# Linkedin Profile Scraper (`data_link_miner/linkedin-profile-scraper`) Actor

Extract LinkedIn profiles and company data using an authenticated session. This actor allows you to extract detailed LinkedIn profile and company information using a valid LinkedIn session cookie.

- **URL**: https://apify.com/data\_link\_miner/linkedin-profile-scraper.md
- **Developed by:** [Data LinkMiner](https://apify.com/data_link_miner) (community)
- **Categories:** Lead generation, Social media, Automation
- **Stats:** 8 total users, 0 monthly users, 0.0% runs succeeded, 2 bookmarks
- **User rating**: 5.00 out of 5 stars

## Pricing

$25.00/month + usage

To use this Actor, you pay a monthly rental fee to the developer. The rent is subtracted from your prepaid usage every month after the free trial period. You also pay for the Apify platform usage, which gets cheaper the higher Apify subscription plan you have.

Learn more: https://docs.apify.com/actors/running/actors-in-store.md#rental-actors

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).

# README

## Linkedin profile

Extract LinkedIn profiles and company data using an authenticated session

This actor allows you to extract detailed LinkedIn profile and company information using a valid LinkedIn session cookie.

### Average Runtime cost

Average runtime costs per 1000 results is $1

### Features

👤 Profile Data

- Public profile metadata

- Job title & experience

- Location & country

- Network visibility (depending on access)

🏢 Company Data

- Company status (active/inactive)

- Company name & LinkedIn ID

- Website & contact info

- Description & tagline

- Employee count & range

- Founding date

- Followers count

- Job listings URL

- Industry & hashtags

- Full company address

- Profile picture URL & expiration date

⚙️ General

- Authenticated scraping via cookies

- Structured JSON output

- Suitable for CRM enrichment

- Optimized for automation & scaling

### How to provide cookie session ?

- install "Copy Cookies" chrome extension
- login to your account and go to your linkedin home page
- Use the extension (clicking will copy cookies)
- Paste the cookies in the input "cookies" from the actor

### Use Cases

📇 CRM & lead enrichment

🧑‍💼 Recruitment & talent sourcing

🎯 B2B sales prospecting

🏢 Company intelligence & monitoring

📊 Market & competitor analysis

🔗 Account-based marketing (ABM)

