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Tools / YouTube / Scraper

Scrape the comments under a YouTube video into rows for your agent

Paste a YouTube video link. RouterGrowth scrapes the comments under it and returns rows with text, author, likes, reply count and when each was posted. Point it at a product launch video and the agent gets the feature requests, bug reports and objections viewers left, with no API quota or scraper code.

Real run: 10 records $0.002625 per comment social.comments MCP · REST · CLI

Ask your agent

Scrape 200 comments under Figma's latest launch video and group them into feature requests, bugs and objections.

Connect RouterGrowth once, then ask in plain words. New workspaces start with $1 of credit. Get a key or read the setup guide.

A real run

What does it return?

One call to social.comments (post comments), run through RouterGrowth on October 19, 2026. These are the first rows it returned; fields that name a person are masked.

10records returned
23.4 sto answer
$0.02625charged for the run
textauthorlikesposted
can we connect our CLOUDE MCP to this feature?@SE***11 day ago (edited)
i dont see the codelayer option in the toolbar@ma***02 days ago
I have feeling that people working in Figma never worked on a real project...and that sounds diabolical 💀💀@Pa***173 days ago

Ten comments under Figma's code layers launch video: a question about MCP support, a missing toolbar option and a sceptical take with 17 likes.

Step by step

How do you do it?

  1. Connect RouterGrowth once

    Add the MCP server to Claude, ChatGPT, Claude Code, Codex or Cursor. A new workspace starts with $1 of credit, enough to run this example many times.

  2. Pick the video

    Paste the link of a launch, a review or a competitor's demo, and how many comments to read.

  3. Get the comments

    social.comments returns each one with text, author, likes, replies and posting time.

  4. Sort the feedback

    Ask the agent to tag each comment as a question, a request, a bug or an objection.

Price

What does it cost?

List prices on YouTube, read from the catalog when this page was built. The exact figure is quoted before every run, and a monthly plan lowers it.

$0.002625per comment
$0.002minimum for a call that returns results
$0when the call finds nothing

In practice

What do you ask it?

You describe the job; the agent picks the calls, shows the price and runs them.

Scrape 200 comments under Figma's latest launch video and group them into feature requests, bugs and objections.

Read the comments under a competitor's last three uploads and list every complaint about pricing.

Find YouTube reviews of our product and pull the comments under the top two.

Connect

How do you connect it?

One MCP server for Claude, ChatGPT, Claude Code, Codex and Cursor, or the same call over the CLI and REST with the input above.

MCP server
claude mcp add --transport http routergrowth https://api.routergrowth.com/mcp
CLI
npm install -g routergrowth && routergrowth setup
routergrowth run -c social.comments -i '{"url": "https://www.youtube.com/watch?v=ukY9Dvwm7Gc", "platform": "youtube", "limit": 10}'
REST
curl -X POST https://api.routergrowth.com/v1/run \
  -H "Authorization: Bearer $ROUTERGROWTH_API_KEY" \
  -d '{"capability": "social.comments", "input": {"url": "https://www.youtube.com/watch?v=ukY9Dvwm7Gc", "platform": "youtube", "limit": 10}}'

Worth knowing

What should you know first?

Launch feedback in one call

Comments under a launch video are early product feedback; here a missing toolbar option showed up in the first ten.

Times are relative

Posting time comes back as YouTube shows it, such as "2 days ago"; date the run if you store it.

No scraper on your side

YouTube's pages and limits are handled behind the call. A video with no comments returns no rows and no charge.

FAQ

Questions about youtube comment scraper

Do I need a YouTube Data API key?

No. The call uses your RouterGrowth key, with no Google Cloud project or quota.

Does it include replies to comments?

Each comment carries its reply count, so you can see which ones started a thread.

Can it scrape comments on Shorts?

Pass the Short's link as the URL the same way as for a video.

How many comments can I get?

Set limit to what you need. The charge covers the comments returned.

More on YouTube

Related pages

Reading this as an agent? This page as markdown: /tools/youtube/comment-scraper.md

One key. Every network.

Connect your agent once. The first calls run on the $1 that comes with signup.