MCP server

ML Systems demo

hf/sarach-ku/mls-demo

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

Three ML models: price, Thai complaints, cat vs dog

Working at last check

https://sarach-ku-mls-demo.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 mls-demo https://sarach-ku-mls-demo.hf.space/gradio_api/mcp/

Claude Desktop

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

Codex (config.toml)

[mcp_servers.mls-demo]
url = "https://sarach-ku-mls-demo.hf.space/gradio_api/mcp/"

Gemini CLI

{"mcpServers":{"mls-demo":{"httpUrl":"https://sarach-ku-mls-demo.hf.space/gradio_api/mcp/"}}}

Cursor

{"mcpServers":{"mls-demo":{"url":"https://sarach-ku-mls-demo.hf.space/gradio_api/mcp/"}}}

VS Code

{"servers":{"mls-demo":{"type":"http","url":"https://sarach-ku-mls-demo.hf.space/gradio_api/mcp/"}}}

Antigravity

agy mcp add mls-demo https://sarach-ku-mls-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":"mls-demo","server_url":"https://sarach-ku-mls-demo.hf.space/gradio_api/mcp/","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"mls-demo","server_url":"https://sarach-ku-mls-demo.hf.space/gradio_api/mcp/"}

Mythsensus
Cosmic Score from 26 divination systems: the consensus when traditions disagree about you.
OpenThai 2.0 OCR Demo
Thai document/handwriting OCR with OpenThai 2.0 27B VLM
DiscreteRate
Run DRS demos (Fast-Slow Drain, Hamburger Duo, Valdez Tanker) and explore the paradigm.
OpenThai SystemOne
Thai/English decision model - calibrated answers, no text
NHTSA Vehicle Safety
Vehicle safety recalls, complaints, and crash data from NHTSA
MuseCourt
A court system for autonomous agents: file cases, present evidence, argue and get judged.
HOTLIKESHOP
Search & buy MMO/social accounts, proxies & digital services from HOTLIKESHOP in your AI chat.
IndoBERT Sentiment Analysis
Indonesian complaint and compliment classifier

[![AptLynx](https://aptlynx.net/badge/hf/sarach-ku/mls-demo.svg)](https://aptlynx.net/servers/hf/sarach-ku/mls-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