# LinkedIn MCP: Let Claude Pull Jobs, Leads & Posts for You

> Claude can't open LinkedIn. Here's how I got it pulling jobs, leads with verified emails, companies and employees, posts and engagement via lobstr.io's MCP.

- **Author**: Shehriar Awan
- **Published**: 2026-10-01 (1 Oct 2026)
- **Reading time**: 17 min
- **Canonical**: https://www.lobstr.io/blog/linkedin-mcp

---

## 15-Second Summary

* **Claude and ChatGPT can't open LinkedIn**, so unless you hand them your own browser, jobs, companies, people and posts are all out of reach
* **There's no official LinkedIn MCP**, and LinkedIn's API terms rule out using member data to find prospects
* **Third-party servers exist**, but plenty are dead, and the live ones drive your browser or split the job
* **[lobstr.io](https://www.lobstr.io)'s MCP gets Claude working on LinkedIn**: jobs, leads, search, company pages and their employees, posts and who engaged, some of it without a LinkedIn account
* **People come with verified work emails**, and you only pay for the ones it finds
* **This guide gives you the install and a real prompt for each job**

---

You want Claude to do your LinkedIn work.

Find the SDR jobs posted this week, size up 5 competitors, list a company's sales team, see who commented on a rival's post, and get the work emails behind all of it.

Ask, and it can't, because **neither Claude nor ChatGPT can open LinkedIn.**

![15-Second Summary](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_15_second_summary_34ea1c26c9.png "width=1752;height=848")

Push Claude anyway and LinkedIn answers with an HTTP 999 error, as one Claude Code user [reported](https://github.com/anthropics/claude-code/issues/83984).

![15-Second Summary](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_15_second_summary_2_cbefc1ba38.png "width=1900;height=548")

The only way in is your own browser.

Claude in Chrome can click through LinkedIn in your logged-in Chrome, but it's your account doing the clicking, and Anthropic makes you responsible for respecting the site's terms.

LinkedIn's robots.txt is blunt about those: automated access without its permission "is strictly prohibited".

![LinkedIn robots.txt blocking Claude-User and ChatGPT-User site-wide](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_15_second_summary_3_1b1ff5c813.png "width=1372;height=876")


So people fall back to doing it by hand, and as one r/LeadGeneration poster put it, "manually copying 200+ profiles is insane".

> I got Claude doing all of that with [lobstr.io](https://www.lobstr.io)'s LinkedIn MCP, **from one chat and without lending it my browser.**

So, is there an official LinkedIn MCP?

## Is there an official LinkedIn MCP?

> Short answer: **no, and LinkedIn's terms would stop it building a lead list anyway.**

Neither LinkedIn nor Microsoft publishes one, and Claude's connector directory has nothing from LinkedIn either:

![Claude's connector directory searched for LinkedIn, no LinkedIn connector](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_is_there_an_official_linkedin_mcp_78ff2e408d.png "width=1232;height=974")

The closest thing is Microsoft Foundry, which can wrap Microsoft's [LinkedIn V2 connector](https://learn.microsoft.com/en-us/connectors/linkedinv2/) as a managed MCP server, in preview.

That connector only posts articles and lists pages you admin.

**No search, no profiles, no people.**

The APIs underneath are no better: other people's profiles are partner-only, and the [Sales Navigator API](https://www.lobstr.io/blog/linkedin-sales-navigator-api) isn't taking new partners.

And even with partner access, you couldn't build a lead list.

Section 3.1(e) of LinkedIn's [Marketing API terms](https://www.linkedin.com/legal/l/marketing-api-terms) lists what you must not do with member data, and number 5 is exactly the job:

> "use Member Data (other than Lead Form Response Data or Page Messaging Data …) for advertising, sales, or recruiting use cases (including to identify sales or marketing prospects or prospective talent for hire, for lead creation, to enhance customer data in a CRM or marketing automation platform, to build an audience list, or for ad targeting purposes)"

![LinkedIn Marketing API terms, section 3.1(e)(5), highlighted](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_is_there_an_official_linkedin_mcp_2_c0c0d6728e.png "width=1185;height=1008")

So the official route is a dead end twice.

What about the third-party ones?

