research-youtube-trends

Research what is working on YouTube now: current high-performing videos, repeated mechanisms, emerging creators and Creator-fit directions in a niche or like a given video, ranked by exact public metrics and channel-relative baselines; the hottest videos of the last seven days; or an analysis of a supplied public-content Snapshot. Use for YouTube trend scans and outlier videos; a Shorts soundtrack ask gets an honest no-evidence answer. Not for private Analytics or full scripts.

License

MIT

Compatibility

Requires the Kabo MCP server at https://kabo.sh/mcp-pub, Python 3, read and write access to a local workspace, and network access from scripts to kabo.sh and to the signed storage.googleapis.com download links that Kabo tool results return (without it, a host that can save a tool's complete result to a file). Kabo permissions: data; optional workspace:read to read the Creator's saved account profile and workspace:write to save edits to it the user asks for.