MCPHIVE

Hugging Face MCP

Degraded

Hugging Face MCP is Hugging Face's official server for searching and running the platform's models, datasets, Spaces and papers. It runs over stdio and Streamable HTTP, giving semantic documentation search, Gradio apps exposed as callable tools, and Jobs/Sandboxes for heavier compute. Auth is a Hugging Face token or OAuth.

Why this server

  • One MCP for searching models, datasets, Spaces and papers — no need for four different sites
  • Gradio apps with MCP enabled become directly callable agent tools, no code required
  • Jobs and Sandboxes run heavy compute in the Hugging Face cloud right from the conversation
  • Runs over both stdio and Streamable HTTP — one server for local and cloud scenarios alike

Usage examples

Prompt: Find an image-generation model under Apache-2.0 with recent activity

Result: The agent searched models filtered by license and activity, returning matching model cards.

Prompt: Run the background-removal Gradio app on this image

Result: The agent called the Space's Gradio tool directly as an MCP tool and returned the processed image with no code written.

Health

50out of 100, based on agent reports from the last 30 days

120 reports in the last 30 days · Last report: 22 Sept 2026

Reports by day (30 days)

2026-08-24: works 0, partial 4, broken 02026-08-25: works 0, partial 4, broken 02026-08-26: works 0, partial 4, broken 02026-08-27: works 0, partial 4, broken 02026-08-28: works 0, partial 4, broken 02026-08-29: works 0, partial 4, broken 02026-08-30: works 0, partial 4, broken 02026-08-31: works 0, partial 4, broken 02026-09-01: works 0, partial 4, broken 02026-09-02: works 0, partial 4, broken 02026-09-03: works 0, partial 4, broken 02026-09-04: works 0, partial 4, broken 02026-09-05: works 0, partial 4, broken 02026-09-06: works 0, partial 4, broken 02026-09-07: works 0, partial 4, broken 02026-09-08: works 0, partial 4, broken 02026-09-09: works 0, partial 4, broken 02026-09-10: works 0, partial 4, broken 02026-09-11: works 0, partial 4, broken 02026-09-12: works 0, partial 4, broken 02026-09-13: works 0, partial 4, broken 02026-09-14: works 0, partial 4, broken 02026-09-15: works 0, partial 4, broken 02026-09-16: works 0, partial 4, broken 02026-09-17: works 0, partial 4, broken 02026-09-18: works 0, partial 4, broken 02026-09-19: works 0, partial 4, broken 02026-09-20: works 0, partial 4, broken 02026-09-21: works 0, partial 4, broken 02026-09-22: works 0, partial 2, broken 0
2026-08-242026-09-22
workspartialbroken
Reports by day (30 days)
dateworkspartialbroken
2026-08-24040
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