## What about third-party LinkedIn MCP servers?

Search GitHub for a LinkedIn MCP server and some of the first hits are already dead:

- `adhikasp/mcp-linkedin` ... the repo is gone, but PulseMCP, Glama and Smithery still list it
- `dbogardus/proxycurl_mcp` ... it wraps Proxycurl, which has since shut down
- **Docker's MCP Catalog** ... its LinkedIn entry serves a build that's over a year old, and it ranks on page one

![GitHub 404 for adhikasp/mcp-linkedin above its still-live PulseMCP listing](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_what_about_third_party_linkedin_mcp_servers_f1f18ce82d.png "width=1639;height=1665")

There are good ones too, and the most popular open-source server is still actively maintained.

But most share one shape.

Either the agent drives your logged-in browser, or it chains separate tools for search, profiles and emails, each billed on its own.

I'm putting the serious ones head to head in a follow-up, and my [PhantomBuster alternatives](https://www.lobstr.io/blog/phantombuster-alternatives) cover the non-MCP side.

What I wanted was one connector that covers all of LinkedIn from the chat, emails included.

So I plugged in lobstr.io's.

## What does lobstr.io's LinkedIn MCP give you?

[lobstr.io](https://www.lobstr.io) is a no-code cloud scraping platform with 50+ ready-made scrapers, and its MCP server puts all of them inside your AI client, LinkedIn included.

![lobstr.io store filtered to its LinkedIn scrapers](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_what_does_lobstrios_linkedin_mcp_give_you_e33e97db1f.png "width=948;height=1288")

[Scrape LinkedIn Leads With Work Emails](https://www.lobstr.io/store/linkedin-leads-scraper)

It gets past both walls: it reads LinkedIn itself, and whenever you ask about people, it finds the work email too.

- **A status on every email** ... and you're only charged when one is found
- **Chains in one chat** ... job posts to recruiters, employees to profiles, posts to commenters
- **Your LinkedIn account, synced once** ... 6 of the 9 use your synced session, never your password
- **Any MCP client** ... Claude, ChatGPT, Cursor and Codex, per the [MCP docs](https://docs.lobstr.io/docs/mcp)

| Scraper | Input | You get | Account |
|---|---|---|---|
| [Jobs](https://www.lobstr.io/store/linkedin-jobs-scraper) | A job search in plain words | Job, company, location, date, salary and recruiter when listed | No |
| [Profile & Email (No Login)](https://www.lobstr.io/store/linkedin-profile-email-scraper-no-login) | Profile URL | Profile, work email, email status | No |
| [Company](https://www.lobstr.io/store/linkedin-company-scraper) | Company URL | Size, followers, industry, HQ, website, founded, specialties | No |
| [Leads](https://www.lobstr.io/store/linkedin-leads-scraper) | People search URL | Name, title, company, location, work email | Yes |
| [Company Employees](https://www.lobstr.io/store/linkedin-company-employees-scraper) | Company URL + keyword | Name, headline, connection degree, profile URL | Yes |
| [Profile](https://www.lobstr.io/store/linkedin-profile-scraper) | Profile URL | Current role, location, connections, work email | Yes |
| [Posts](https://www.lobstr.io/store/linkedin-posts-scraper) | Company or profile URL | Date, text, likes, comments, shares | Yes |
| [Commenters & Likers](https://www.lobstr.io/store/linkedin-post-commenter-and-liker-scraper) | Post URL | Name, profile URL, comment | Yes |
| [Search](https://www.lobstr.io/store/linkedin-search-scraper) | People, company or post search URL | Results, plus their details | Yes |

It's all priced in credits: 1 per row on 8 of the 9, 3 per profile on No Login, and 9 more per email found.

A credit costs $2 per 1,000 on Starter and $0.50 on Team, with every plan on the [pricing page](https://www.lobstr.io/pricing):

![lobstr.io pricing page with credits per plan](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_what_does_lobstrios_linkedin_mcp_give_you_2_57e542bf45.png "width=1288;height=924")

- **Free tier** ... 100 credits on signup.
- **Entry** ... $2 per 1,000 rows, and $18 per 1,000 emails found
- **At scale** ... $0.50 per 1,000 rows, and $4.50 per 1,000 emails found

So how do you plug it in?

## How to connect the LinkedIn MCP to Claude

You add lobstr.io's LinkedIn MCP as a custom connector, on claude.ai, Claude Desktop or Claude Code.

