Subtext

Provides 14 tools for YouTube search, transcripts, channel analysis, playlists, and comments, designed for structured multi-stage intelligence extraction.

Subtext is a YouTube MCP server offering 14 tools for interacting with video content, transcripts, channels, playlists, and comments through the YouTube Data API. It implements a 6-stage interactive analysis workflow — including a schema negotiation checkpoint where users review and refine the analysis framework before processing begins — enabling structured intelligence extraction from video content. Requires a free YouTube Data API key. Published to npm as @rethink-paradigms/subtext-mcp.