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Tools / Instagram / Scraper

Scrape the comments under a brand's Instagram post

Paste the URL of a public Instagram post. RouterGrowth scrapes the comments under it and returns each one as a record with its text, author handle, likes and time, so the agent can pull out product requests, complaints or questions without you scrolling the thread.

Real run: 10 records $0.004025 per comment social.comments MCP · REST · CLI

Ask your agent

Scrape the comments on this Instagram post and list every product people ask the brand to make.

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
4.8 sto answer
$0.04025charged for the run
textauthorlikescreated_at
@summerfridays you all NEED to release a lip mask@ar***02026-10-19
Love this natural beauty glow! The lip stands out in the best way! 🫦@ka***02026-10-19
absolutely perfect@au***02026-10-18

Ten comments on a Summer Fridays post from the day before the run. The first one is a product request.

Step by step

How do you do it?

  1. Find the post

    Paste a post URL, or have social.posts list a brand's recent posts and pick the one with the most replies.

  2. Scrape the thread

    social.comments takes the URL and a limit and returns the comments, newest first in this run.

  3. Ask what is in it

    Have the agent group the comments into requests, complaints and praise, or find every one that names a competitor.

Price

What does it cost?

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

$0.004025per 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 the comments on this Instagram post and list every product people ask the brand to make.

Take the five most commented posts from this brand this month and summarise the complaints across them.

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.instagram.com/p/DepKoAOGnE1/", "platform": "instagram", "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.instagram.com/p/DepKoAOGnE1/", "platform": "instagram", "limit": 10}}'

Worth knowing

What should you know first?

Reply counts may be empty

On this Instagram run the replies field came back empty for every comment. Text, author, likes and time were filled.

One post per call

The input is one post URL. For several posts, the agent runs them one after another.

Public posts only

Comments on private accounts are out of reach, and nothing is posted or liked on your behalf.

FAQ

Questions about instagram comment scraper

What does each comment include?

The comment text, author handle, likes, created_at and the post URL. Reply counts are not always filled on Instagram.

Do I need to log in to Instagram?

No. The scraper reads public posts with no account of yours.

Can it reply to comments?

No. social.comments only reads.

How many comments can I get?

Set the limit. Start with 10 to check the thread, then raise it.

More on Instagram

Related pages

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

One key. Every network.

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