The repository employs a registry pattern for managing and distributing MCP applications. It utilizes a JSON schema to define the structure and validation requirements for MCP metadata. The architecture promotes modularity by allowing independent MCP applications to be integrated into the Fleur client. The registry acts as a central point for discovering and accessing these applications.