Exact data
Runtime queries against official YouTube APIs. No stale warehouse.
YouTube Coaching MCP
Give your AI agent the exact performance data.
Connect one YouTube channel, then ask Codex or Claude what changed, where viewers dropped off, and which measurable experiment to run next.
Honest analysis
Facts, calculations, and hypotheses stay clearly separated.
Private by design
One user, one channel, encrypted credentials, read-only tools.