AI & ML
Hugging Face MCP server
OperationalSearch and explore models, datasets, Spaces, and papers on the Hugging Face Hub directly from an agent.
Last checked by Merlonix at Jul 7, 2026, 09:40 PM UTC with a real Model Context Protocol handshake. This is a point-in-time check, not real-time — check Hugging Face live now.
Live health check
What Merlonix observed when it opened a real MCP session with Hugging Face — the transport, protocol generation, authentication posture, and (for open servers) the callable tool inventory.
https://huggingface.co/mcpCallable tools (9)
Embed a live health badge
Add a live, self-updating MCP health badge to Hugging Face’s README or docs. It re-checks on load (cached ~10 min) and links back to this page.
<a href="https://merlonix.com/mcp-directory/huggingface/">
<img src="https://api.merlonix.com/v1/public/mcp-badge.svg?url=https%3A%2F%2Fhuggingface.co%2Fmcp" alt="Hugging Face MCP health — Merlonix" height="20" />
</a>Monitor your own MCP server around the clock.
This page is a one-time check. Merlonix is the first uptime monitor that speaks MCP — it opens a real handshake on a schedule, alerts you the moment a server goes down or an auth wall appears, and flags silent tool-contract drift that would break the agents calling it.
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