MCP Session Architecture: Scaling Agent Integrations Without Sticky Servers

MCP (Model Context Protocol) standardizes AI agent-tool communication but creates scaling issues when moving from local to production. In-memory session state breaks across multiple server instances, forcing reliance on sticky sessions. The article proposes a session architecture that externalizes state to avoid bottlenecks and container restarts.