• DISCOVERY
  • CURATION
  • DETAILS
  • HUMAN

How to find machine learning demos with your AI

Connect Hugging Face to your AI client to browse live model implementations and curated sets of machine learning tools.

Ask AI about this page

Short answer

How can I find machine learning demos with my AI?

Your AI uses the Hugging Face MCP to pull lists of available Spaces and curated collections. You can then ask your agent to find specific types of models or interactive demos to test.

Where your results land

What you can do with these tools

The AI handles the searching and filtering so you can focus on testing the models.

DISCOVERY

Find live Spaces

The AI scans for interactive environments where you can run machine learning models directly in your browser.

CURATION

Browse collections

Your agent identifies curated groups of models that match your specific technical requirements or interests.

DETAILS

Inspect specific Spaces

Once you find a demo, your AI pulls the specific details and metadata for that individual Space.

HUMAN

Manual testing

You decide which demos are worth running and interact with the model outputs yourself.

The workflow

What your AI does when you ask for demos.

The AI acts as your researcher, navigating the Hugging Face ecosystem to find exactly what you need.

  1. Scan for demos

    The AI looks through the entire library of interactive model environments to see what is currently active.

    list_spaces

  2. Find curated sets

    It searches through organized groups of models to find specific themes or use cases.

    list_collections

  3. Get Space info

    The AI pulls the specific configuration and details for a single demo you've identified.

    get_space

  4. Filter results

    The AI narrows down the massive list of available tools to only show the ones that fit your prompt.

    list_spaceslist_collections

Try it

Copy these to start.

Use these prompts to begin your search.

Starting points

Replace the bracketed text with the specific model type or task you are looking for.

Hugging Face Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_xAlB3RIV4hRBFELH56Jcflb4rJWI2Wa664OkY3XX/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Hugging Face capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "hugging-face-alternative-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_xAlB3RIV4hRBFELH56Jcflb4rJWI2Wa664OkY3XX/mcp"
    }
  }
}
Copy into chat04

  • Find me some interactive Spaces for image generation.

  • List the collections related to large language models.

  • Show me the details for the 'stable-diffusion-xl' Space.

  • Search for collections that focus on audio processing.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Hugging Face once, then ask.

Just link your account once. Your credentials stay encrypted, and you can immediately start asking your AI to find models.

Connect Hugging Face to your AI

FAQ

Common questions

  • 01

    Can my AI run the machine learning models for me?

    No. The AI finds the Spaces and provides the links, but you must interact with the actual model in the Space yourself.

  • 02

    Can the AI create new Spaces on my account?

    No. The tools only allow the AI to list and retrieve information about existing Spaces and collections.

  • 03

    Can I find specific models using this?

    Yes. You can ask the AI to search through Spaces and collections to find models that match your criteria.

  • 04

    Does the AI see my private models?

    The AI can only access the data it has permission to see through the provided tools.

  • 05

    Can the AI delete a collection?

    No. There are no tools provided to delete or modify any content on Hugging Face.

  • More questions about Hugging Face? See everything the Hugging Face Connector can do

Connect Hugging Face to Claude, Cursor, ChatGPT & more