• SENTIMENT
  • TOPICS
  • METRICS
  • HUMAN

How to analyze video engagement and comments with your AI

Connect YouTube to your AI client to turn raw video data and comment sections into clear insights.

Ask AI about this page

Short answer

How can I use AI to check my video engagement?

Your AI pulls specific video data and recent comments to identify sentiment, recurring questions, or engagement spikes. You get a clear view of what your audience likes or dislikes.

The outcomes

What you get from the analysis

The AI processes the data to hand you these specific results.

SENTIMENT

Audience mood tracking

The AI reads through comment threads to categorize reactions as positive, negative, or neutral. You'll see if a specific topic is causing friction or excitement.

TOPICS

Common question identification

By scanning recent comments, your agent finds the most frequent questions asked by viewers. This helps you plan your next video based on what people want to know.

METRICS

Engagement snapshots

The AI pulls specific video stats to show you how the numbers align with the conversation. You can see if high view counts actually translate to meaningful discussion.

HUMAN

Direct community replies

The AI identifies specific users who need a response. You still have to write and post the actual replies to keep the conversation going.

The workflow

What your AI does when the data arrives.

The AI uses these specific tools to bridge the gap between YouTube and your chat interface.

  1. Fetch video data

    Your agent grabs the specific stats and metadata for the video you're targeting.

    get_video

  2. Pull comment threads

    The AI retrieves the most recent comments left by your viewers.

    list_comments

  3. Analyze sentiment

    Your agent processes the text from the comments to find patterns in how people are feeling.

    list_comments

  4. Summarize insights

    The AI condenses the metrics and comments into a brief report for you to read.

    get_videolist_comments

Try it

Copy these to start.

Paste these prompts into your AI client once you've connected the YouTube MCP.

Starting points

Replace the bracketed text with your actual video URLs or channel names.

YouTube Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_YRNQTdmQxjXboPWe7X5Xjw4kwvV6rZVxenq1zDBF/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — YouTube capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "youtube-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_YRNQTdmQxjXboPWe7X5Xjw4kwvV6rZVxenq1zDBF/mcp"
    }
  }
}
Copy into chat04

  • Analyze the comments on this video [URL] and tell me the three most common questions people are asking.

  • Get the metrics for [URL] and summarize the general sentiment of the recent comments.

  • Look at the comments for [URL] and list any specific feedback regarding the video quality.

  • Summarize the engagement on my latest video [URL] and suggest three topics for a follow-up video.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect YouTube once, then ask.

One click connects the YouTube MCP to your client. Your login stays encrypted and secure, and you can start asking questions immediately.

Connect YouTube to your AI

FAQ

How this task behaves

  • 01

    Can the AI reply to comments for me?

    No. The AI can identify which comments need a response, but you must manually type and post the replies on YouTube.

  • 02

    Can the AI delete negative comments?

    No. This MCP only has permission to read video data and comments. It cannot modify or delete anything on your channel.

  • 03

    Does the AI see all my private channel data?

    No. The AI only accesses the specific video data and comment threads you explicitly ask it to look at.

  • 04

    How recent are the comments the AI can see?

    The AI can pull recent comment threads using the list_comments tool, allowing you to analyze current audience reactions.

  • 05

    Can I use this to track my competitors?

    Yes, as long as the video is public, your AI can pull the metrics and comments for any video URL you provide.

  • More questions about YouTube? See everything the YouTube Connector can do

Connect YouTube to Claude, Cursor, ChatGPT & more