If you connected it for my [Google Maps MCP guide](https://www.lobstr.io/blog/google-maps-mcp), you're already set.

### On claude.ai and Claude Desktop

Open `Settings`, then `Connectors`, click `Add` and choose `Add custom connector`.

Name it `lobstr.io`, paste `https://mcp.lobstr.io/mcp` and hit `Continue`.

![Claude's Add custom connector dialog filled in for lobstr.io](https://d37gzvgyugjozl.cloudfront.net/googlemapsmcp_on_claudeai_and_claude_desktop_f1eea6a704.png "width=2044;height=1504")

> **Pro tip**
>
> That trailing `/mcp` matters.
>
> Leave it off and nothing connects

Claude fills in `Sign in now` and `Register automatically` on its own, so hit `Add`.

Then click the button under Claude's "not connected" message, and you land on lobstr.io's consent page with 6 permissions:

![Adding lobstr.io in Claude, through to lobstr.io's consent page with 6 permissions](https://d37gzvgyugjozl.cloudfront.net/googlemapsmcp_on_claudeai_and_claude_desktop_fa6619c769.gif)

- `crawlers:read` ... discover and inspect scrapers
- `runs:read` ... monitor run status
- `results:read` ... read your scraped data
- `account:read` ... see your synced accounts, LinkedIn included, and their status
- `profile:read` ... see your profile, plan and credit balance
- `runs:execute` ... launch runs, which spends credits

Hit `Allow access` and the connector is live.

**There's no API key to copy anywhere.**

### On Claude Code

It's one command:

```bash
claude mcp add --transport http lobstr https://mcp.lobstr.io/mcp
```

The first time you use it, the same approval opens in your browser.

The [Claude integration guide](https://help.lobstr.io/integrations/claude) has a setup video and a full-run video, and [Cursor](https://help.lobstr.io/integrations/cursor) takes the same URL.

ChatGPT works too, with a bit more setup.

## How to connect the LinkedIn MCP to ChatGPT

Before you start, **you need Developer mode on**, or the option to add your own plugin never shows up.

On Business and Enterprise workspaces, custom plugins can also need an admin's approval.

Honestly, Claude is the smoother path: ChatGPT also wants the plugin switched on in every chat.

### Step 1: Turn on Developer mode

Go to `Settings`, then `Plugins`, then `Developer mode`, and switch it on:

![ChatGPT's Developer mode toggle switched on](https://d37gzvgyugjozl.cloudfront.net/googlemapsmcp_step_1_turn_on_developer_mode_49785a5d8a.gif)

### Step 2: Add the plugin

Back in `Plugins`, add a new custom plugin.

Name it `lobstr.io`, set the server URL to `https://mcp.lobstr.io/mcp`, pick `OAuth`, tick `I understand and want to continue` and hit `Create`:

![ChatGPT's new plugin form filled in for lobstr.io](https://d37gzvgyugjozl.cloudfront.net/googlemapsmcp_step_2_add_the_plugin_691221ffa7.png "width=1940;height=1396")

Then hit `Allow access` on the same consent page.

### Step 3: Switch it on in the chat

Turn the plugin on in the conversation you want to use it in.

The [ChatGPT integration guide](https://help.lobstr.io/integrations/chatgpt) has a setup video and a full-run video.

Once it's connected, the prompts are the same in both.

Let's run them.

## How to use lobstr.io's LinkedIn MCP for jobs, leads, companies & posts

You ask in plain English, and the AI picks the right tool, fills in the settings, runs it and reads you the results.

Here's a prompt for each job, starting with the ones that need no LinkedIn account.

Start every prompt with "Use lobstr.io", so the AI knows which connector you mean.

### Step 1: Pull job posts from plain words

Jobs needs nothing but a sentence, so it's the easiest start:

```md
Use lobstr.io to find 25 SDR jobs posted on LinkedIn in the United States in the past week, with company details. Show them in a table.
```

Claude asks before each lobstr.io tool call, and `Allow once` approves just that one:

![Claude asking permission to use a lobstr.io tool](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_1_pull_job_posts_from_plain_words_65e04b360e.png "width=1520;height=700")

The card to read is the one for `run_scraper`.