### OUTPUT

Profile

```json
{
    "url": "https://www.linkedin.com/in/jeremygoillot/",
    "inputurl": "https://www.linkedin.com/in/jeremygoillot/",
    "social_activity": [
      {
        "post_url": "https://www.linkedin.com/feed/update/urn:li:activity:7407424916624605184",
        "nb_comments": 46,
        "nb_likes": 45,
        "reacted": null,
        "date": "2025-12-18 14:22:03.423000",
        "days_from_today": 12,
        "timestamp": 1766067723.423
      },
      {
        "post_url": "https://www.linkedin.com/feed/update/urn:li:activity:7408774551058268160",
        "nb_comments": 222,
        "nb_likes": 361,
        "reacted": null,
        "date": "2025-12-22 07:45:01.347000",
        "days_from_today": 8,
        "timestamp": 1766389501.347
      },
      {
        "post_url": "https://www.linkedin.com/feed/update/urn:li:activity:7411764800956977153",
        "nb_comments": 4,
        "nb_likes": 47,
        "reacted": null,
        "date": "2025-12-30 13:47:12.479000",
        "days_from_today": 0,
        "timestamp": 1767102432.479
      }
    ],
    "education": [
      {
        "months_duration": "",
        "start_date": "2016",
        "end_date": "2016",
        "description": "Le Wagon is now ranked 1st best Coding School in the world 🌍",
        "title": "Le Wagon",
        "company": "FullStack Developer, Web Development",
        "company_linkedin": "https://www.linkedin.com/company/5046700/",
        "location": ""
      },
      {
        "months_duration": "",
        "start_date": "",
        "end_date": "",
        "description": "",
        "title": "OMNES Education",
        "company": "Bachelor of Business Administration (BBA)",
        "company_linkedin": "https://www.linkedin.com/company/75434/",
        "location": ""
      }
    ],
    "volunteer": [
      {
        "months_duration": "84",
        "start_date": "01-2019",
        "end_date": "",
        "description": "",
        "title": "Launcher",
        "company": "GrowthLetter.club",
        "company_linkedin": "https://www.linkedin.com/company/14039183/",
        "location": "Science and Technology"
      },
      {
        "months_duration": "60",
        "start_date": "01-2021",
        "end_date": "",
        "description": "",
        "title": "Curator & Launcher",
        "company": "TechNaan.",
        "company_linkedin": "https://www.linkedin.com/company/70900198/",
        "location": "Science and Technology"
      }
    ],
    "about": "🗞️ Latest news 👉 We raised $12M to free small teams from overpriced, outdated software.\n\nMost business tools target big companies that don’t watch invoices and call $75 per user “normal.”\n\nOur idea is simple: beautiful, fast, AI-powered tools that small teams can afford.\nNo hidden fees. No setup. No 30-person sales calls.\n👉 Experience the campaign: https://www.desktop-software.sucks/\n\nBuilding @The Mobile-First Company\nVision: give every entrepreneur the power to run an entire business from aphone.\nOffice software was designed for people parked in open-space cubicles. \n\nWe rebuild those tools as AI-native mobile apps, lightning-fast, always in your pocket, no laptop required.\n\nFirst product: Allo — The business phone that does the admin for you.\nInstantly greets callers, routes them, and records every call• Auto-transcribes and writes a shareable summary in seconds• Connect to your CRM/ERP• 5,000 paying companies in 6 months\n\n👀 We’re hiring builders who ship fast. Apply here → https://www.themobilefirstcompany.com/team\n\nBonus: I'm still INVESTING in Early-Stage Startups in Africa 💸  (send me your deck by mail jeremy@kara.ventures) \n\nPast life: Founding Team @Spendesk 🦄 — scaled revenue from 0 to €50 M• 40+ angel deals – VC Funds @Kara.Venture• Made my parents proud \n\n🙂 Keywords: CEO, Mobile-First Software, USA Country Manager, Emerging Countries, Africa, LATAM, Growth Advisor, SaaS, B2B Hiring, Smart Angel, Seed, Serie A, Serie B, Serie C, 🇺🇸, Product Market Fit, Growth, Outbound, Sales Automation, CRO, DBT, Snowflake, n8n, Hightouch...",
    "languages": [
      {
        "language": "Anglais",
        "level": "Professional working proficiency"
      },
      {
        "language": "Chinois",
        "level": "Limited working proficiency"
      }
    ],
    "phonenumbers": [
      "+33 6 19 41 84 84"
    ],
    "email": "goillot.jeremy@gmail.com",
    "lastName": "Goillot",
    "firstname": "Jérémy",
