YTComment

YTComment empowers AI systems to access and analyze YouTube video comments seamlessly. By functioning as a Model Context Protocol (MCP) server, it eliminates the need for API keys through web scraping. It offers specialized tools for various comment analysis needs, including downloading raw data, generating context-efficient statistics, searching for specific terms, and retrieving top comments sorted by actual like count. The server incorporates built-in capacity planning with memory and timeout limits and provides key insights into video engagement.