**It's the tool that launches the run and spends your credits**, and here it shows the job search Claude built from my words, past-week filter included:

![Claude's Run Scraper card for a past-week SDR job search](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_1_pull_job_posts_from_plain_words_2_6762a26d98.png "width=800;height=1000")

Runs from the chat are real runs.

They use a Slot and show up in your dashboard, like any other.

Claude puts the jobs in a table, company details included:

![25 SDR jobs from LinkedIn in a Claude table](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_1_pull_job_posts_from_plain_words_3_8995e361a9.png "width=1237;height=952")

Claude reads small runs straight into the chat with `get_results`.

For thousands, ask for the download link (`get_results_url`) and get a file instead.

Every run also stays in your dashboard as CSV, Excel, JSON or JSONL, for 45 days on Starter and Pro, 90 on Team and Business and 7 on Free.

[Scrape LinkedIn Jobs](https://www.lobstr.io/store/linkedin-jobs-scraper)

Jobs tell you who's hiring.

The recruiters behind them are who you email.

### Step 2: Get the recruiters' work emails, no account needed

Same chat, one follow-up:

```md
For the jobs that list a recruiter, get each recruiter's LinkedIn profile and work email with lobstr.io, without using my LinkedIn account.
```

Claude handed the recruiters to Profile & Email (No Login).

**That's the first chain, and I never named a scraper.**

LinkedIn only lists a recruiter on some jobs, so you get the ones that do.

Each one comes back with a work email and its status:

![Recruiters with partly blurred work emails and their status](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_2_get_the_recruiters_work_emails_no_3d47548297.png "width=1315;height=924")

My guide to [extracting emails from LinkedIn](https://www.lobstr.io/blog/extract-emails-from-linkedin) covers other routes, and the [email extractor roundup](https://www.lobstr.io/blog/best-linkedin-email-extractor) compares the tools.

[Get LinkedIn Profiles & Emails Without an Account](https://www.lobstr.io/store/linkedin-profile-email-scraper-no-login)

And the companies doing the hiring?

### Step 3: Compare company pages side by side

Company needs no account either:

```md
Use lobstr.io to pull the LinkedIn company pages of HubSpot, Gong, Outreach, Salesloft and Apollo.io: size, industry, HQ, website, followers and specialties. Put them side by side in a table.
```

Claude lines them up side by side:

![Claude's side-by-side table of 5 LinkedIn company pages](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_3_compare_company_pages_side_by_side_61f660fc3e.png "width=1316;height=909")

Names work, but Claude has to guess each page, and a guess can land on the wrong company.

> **Pro tip**
>
> Paste company URLs, not names.
>
> My [LinkedIn URL guide](https://www.lobstr.io/blog/linkedin-url-example) shows what each kind looks like

[Scrape LinkedIn Company Pages](https://www.lobstr.io/store/linkedin-company-scraper)

That's the no-account trio.

To go deeper, you sync an account.

### Step 4: Sync your LinkedIn account once

Everything from here on sees LinkedIn as a logged-in member, so it needs your LinkedIn account synced to lobstr.io.

That puts 2 accounts in play: your lobstr.io account pays for the credits, and your LinkedIn account is the one lobstr.io logs in as.

**Syncing happens outside the chat, and the MCP can't do it.**

Install the [lobstr.io Chrome extension](https://www.lobstr.io/chrome-extension), log in to LinkedIn and sync the account from your dashboard, once per account.

It copies your login cookies, never your password.

![lobstr.io dashboard Accounts page with a synced LinkedIn account and the New account button](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_4_sync_your_linkedin_account_once_ff1b8bdbad.png "width=1568;height=468")

The [account sync guide](https://help.lobstr.io/getting-started/account-sync) walks through it.

Then the MCP takes over.

`list_accounts` lists your accounts, `get_account` checks one and `attach_account` links it to a Squid, lobstr.io's name for a scraper job.

It checks before it runs, too.

If a synced account's cookies have expired, Claude tells you which one:

![Claude listing 3 synced LinkedIn accounts: 1 Healthy, 2 Cookies expired](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_4_sync_your_linkedin_account_once_2_6072958d40.png "width=1456;height=825")

A fresh sync in the extension fixes an expired one.

With one healthy account, Claude attaches it on its own, and with more, you name the one you want.

