InfoQ - AI Development - Articles https://www.infoq.com InfoQ AI Development Articles feed Article: MCP in the Java World: Bringing Architectural Strategy to LLM Integrations https://www.infoq.com/articles/mcp-java-architectural-strategy-llm-integrations/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=AI+Development-articles <img src="https://res.infoq.com/articles/mcp-java-architectural-strategy-llm-integrations/en/headerimage/mcp-java-architectural-strategy-llm-integrations-header-1776772947180.jpg"/><p>Discover how the Model Context Protocol (MCP) Java SDK is establishing a new architectural discipline for enterprise LLM integrations. By defining explicit contracts and leveraging MCP servers as anti-corruption layers, it ensures governance, loose coupling, and security alignment with the JVM ecosystem and existing operational practices, moving integrations beyond fragility to resilience.</p> <i>By Matteo Rossi</i> Java Large language models AI Development Memcached Development AI, ML & Data Engineering article Mon, 27 Apr 2026 11:00:00 GMT https://www.infoq.com/articles/mcp-java-architectural-strategy-llm-integrations/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=AI+Development-articles Matteo Rossi 2026-04-27T11:00:00Z /articles/mcp-java-architectural-strategy-llm-integrations/en