You can access the YouTube Comments programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=s-r/youtube-comments",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

Configure MCP server with YouTube Comments

Get a ready-to-use configuration for your MCP client with the YouTube Comments Actor preconfigured at mcp.apify.com?tools=s-r/youtube-comments .

You can connect to the Apify MCP Server using clients like Tester MCP Client, or any other MCP client of your choice.

If you want to learn more about our Apify MCP implementation, check out our MCP documentation. To learn more about the Model Context Protocol in general, refer to the official MCP documentation or read our blog post.

Youtube Video Comments

mohamedgb00714/youtube-video-comments

Scrapes public comments from any YouTube video.

mohamed el hadi msaid

YouTube Comments Scraper — Export Comments & Replies

logiover/youtube-comments-scraper

Scrape YouTube comments without API key. Export comments and replies to CSV, JSON, Excel — a YouTube Data API alternative for sentiment research.

Logiover

All-in-One YouTube Data Scraper Pro

moving_beacon-owner1/my-actor-37

Ultimate YouTube Scraper (Videos, Comments, Music, Metadata) YouTube Data Extractor – Videos, Comments & Playlists Advanced YouTube Scraper Toolkit YouTube Multi-Module Scraper Complete YouTube Data Scraping Suite YouTube Metadata & Comments Scraper YouTube Research Scraper

Jamshaid Arif

Youtube Comments Scraper

scrapers-hub/youtube-comments-scraper

YouTube comments scraper to collect comments, replies, and user data from YouTube videos 💬📊 Ideal for sentiment analysis, audience insights, and research. Fast, accurate, and scalable.

Scrapers Hub

YouTube Comments Scraper

spectre_scrape/youtube-comments-scraper

Extract YouTube comments data from one or multiple YouTube videos: full comment text, posting date, author username, video title, videoId. Download YouTube comments in JSON, CSV, and Excel.