YouTube Comments

About

This tool operates as a local server, implementing the Model Context Protocol (MCP) to provide AI models with structured access to YouTube comment data. It efficiently leverages the YouTube Data API v3 to fetch both top-level comments and their associated replies, organizing the output into a clean JSON format. This functionality allows large language models or other AI applications to seamlessly consume, summarize, categorize, translate, or analyze discussions occurring on YouTube videos, significantly extending their capabilities for content understanding and processing.

Key Features

• Configurable comment fetching, including order (relevance/time) and maximum count.
• Supports secure API key management via `.env` files.
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• Output collected comments in a structured JSON format for easy parsing.
• Fetch YouTube top-level comments and all replies for a given video.
• Integrates with YouTube Data API v3 for reliable data retrieval.

Use Cases

• Facilitate AI-driven categorization or sentiment analysis of YouTube comment sections.
• Provide structured YouTube comment data for AI models to translate and generate reports.
• Enable AI models to summarize extensive discussions from YouTube video comments.