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Tools / LinkedIn / Scraper

Scrape LinkedIn posts that mention a keyword, without running a scraper

Give your agent a keyword. RouterGrowth searches public LinkedIn posts for it and returns rows with the text, author, date, likes and comment count. Nothing runs on your machine and no LinkedIn account is used, so there is no headless browser to patch, no proxy pool and no account to get restricted.

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

Ask your agent

Find LinkedIn posts from this week about revenue operations and list the companies that are hiring for it.

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

6records returned
5.0 sto answer
$0.021088charged for the run
textauthorcreated_atlikesreplies
Hi everyone! We are hiring for a Head of Revenue Operations position here at Exclusive Networks NA If you're looking for a company that val…Da***2026-10-16101
SALES OPERATIONS + BUSINESS ANALYTICS PROFESSIONALS: NVIDIA is hiring. Sales Operations Analyst Remote, California | Full-time My hiring-si…Ye***2026-10-1832
Revenue is up. Customers are coming. The market is impressed. Everything says the strategy is working. But does it tell you what happens ne…Me***2026-10-13186

Six public posts for "revenue operations", all from the past week; two announce open RevOps or sales operations roles.

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. Name the keyword

    Ask for LinkedIn posts about a topic, a product or a competitor, and how many to read.

  3. Read the rows

    social.search returns each post with its link, text, author, date and engagement counts.

  4. Act on the signal

    Have the agent keep the hiring posts, the complaints or the questions, and pass the companies to the next call.

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.

Find LinkedIn posts from this week about revenue operations and list the companies that are hiring for it.

Search LinkedIn for 'revops' and 'revenue operations', merge the results and keep posts with more than five comments.

For every post that announces a RevOps hire, enrich the hiring company from its domain.

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

Worth knowing

What should you know first?

No scraper to keep alive

LinkedIn changes its pages and blocks automated sessions. The providers behind the call handle that, so your agent only sees rows.

Public posts only

The search reads public posts. It does not open your feed, your connections or Sales Navigator, and it never logs in as you.

Authors are people

Most posts are written by individuals. The sample masks their names; treat what you keep with the same care.

FAQ

Questions about linkedin scraper

Does it need my LinkedIn login or cookie?

No. The call runs on RouterGrowth's providers with your RouterGrowth key and no LinkedIn session.

Can my LinkedIn account get restricted?

No account of yours is involved in the search, so nothing is sent from it.

Does it return emails or full profiles?

No. social.search returns posts. For people use people.search, and for a work email contact.find.

Can I filter by date or location?

The input is the platform, the keyword and a limit. Filter on created_at after the call, or put a place in the keyword.

More on LinkedIn

Related pages

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

One key. Every network.

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