yt-channel-intel

Read a YouTube channel's strategy from its data — what it publishes, what actually performs, cadence, positioning, and what its outliers reveal about audience demand. Use when the user asks 'analyze this channel', 'why does this channel work', 'what should I learn from X', or is planning content and wants a competitor read. Requires the tubescout MCP server.