hf-spaces

Generate AI content (images, video, audio, text) using HuggingFace Spaces and Inference Providers directly via gradio_client or MCP tools.

When MCP Tools Are Available

Check if relevant MCP tools exist (e.g. mcp__claude_ai_HF__gr1_z_image_turbo_generate for images, mcp__claude_ai_HF__gr2_ltx_2_turbo_generate_video for video). If so, use them directly — no script needed.

Batch with MCP tools: Call the tool multiple times (sequentially or in parallel tool calls) to generate multiple outputs.

When Writing Scripts

Use gradio_client for Spaces and huggingface_hub for Inference Providers.

Setup

uv init && uv add gradio_client huggingface_hub