The Hugging Face MCP server gives AI agents direct access to the world's largest AI model repository — search models, run inference, access datasets, and manage Spaces.
Features:
- Search 500,000+ models by task, framework, and performance
- Run inference on any model via the Inference API
- Access 150,000+ datasets with previews and schema inspection
- Manage and deploy Hugging Face Spaces
- View model cards, benchmarks, and community discussions
- Compare model performance across leaderboards
- Download model weights and tokenizer configs
- Access the Open LLM Leaderboard results
Use cases:
- "Find the best open-source model for sentiment analysis under 1B parameters"
- "Run this text through the Mistral-7B model and return the output"
- "What datasets are available for training a code completion model?"
- "Deploy this Gradio Space and get me the URL"
Essential for AI/ML engineers building with open-source models.
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