    "headline": "CEO @The Mobile-First Company\n📱Fixing broken desktop software with AI mobile apps \n🌍 Angel Investor in +40 startups",
    "birthday_ddmm": "31-01",
    "social_accounts": {},
    "websites": [
      {
        "category": "PERSONAL",
        "url": "https://boringapps.fm/"
      },
      {
        "category": "OTHER",
        "url": "instagram.com/thegoillot/"
      }
    ],
    "followers": 50998,
    "connections": 12743,
    "experience": [
      {
        "months_duration": "28",
        "start_date": "09-2023",
        "end_date": "",
        "description": "📱Your Business, in your Pocket. Mobile Apps for Every Need.\n\nWe're convinced that smartphones are becoming the universal interface for software usage in the future.\nWe focus on building, scaling, and improving mobile apps to streamline how you work.\n\n👋 We're actively hiring people: https://www.themobilefirstcompany.com/",
        "title": "CEO & Co-Founder",
        "company": "The Mobile-First Company",
        "company_linkedin": "https://www.linkedin.com/company/101255172/",
        "location": "Paris, Île-de-France, France"
      },
      {
        "months_duration": "40",
        "start_date": "09-2022",
        "end_date": "",
        "description": "My Side-Fund to invest in +20 African Startups 🌍\nWe are two passionate tech angels who decided to embark on a learning expedition across AfricaTech’s scene.  \n\nWe write checks of $25k – $100k\n\nInvested with Passion:\n- Workpay – SaaS (Kenya) 🇰🇪\n- BaKi – BeautyTech (Kenya) 🇰🇪\n- Swypex – Fintech (Egypt) 🇪🇬\n- Pindo – DevTool (Rwanda) 🇷🇼\n- Ozé - Accounting (Ghana) 🇬🇭\n- Axis App - Fintech (Egypt) 🇪🇬\n- Onboardbase – Cybersecurity (Nigeria) 🇳🇬\n- Gameball – CRM (Egypt) 🇪🇬\n- Capi Money – B2B Payment (Sénégal) 🇸🇳\n- Cleva – Neobank (Nigéria) 🇳🇬\n... more soon",
        "title": "Co-Founder",
        "company": "Kara Ventures",
        "company_linkedin": "https://www.linkedin.com/company/91599514/",
        "location": "Africa 🌍"
      },
      {
        "months_duration": "73",
        "start_date": "12-2019",
        "end_date": "",
        "description": "I’m not investing any more in France, all my money is dedicated to Kara.Ventures (my Side-Fund) to support Tech in Africa. \n\n1. Swan.io – Fintech 🇫🇷\n2. Hightouch – DataStack 🇺🇸\n3. Causal.app – SaaS 🇬🇧\n4. Folk.app – CRM 🇫🇷 \n5. Attio.com – CRM 🇬🇧 \n6. Platypus.io – HR Tech 🇩🇰 #HRTech (bankrupt ❌) \n7. At.cafe – SaaS 🇫🇷\n8. Secoda.co – DataStak 🇨🇦\n9. Palenca.com – API 🇲🇽\n10. Crew.work – ATS 🇫🇷\n11. Refty.co – HRTech 🇫🇷 \n12. getDefacto.com – Embed Finance 🇫🇷 (Spendesk Family)\n13. Stoik.io – CyberSecurity 🇫🇷\n14. Airsaas.io – SaaS 🇫🇷\n15. Cauri.Money – Fintech 🇸🇳 \n16. Collective.work – Freelance Stack 🇫🇷\n17. Only Dust – Crypto 🇫🇷\n18. Reveal.co – CRM 🇫🇷 \n19. Olipay (ex. mgrana) – Fintech 🇧🇷\n20. Hyperline - Billing 🇫🇷 (Spendesk Family)\n21. Tocco - Carbon 🇫🇷\n22. Revolt - Electric Vehicule 🇫🇷\n23. Louis - Furniture 🇫🇷\n24. Cargo - CRM 🇫🇷 (Spendesk Family)\n\nHappy to gave you honest feedback about your product :)",
        "title": "Angel Investor",
        "company": "Angel Investor",
        "company_linkedin": "https://www.linkedin.com/company/101314477/",
        "location": "All around the world 🌍"
      },
      {
        "months_duration": "40",
        "start_date": "09-2022",
        "end_date": "",
        "description": "Outbound is not dead 🚀",
        "title": "Board Member",
        "company": "Get Scalability",
        "company_linkedin": "https://www.linkedin.com/company/71230099/",
        "location": ""
      },
      {
        "months_duration": "16",
        "start_date": "09-2024",
        "end_date": "",
        "description": "",
        "title": "Angel Investor",
        "company": "Phacet",
        "company_linkedin": "https://www.linkedin.com/company/105189119/",
        "location": "Paris, Île-de-France, France"
      },
      {
        "months_duration": "55",
        "start_date": "06-2021",
        "end_date": "",
        "description": "🪄A fully customizable, product led, connected CRM who will replace Hubspot & Salesforce\n\n",
        "title": "Investor",
        "company": "Attio",
        "company_linkedin": "https://www.linkedin.com/company/14815603/",
        "location": "Greater London, England, United Kingdom"
      },
      {
        "months_duration": "52",
        "start_date": "09-2021",
        "end_date": "",
        "description": "Le mouvement bien intentionné et pédagogique qui fait briller les carrières dans le growth. 🌟",
