Hugging Face MCP

Official Hugging Face MCP server — search models, datasets, Spaces, and papers on the Hub from any MCP client. Anonymous access supported.

Status
🟢 Online · 1023 ms

30-day uptime
97.22%

Free tier
Free anonymous access; free HF token unlocks user actions

Auth
No key required

Last 30 days

Free alternatives (live ranking)

Cloudflare Docs MCP — 🟢 Online · Unlimited (fair use), no key, no credit card
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Compare Hugging Face MCP with…

Hugging Face MCP vs Cloudflare Docs MCP — Unlimited (fair use), no key, no credit card
Hugging Face MCP vs Microsoft Learn MCP — Unlimited (fair use), no key, no credit card
Hugging Face MCP vs DeepWiki MCP — Unlimited (fair use), no key, no credit card

Official docs ↗

Frequently Asked Questions

Does Hugging Face MCP require an API key?

No, Hugging Face MCP is freely accessible without registration or an API key.

What is Hugging Face MCP's free tier?

Free anonymous access; free HF token unlocks user actions

Is Hugging Face MCP currently online?

We check Hugging Face MCP every hour. The current status is shown at the top of this page. You can also see the 30-day uptime history in the chart above.

Implementation notes

When to use Hugging Face MCP

The official Hugging Face MCP server makes the Hub agent-queryable: search models by task, license, and size; find datasets; look up Spaces and papers. 'Find me a small ONNX sentence-embedding model with a commercial-friendly license' becomes a single agent request with structured results. Anonymous access covers search; connecting a free HF token adds user-specific context and higher limits. Essential for ML engineering agents, useful for any agent that occasionally needs 'what model should I use for X'.

Common pitfalls

Search results reflect Hub metadata, which is author-declared. License fields in particular deserve verification on the model card before commercial use — the MCP result is a pointer, not a legal review.
Popularity metrics (downloads, likes) favor established models. The best model for your task may rank below older, more-downloaded alternatives — ask your agent to weigh recency.
Anonymous rate limits are modest. An agent loop that fires dozens of searches will want the free token.

Quick start (bash)

claude mcp add huggingface --transport http https://hf.co/mcp

From our monitoring

Handshakes in 350-500ms, steady availability in our checks. HF runs this as first-party infrastructure alongside the Hub API, and its reliability profile matches.

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