{"slug": "hugging-face-mcp-is-back-online", "title": "Hugging Face MCP is back online", "summary": "Hugging Face's official MCP (Model Context Protocol) server is back online with a 97.22% 30-day uptime and an average response time of 1023 ms, according to monitoring service FreeAPI Watch. The server allows anonymous access to search models, datasets, Spaces, and papers on the Hugging Face Hub from any MCP client, with a free tier that unlocks user actions when a free Hugging Face token is connected.", "body_md": "# Hugging Face MCP\n\nOfficial Hugging Face MCP server — search models, datasets, Spaces, and papers on the Hub from any MCP client. Anonymous access supported.\n\n**Status**\n\n🟢 Online · 1023 ms\n\n**30-day uptime**\n\n97.22%\n\n**Free tier**\n\nFree anonymous access; free HF token unlocks user actions\n\n**Auth**\n\nNo key required\n\n**Last 30 days**\n\n## Free alternatives (live ranking)\n\n-\n— 🟢 Online · Unlimited (fair use), no key, no credit card**Cloudflare Docs MCP** -\n— 🟢 Online · Unlimited (fair use), no key, no credit card**Microsoft Learn MCP** -\n— 🟢 Online · Unlimited (fair use), no key, no credit card**DeepWiki MCP**\n\n## Compare Hugging Face MCP with…\n\n[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\n\n## Frequently Asked Questions\n\n### Does Hugging Face MCP require an API key?\n\nNo, Hugging Face MCP is freely accessible without registration or an API key.\n\n### What is Hugging Face MCP's free tier?\n\nFree anonymous access; free HF token unlocks user actions\n\n### Is Hugging Face MCP currently online?\n\nWe 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.\n\n## Implementation notes\n\n### When to use Hugging Face MCP\n\nThe 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'.\n\n### Common pitfalls\n\n- 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.\n- 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.\n- Anonymous rate limits are modest. An agent loop that fires dozens of searches will want the free token.\n\n### Quick start (bash)\n\n```\nclaude mcp add huggingface --transport http https://hf.co/mcp\n```\n\n### From our monitoring\n\nHandshakes in 350-500ms, steady availability in our checks. HF runs this as first-party infrastructure alongside the Hub API, and its reliability profile matches.\n\n## Embed this badge\n\nAdd a live status badge to your README, docs, or website.\n\n### Markdown\n\n```\n[![Hugging Face MCP Status](https://freeapi-builder.a10ayassine.workers.dev/badge/mcp-huggingface.svg)](https://freeapi.watch/mcp-huggingface)\n```\n\n### HTML\n\n```\n<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>\n```\n\n", "url": "https://wpnews.pro/news/hugging-face-mcp-is-back-online", "canonical_source": "https://freeapi.watch/mcp-huggingface", "published_at": "2026-07-19 15:40:54+00:00", "updated_at": "2026-07-20 13:35:16.387901+00:00", "lang": "en", "topics": ["artificial-intelligence", "machine-learning", "ai-tools", "ai-infrastructure"], "entities": ["Hugging Face", "Hugging Face MCP", "Cloudflare Docs MCP", "Microsoft Learn MCP", "DeepWiki MCP"], "alternates": {"html": "https://wpnews.pro/news/hugging-face-mcp-is-back-online", "markdown": "https://wpnews.pro/news/hugging-face-mcp-is-back-online.md", "text": "https://wpnews.pro/news/hugging-face-mcp-is-back-online.txt", "jsonld": "https://wpnews.pro/news/hugging-face-mcp-is-back-online.jsonld"}}