Can MCP choose my outfit?

A walkthrough of building an MCP server that searches a personal clothing collection using Azure AI Search with hybrid retrieval and multimodal embeddings, then renders results as an interactive image carousel inside GitHub Copilot via an MCP app. The server is built with FastMCP, exposes an image_search tool returning binary thumbnails and structured JSON, and a display_image_files tool backed by an HTML/JS slideshow powered by the @modelcontextprotocol/ext-apps package. Full source is available in the Azure-Samples/image-search-aisearch repo.