# Hugging Face MCP is back online

> Source: <https://freeapi.watch/mcp-huggingface>
> Published: 2026-07-19 15:40:54+00:00

# 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)

-
— 🟢 Online · Unlimited (fair use), no key, no credit card**Cloudflare Docs MCP** -
— 🟢 Online · Unlimited (fair use), no key, no credit card**Microsoft Learn MCP** -
— 🟢 Online · Unlimited (fair use), no key, no credit card**DeepWiki MCP**

## Compare Hugging Face MCP with…

[Hugging Face MCP vs Cloudflare Docs MCP](/compare/mcp-cloudflare-docs-vs-mcp-huggingface)— Unlimited (fair use), no key, no credit card[Hugging Face MCP vs Microsoft Learn MCP](/compare/mcp-huggingface-vs-mcp-microsoft-learn)— Unlimited (fair use), no key, no credit card[Hugging Face MCP vs DeepWiki MCP](/compare/mcp-deepwiki-vs-mcp-huggingface)— Unlimited (fair use), no key, no credit card

## 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.

## Embed this badge

Add a live status badge to your README, docs, or website.

### Markdown

```
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```

### HTML

```
<a href="https://freeapi.watch/mcp-huggingface"><img src="https://freeapi-builder.a10ayassine.workers.dev/badge/mcp-huggingface.svg" alt="Hugging Face MCP Status"/></a>
```