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Tools / LinkedIn / Scraper

Scrape a LinkedIn company page's posts with likes, comments and reposts

Name a LinkedIn company page. RouterGrowth reads its recent public posts and returns them as rows with text, link, date, likes, comments and reposts. There is no browser extension to keep logged in and no script to fix when LinkedIn changes its pages; the agent gets the posts and works on them.

Real run: 6 records $0.0035 per post social.posts MCP · REST · CLI

Ask your agent

Scrape Canva's last 30 LinkedIn posts and tell me which formats get the most reposts.

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.posts (social posts & content), run through RouterGrowth on October 19, 2026. These are the first rows it returned; fields that name a person are masked.

6records returned
8.4 sto answer
$0.021088charged for the run
textcreated_atlikesrepliesreposts
Still manually resizing your posts? Not after this quick tip from #DesignSchool. Learn more here https://lnkd.in/e_bUwNWp #CanvaWorldTour2026-10-1568126
Have you heard? New bite-sized lessons from our partners have just landed in Design School. Learn how to level up your workflow and unlock…2026-10-14113522
“Sending over a quick pre-read ahead of the meeting...” But how many pages is too many pages? 👀2026-10-1313094

Six posts read from Canva's company page; five are Canva's own and one is a post by another company that appeared in the page feed.

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 page

    Give the company page as company/canva or its full URL, and how many posts to read.

  3. Get the posts

    social.posts returns each post with its link, text, date and engagement.

  4. Compare and report

    Ask which topics drew the most comments, or line the page up against a competitor's.

Price

What does it cost?

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

$0.0035per post
$0.000088per call, on top of the posts
$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 Canva's last 30 LinkedIn posts and tell me which formats get the most reposts.

Compare the last 20 posts of these three company pages by average comments per post.

Take the post with the most comments on our page and summarise what people asked under it.

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.posts -i '{"platform": "linkedin", "handle": "company/canva", "limit": 6}'
REST
curl -X POST https://api.routergrowth.com/v1/run \
  -H "Authorization: Bearer $ROUTERGROWTH_API_KEY" \
  -d '{"capability": "social.posts", "input": {"platform": "linkedin", "handle": "company/canva", "limit": 6}}'

Worth knowing

What should you know first?

No extension, no login

The posts are read on RouterGrowth's providers. Your LinkedIn session is never used.

Check the author

In this run one of six posts came from another company. Filter on author when only the page's own posts matter.

Engagement, not reach

Likes, comments and reposts come back; impressions are private to page admins and are not returned.

FAQ

Questions about linkedin post scraper

Can it scrape a page I do not manage?

Yes, when the page and its posts are public. No admin access is needed.

Does it return impressions?

No. Only public engagement: likes, comments and reposts.

Can I get the comments too?

Yes. Pass a post URL to social.comments to read the thread under it.

How far back does it go?

Set limit to the number of recent posts you want. Sort on created_at if the order matters.

More on LinkedIn

Related pages

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

One key. Every network.

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