joinly.ai is a Python-based middleware that exposes meeting capabilities via the Model Context Protocol (MCP). It equips any AI agent with tools for joining video calls, transcribing meetings in real time, capturing voice interactions, and performing tasks during conversations. The project provides both a local MCP server and a cloud-hosted option for agent access to meeting resources.