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How Claude reads public LinkedIn posts, jobs and companies

On its own, Claude does not log in to LinkedIn or browse it at scale. Connect the RouterGrowth MCP and it can read public LinkedIn data as tool calls: a company page's posts, keyword searches, job postings and company records. It never uses your LinkedIn login, so nothing is scraped from behind it.

Real run: 5 records $0.0035 per post social.posts MCP · REST · CLI

Ask your agent

What has Zapier posted on LinkedIn this month, and which post got the most comments?

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.

5records returned
7.7 sto answer
$0.017588charged for the run
textcreated_atlikesreplies
Every time you build a Zap, I do this:2026-10-16422
Miami, bring your laptop and your AI questions! Lunch is on us 🌴 We're hosting a pop-up coworking space & panel discussion on getting real…2026-10-154916

Five posts from Zapier's company page feed: three were Zapier's own and two were written by people at the company.

Step by step

How do you do it?

  1. Add the MCP server

    Connect RouterGrowth to Claude (claude.ai, Claude Desktop or Claude Code). A new workspace starts with $1 of credit.

  2. Ask in plain words

    Ask Claude for a company page's latest LinkedIn posts. It calls social.posts with the page as company/<name>.

  3. Let it chain calls

    Claude can follow with social.search for a keyword, company.jobs for open roles or company.enrich for firmographics.

  4. Keep the answer

    Ask for a table, a summary or a CSV of what it read.

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.

What has Zapier posted on LinkedIn this month, and which post got the most comments?

Find LinkedIn posts about AI enablement this week and tell me which companies wrote them.

Is Zapier hiring in sales right now? List the roles and summarise what the company does.

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/zapier", "limit": 5}'
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/zapier", "limit": 5}}'

Worth knowing

What should you know first?

Public data, no login

Claude reads what LinkedIn shows publicly through RouterGrowth's providers. Your feed, inbox and connections are out of reach for this call.

Read-only here

These calls only read. Nothing is liked, posted or sent from any account.

Check who wrote it

A company page feed can include posts by employees. The author field tells them apart.

FAQ

Questions about can claude scrape linkedin

Can Claude scrape LinkedIn by itself?

Not reliably. Claude's own browsing does not log in to LinkedIn, and LinkedIn limits automated access. Through an MCP server it gets public LinkedIn data as structured results.

Does it need my LinkedIn password or cookie?

No. The RouterGrowth MCP uses a RouterGrowth key; no LinkedIn credentials are shared.

Does this work in Claude Code and Cursor?

Yes. The same MCP server connects to Claude, Claude Code, Cursor, ChatGPT and Codex.

Can Claude read personal profiles?

Public profile data is available through separate calls. This page covers company pages, which is where most research starts.

More on LinkedIn

Related pages

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

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