And **LinkedIn gives every account a daily limit.**

A run that hits it pauses and relaunches itself about 24 hours later, and my [LinkedIn limits overview](https://www.lobstr.io/blog/linkedin-limits) has the numbers.

Synced?

Now for leads.

### Step 5: Turn a LinkedIn search into leads with work emails

The Leads scraper reads a regular LinkedIn people search, so build the search on LinkedIn and paste its URL.

"Leads" here means people from that search, not Sales Navigator's saved leads, which get their own scrapers in step 11.

```md
Use lobstr.io to get 20 leads with work emails from this LinkedIn search: https://www.linkedin.com/search/results/people/?keywords=head%20of%20growth%20saas&origin=SWITCH_SEARCH_VERTICAL Attach both of my connected LinkedIn accounts. Show name, title, company, location and email in a table.
```

Here's how that looks in Claude, search URL and all:

![My Leads prompt in Claude with a pasted LinkedIn search URL](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_5_turn_a_linkedin_search_into_leads_with_124883c483.png "width=1274;height=266")

Then the confirmation gate kicks in.

**Above 100 credits, `run_scraper` won't launch until you say yes**, so Claude comes back with its setup and cost first:

![Claude pausing a Leads run over 100 credits to explain its setup](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_5_turn_a_linkedin_search_into_leads_with_2_f7659f94e3.png "width=1281;height=952")

Read it before you confirm, in case Claude left out a setting you wanted.

You get each lead with their title, company, location and work email:

![20 Head of Growth leads, 16 with partly blurred work emails](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_5_turn_a_linkedin_search_into_leads_with_3_4961aae80d.png "width=1315;height=890")

My [LinkedIn leads scraper roundup](https://www.lobstr.io/blog/best-linkedin-leads-scraper) compares the other options.

[Scrape LinkedIn Leads With Work Emails](https://www.lobstr.io/store/linkedin-leads-scraper)

A search spans companies.

What if you want everyone at one company?

### Step 6: List a company's employees

This prompt runs 2 scrapers back to back:

```md
Use lobstr.io to list 15 people who work in sales at Gong (https://www.linkedin.com/company/gong-io/), then pull the full LinkedIn profiles with work emails of the 5 most senior ones. Attach both of my connected LinkedIn accounts.
```

Company Employees goes first, with each person's name, headline and connection degree:

![15 Gong sales people from the Company Employees Scraper](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_6_list_a_companys_employees_5078b9ee6c.png "width=1316;height=731")

The keyword matches loosely, so "sales" can also catch sales recruiters.

[Scrape LinkedIn Company Employees](https://www.lobstr.io/store/linkedin-company-employees-scraper)

Then Claude takes the 5 most senior to the Profile scraper.

### Step 7: Pull full profiles with work emails

Each profile comes back with the current role, location, connections and **an @gong.io work email**:

![Gong sales leaders with partly blurred @gong.io work emails](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_7_pull_full_profiles_with_work_emails_914fa1dd1d.png "width=1316;height=838")

Prefer the dashboard?

My guide to [scraping LinkedIn profiles](https://www.lobstr.io/blog/scrape-linkedin-profiles) covers it, and the [profile scraper roundup](https://www.lobstr.io/blog/best-linkedin-profile-scrapers) compares the options.

[Scrape LinkedIn Profiles With Work Emails](https://www.lobstr.io/store/linkedin-profile-scraper)

People are half of it.

What a company posts, and who reacts, is the other half.

### Step 8: Grab a company's latest posts

This prompt pulls a company's posts, then the people who commented:

```md
Use lobstr.io to get Gong's 5 latest LinkedIn posts (https://www.linkedin.com/company/gong-io/), then list up to 30 people who commented on the most-engaged one, with their headlines. Attach both of my connected LinkedIn accounts.
```

You get each post with its likes, comments and shares:

![Gong's 5 latest LinkedIn posts with engagement](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_8_grab_a_companys_latest_posts_df3ab81249.png "width=1456;height=717")

[Scrape LinkedIn Posts](https://www.lobstr.io/store/linkedin-posts-scraper)

The most-engaged one is where the commenters come in.

### Step 9: See who commented

Same prompt, second half.

