MCP Examples

MCP architecture patterns include hub-and-spoke for code search, CRUD lifecycle management, and discovery-detail information flows. These production patterns provide structured templates for designing MCP-enabled systems across code search, browser integration, and process management scenarios.

To design a hub-and-spoke model for MCP code search, reference real-world production implementations that centralize search queries through a hub server while distributing search execution across spoke endpoints. This pattern enables efficient code discovery and retrieval across distributed MCP deployments.

Use the discovery-detail pattern in MCP browser integration when your system needs to first surface available resources or endpoints and then provide deeper structural information on demand. This two-stage information flow optimizes payload size and user experience in production browser-integrated MCP servers.

Yes, this MCP pattern reference covers CRUD lifecycle management by providing production implementations that define create, read, update, and delete operations within MCP deployments. These patterns offer architectural details and practical templates for managing data states across integrated systems.

The best way to structure MCP process management in production is to apply real-world patterns from existing servers that handle process orchestration, lifecycle monitoring, and state synchronization. Reference these documented architectures to align your design with proven hub-and-spoke and CRUD implementations.