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MCP Design Patterns: 7 Proven Patterns for Building Scalable AI Systems in Java
MCP Design Patterns: Building Scalable AI-Integrated Systems in Java
A comprehensive guide to seven proven architectural patterns for Model Context Protocol servers, with production-ready Java implementations.
The 7 Essential MCP Patterns
Pattern 1: Resource Provider Pattern
Abstracts heterogeneous data sources (databases, files, APIs) behind a unified interface. Create a ResourceProvider interface that any data source can implement.
Use when : Multiple d...
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