6 MCP Server Architectures for AI Tool Builders

The Model Context Protocol (MCP) is widely used for connecting AI agents to external tools, but server architecture varies by use case. Six patterns have emerged: direct API wrapper, composite service, and others. Choosing the right structure reduces complexity and risk for AI integrations.