The official Hugging Face MCP Server connects your LLM to the Hugging Face Hub and thousands of Gradio AI applications. It is available as a hosted endpoint at https://huggingface.co/mcp and can also be run locally over STDIO or stateless Streamable HTTP via npx or Docker. Tools and Spaces are configured at huggingface.co/settings/mcp.
Was es kann
Wo Hugging Face MCP Server läuft und was es ergänzt, laut Dokumentation
Exposes Hugging Face Hub API and search endpoints as MCP tools
Connects to Gradio Spaces as tools
Offers a bouquet=openai option for Hub filesystem, repo search/details/creation, dynamic Space, Jobs and sandbox tools
Runs over STDIO or Streamable HTTP (JSON mode) at /mcp
Provides a metrics web interface at /metrics when self-hosted
Wann Sie es einsetzen sollten
Gut geeignet
Searching Hub models, datasets and Spaces from an agent
Letting an agent call Gradio-based AI apps as tools
Self-hosting an MCP endpoint for the Hub in your own infrastructure
Nicht geeignet für
Setups where sending a Hugging Face token to the hosted endpoint is unacceptable (run locally instead)
So installieren Sie Hugging Face MCP Server
Sie benötigen: Hugging Face account or token for authenticated tools; Node.js (npx) or Docker for local runs
Claude Code: claude mcp add hf-mcp-server -t http https://huggingface.co/mcp?login
Start claude and follow the instructions to authenticate
Repository creation, Jobs, dynamic Space and sandbox tools require Hugging Face authentication
Sicherheitshinweise der Maintainer
HTTP clients must send a Hugging Face token in the Authorization: Bearer header; the HTTP transport does not fall back to DEFAULT_HF_TOKEN
MCP_STRICT_TOKEN=true rejects token-less connections with 401
The /metrics interface is public unless METRICS_PAGE_PASSWORD is set, and does not protect /mcp
Prüfen Sie den Quellcode, bevor Sie einem Agenten Zugriff auf Zugangsdaten oder Produktivsysteme geben. Wir dokumentieren die Angaben der Maintainer; Code prüfen wir nicht.
Einschränkungen
Hosted tool set depends on your settings at huggingface.co/settings/mcp
Skills activity dashboard is process-local and resets on restart
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https://huggingface.co/mcp; add ?login to use the login flow. Quelle
How do I add the Hugging Face MCP Server to Claude Code?
Run claude mcp add hf-mcp-server -t http https://huggingface.co/mcp?login, then start claude and complete authentication. Quelle
Can I run the Hugging Face MCP Server locally?
Yes: npx @llmindset/hf-mcp-server for STDIO, npx @llmindset/hf-mcp-server-http for Streamable HTTP, or the ghcr.io/evalstate/hf-mcp-server Docker image. Quelle
How do I limit which tools the Hugging Face MCP Server exposes?
Self-hosted, set DISABLE_TOOLS to a comma-separated list of tool names; hosted, configure tools at huggingface.co/settings/mcp. Quelle