Renoun

Renoun is a Model Context Protocol (MCP) server and REST API that enables structural observability for AI conversations across 17 channels. It detects patterns such as conversational loops, stuck states, breakthroughs, and convergence without analyzing message content. This tool is suited for developers and researchers looking to monitor and improve multi-agent or multi-channel AI interactions.