Deploying Model Context Protocol (MCP) servers as AWS IoT Greengrass components brings autonomous, AI agent-driven network diagnostics to the edge, where connectivity is unreliable and expertise is hard to find. This first post in a series covers why edge diagnostics matter and how MCP maps expert troubleshooting workflows onto an autonomous agent.