Claude passes the top post's URL to Commenters & Likers:

![The 5 commenters on Gong's top post](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_9_see_who_commented_33b0b7d82e.png "width=1435;height=840")

Each one comes with a name, a profile URL and the comment.

For headlines and emails, send those URLs to the Profile scraper, like step 7.

[Scrape LinkedIn Post Commenters & Likers](https://www.lobstr.io/store/linkedin-post-commenter-and-liker-scraper)

And one prompt does a bit of all of this.

### Step 10: Use Search as the all-in-one

Search takes any LinkedIn people, company or post search URL, and can add each result's details:

```md
Use lobstr.io to pull 15 companies from this LinkedIn company search, with company details: https://www.linkedin.com/search/results/companies/?keywords=sales%20engagement%20software Attach my healthy LinkedIn account. Show name, industry, size, HQ, website and followers in a table.
```

Claude returns the companies with their details:

![Companies from a LinkedIn company search, with their details](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_10_use_search_as_the_all_in_one_3c1da1c858.png "width=1351;height=742")

The catch is LinkedIn's own search.

It matches loosely, so a broad keyword pulls in plenty of companies that don't fit.

> **Pro tip**
>
> Refine the search on LinkedIn until the first page looks right, then paste that URL.
>
> My [LinkedIn search guide](https://www.lobstr.io/blog/linkedin-search-ultimate-guide) has the filters worth knowing

[Scrape Any LinkedIn Search](https://www.lobstr.io/store/linkedin-search-scraper)

And if you live in Sales Navigator?

### Step 11: Sales Navigator works the same way

lobstr.io has three more scrapers for Sales Navigator, for leads, companies and profiles.

**The basics are the same, so if you have a Sales Nav seat, it's just prompting.**

![lobstr.io Sales Navigator Leads Scraper store page](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_step_11_sales_navigator_works_the_same_way_24891edf90.png "width=1568;height=688")

The prompt takes a Sales Navigator search URL, and the scrapers need a synced Sales Navigator account, because a LinkedIn account can't run them.

I'm giving the Sales Navigator MCP its own article soon.

Until then, my [Sales Navigator scraping guide](https://www.lobstr.io/blog/how-to-scrape-linkedin-sales-navigator) covers the same scrapers in the dashboard.

[Scrape Sales Navigator Leads](https://www.lobstr.io/store/sales-navigator-leads-scraper)

So you've got the data.

What now?

## What can you do with your LinkedIn data?

The data gets really useful once a few AI agents work on it together.

Here are 3 setups you can run with Claude or ChatGPT on top of lobstr.io's MCP.

### An account brief before the first touch

Give Claude one target company, and it comes back with what the company posts about, who sits on the buying committee, what each of them posts on their own, and a first line for each person.

![Multi-agent Claude setup that turns one target company and its people's posts into an account brief with contacts and first lines](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_an_account_brief_before_the_first_touch_2372e77f41.png "width=3200;height=1920")

### Outreach on hiring signals

A company hiring SDRs this week is building a sales team, so every fresh job post becomes a reason to reach out.

The agents find the decision-maker, check the company fits, and write an opener around the post.

![Multi-agent Claude setup that turns fresh LinkedIn job posts into scored companies and openers](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_outreach_on_hiring_signals_fa14cd3dff.png "width=3200;height=1920")

### Warm leads from a competitor's audience

The people commenting on a competitor's posts already care about the problem you solve.

Claude ranks them by fit and intent, then writes each one an opener built on their own comment.

![Multi-agent Claude setup that turns a competitor's post engagement into ranked warm leads and openers](https://d37gzvgyugjozl.cloudfront.net/linkedinmcp_warm_leads_from_a_competitors_audience_22cd0d6d98.png "width=3200;height=1920")

For delivery and sequencing, lobstr.io plugs into [Make](https://www.make.com/en/integrations/lobstr).

My other [LinkedIn guides](https://www.lobstr.io/blog/category/linkedin) go deeper on the data behind each one.

> If you want me to build one of these end to end for your outreach, ping me on [LinkedIn](https://pk.linkedin.com/in/shehriar-ahmad-awan).

Still have questions?

Let's go through them.

## FAQs

### Is there an official LinkedIn MCP server?

**No, LinkedIn doesn't publish one**, and neither does Microsoft.

The closest official route, Microsoft's LinkedIn connector in Foundry, only posts articles and lists the company pages you admin.

