mcp/"}}}

Antigravity

agy mcp add lfm3-vl-2b-multipass https://hugging-apps-lfm3-vl-2b-multipass.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":"lfm3-vl-2b-multipass","server_url":"https://hugging-apps-lfm3-vl-2b-multipass.hf.space/gradio_api/mcp/","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"lfm3-vl-2b-multipass","server_url":"https://hugging-apps-lfm3-vl-2b-multipass.hf.space/gradio_api/mcp/"}

Browse

Website screenshots

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