YouTube Comments Scraper

io.github.sumitrmardyPublished by GitHub account sumitrmardyv1.0.0Updated Oct 29, 2026

Public YouTube comments and linked replies, Top/Newest sorting, likes and video metadata.

VerifiedStreamable HTTPWeb executableWeb Search & Scraping

Overview

AI-generated overview

Remote Apify-hosted MCP server that lets an assistant pull public YouTube comments, replies, likes and video metadata.

What you can do
  • Retrieve public comments from YouTube videos, including linked replies.
  • Sort comments by Top or Newest.
  • Read like counts and video metadata alongside the comments.
  • No tool list is published, so exact operations are not documented.
When to use it
Useful when you want an assistant to gather public audience feedback, sentiment or discussion from YouTube videos without writing scraping code yourself.
Requirements
Remote streamable HTTP endpoint at mcp.apify.com. OAuth sign-in is required; clients without OAuth can instead send an Apify API token in the Authorization header. An Apify account is needed.
Before you install
The Authorization header carries an Apify API token, a billable account credential; keep it private. Apify usage may incur charges depending on your plan. Only public comment data is described, but scraped content is third-party material and should be treated as untrusted.

Installation

In SourceWeft

  1. Open YouTube Comments Scraper in the dashboard and add it to a workspace.
  2. Connect the required credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.sumitrmardy%2Fyoutube-comments-scraper/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.

{
  "mcpServers": {
    "youtube-comments-scraper": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=sumitr_mardy/youtube-comments-scraper"
    }
  }
}

Tools

0
This server asks you to sign in, so SourceWeft could not read its tools without an account and has not indexed them. What a connected account sees can depend on that account and its permissions.

Version history

1
  1. v1.0.0LatestOct 29, 2026

Score

67% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.