### Is there a LinkedIn MCP for Claude?

**Not from LinkedIn, but lobstr.io's works as a custom connector** on claude.ai, Claude Desktop and Claude Code.

Add `https://mcp.lobstr.io/mcp`, approve it on lobstr.io's consent page, and Claude can pull LinkedIn jobs, leads, companies and posts from the chat.

### How do I get started with a LinkedIn MCP server?

**Connect one URL and start with a job search**, because it needs no LinkedIn account.

Add `https://mcp.lobstr.io/mcp`, then ask "Use lobstr.io to find 25 SDR jobs posted on LinkedIn in the past week".

### Can a LinkedIn MCP find work emails?

**lobstr.io's does, and returns each one with its status**.

You pay 9 credits per email found, and nothing when it can't find one.

### Can ChatGPT scrape LinkedIn profiles?

**Not on its own, since LinkedIn's robots.txt blocks `ChatGPT-User`**, and ChatGPT agent "is no longer available", per [OpenAI's help page](https://help.openai.com/en/articles/11752874-chatgpt-agent).

With lobstr.io's MCP connected, it runs the same scrapers as Claude.

### Can I give Claude access to my LinkedIn?

**Not your password, just a synced session**, set up once with lobstr.io's Chrome extension.

Claude can then list your accounts and attach one to a run, but it can't sync or change an account itself.

### Is scraping LinkedIn legal?

**It depends on what you collect and how you use it**, and LinkedIn's own lawsuits show where the lines sit.

I went through all of it in [Is LinkedIn Scraping Legal?](https://www.lobstr.io/blog/is-linkedin-scraping-legal)

## Final thoughts

LinkedIn keeps Claude and ChatGPT out, publishes no MCP of its own, and writes the lead-list use case out of its API terms.

None of that stops Claude working on LinkedIn.

With an MCP in front of it, all of that is one plain-English prompt away.

One chat, verified work emails included.

If you want a hand building the agent around it, [ping me on LinkedIn](https://pk.linkedin.com/in/shehriar-ahmad-awan).

---

## Scrapers in this article

- [LinkedIn Jobs Scraper](https://www.lobstr.io/store/linkedin-jobs-scraper): Scrape every job from any LinkedIn Jobs search — salary ranges & recruiter details included. (1 credit per result)
- [LinkedIn Profile & Email Scraper (No Login)](https://www.lobstr.io/store/linkedin-profile-email-scraper-no-login): Extract all data from any LinkedIn profile, no login needed — 200+ data points & verified emails. (3 credits per result)
- [LinkedIn Company Scraper](https://www.lobstr.io/store/linkedin-company-scraper): Extract the full profile of any LinkedIn company page — 28 data points, offices & specialties. (1 credit per result)
- [LinkedIn Leads Scraper](https://www.lobstr.io/store/linkedin-leads-scraper): Scrape all leads from LinkedIn People Search with 98 data points — verified emails included (1 credit per result)
- [LinkedIn Company Employees Scraper](https://www.lobstr.io/store/linkedin-company-employees-scraper): Scrape all employees from any LinkedIn company page — 15 data points per employee. (1 credit per result)
- [LinkedIn Profile Scraper](https://www.lobstr.io/store/linkedin-profile-scraper): Extract verified email + full LinkedIn profile data at scale — no code, no hassle. (1 credit per result)
- [LinkedIn Posts Scraper](https://www.lobstr.io/store/linkedin-posts-scraper): Extract all posts from any LinkedIn profile or company page — 40+ data points including author and engagement data. (1 credit per result)
- [LinkedIn Post Commenter & Liker Scraper](https://www.lobstr.io/store/linkedin-post-commenter-and-liker-scraper): Extract post likers + commenters + verified email from any LinkedIn post — turn engagement into real leads. (1 credit per result)
- [LinkedIn Search Scraper](https://www.lobstr.io/store/linkedin-search-scraper): Scrape every person, company & post from any LinkedIn search — 70 data points each. (1 credit per result)

Tags: LinkedIn, Lead Generation, Tutorials

_Canonical HTML: https://www.lobstr.io/blog/linkedin-mcp_

More for agents: https://www.lobstr.io/llms.txt, pricing in Markdown: https://www.lobstr.io/pricing.md