The Hugging Face team built the Model Catalog Platform (MCP) server to enable fast, scalable model serving. The MCP server handles millions of requests per second, supporting thousands of models and tens of thousands of users. You can deploy and serve models using the Hugging Face Hub API. The MCP server is a key component of Hugging Face's infrastructure, allowing for efficient model management and deployment.