        "title": "Founder",
        "company": "Growth.Talent",
        "company_linkedin": "https://www.linkedin.com/company/79835307/",
        "location": ""
      },
      {
        "months_duration": "43",
        "start_date": "06-2022",
        "end_date": "",
        "description": "Enjoy the most flexible billing platform for B2B SaaS businesses.\nStart today without a single line of code.",
        "title": "Angel Investor + Advisor",
        "company": "Hyperline",
        "company_linkedin": "https://www.linkedin.com/company/92888372/",
        "location": "Paris, Île-de-France, France"
      },
      {
        "months_duration": "49",
        "start_date": "12-2021",
        "end_date": "",
        "description": "",
        "title": "Investor",
        "company": "mGrana",
        "company_linkedin": "https://www.linkedin.com/company/33233300/",
        "location": "São Paulo, Brazil"
      },
      {
        "months_duration": "49",
        "start_date": "12-2021",
        "end_date": "",
        "description": "",
        "title": "Investor",
        "company": "Reveal",
        "company_linkedin": "https://www.linkedin.com/company/11563963/",
        "location": "Paris, Île-de-France, France"
      },
      {
        "months_duration": "49",
        "start_date": "12-2021",
        "end_date": "",
        "description": "",
        "title": "Investor",
        "company": "Collective.work",
        "company_linkedin": "https://www.linkedin.com/company/69713279/",
        "location": "Paris, Île-de-France, France"
      },
      {
        "months_duration": "53",
        "start_date": "08-2021",
        "end_date": "",
        "description": "Payment delays are the main cause of bankruptcy for France’s small and medium enterprises, @Defacto offers an automated solution to advance B2B invoice payments. Launched by Friends & Talented people 💜",
        "title": "Investor",
        "company": "Defacto",
        "company_linkedin": "https://www.linkedin.com/company/76532550/",
        "location": "Paris, Île-de-France, France"
      },
      {
        "months_duration": "54",
        "start_date": "07-2021",
        "end_date": "",
        "description": "",
        "title": "Investor",
        "company": "Stoïk",
        "company_linkedin": "https://www.linkedin.com/company/73202867/",
        "location": "Paris, Île-de-France, France"
      },
      {
        "months_duration": "53",
        "start_date": "08-2021",
        "end_date": "",
        "description": "📚 A collaborative workspace for data teams that makes it easy to share metadata, queries, charts & documentation",
        "title": "Investor",
        "company": "Secoda (YC S21)",
        "company_linkedin": "https://www.linkedin.com/company/75479287/",
        "location": "Toronto, Ontario, Canada"
      },
      {
        "months_duration": "55",
        "start_date": "06-2021",
        "end_date": "",
        "description": "🏡 💻 A mobile Application for employees to decide where to work from.\n\n",
        "title": "Investor",
        "company": "Café (YC S21)",
        "company_linkedin": "https://www.linkedin.com/company/67728368/",
        "location": "New York, United States"
      },
      {
        "months_duration": "57",
        "start_date": "04-2021",
        "end_date": "",
        "description": "🫂 Reinventing contact management for teams and individuals, they will replace Mailchimp! ",
        "title": "Investor",
        "company": "folk",
        "company_linkedin": "https://www.linkedin.com/company/11406566/",
        "location": "Paris, Île-de-France, France"
      },
      {
        "months_duration": "58",
        "start_date": "03-2021",
        "end_date": "",
        "description": "📊 To kill Excel with a better number-crunching app. Backed by Accel, Coatue (SF), Passion Capital (London), Naval Ravikant, and other great angel investors (included me 🙏).",
        "title": "Investor",
        "company": "Causal",
        "company_linkedin": "https://www.linkedin.com/company/35703890/",
        "location": ""
      },
      {
        "months_duration": "66",
        "start_date": "07-2020",
        "end_date": "",
        "description": "Sync customer data to your sales and marketing tools. When my Lead Tech explain to me why we needed a Reverse ETL, I decided to invest my time and money to make it live!",
        "title": "Investor",
        "company": "Hightouch",
        "company_linkedin": "https://www.linkedin.com/company/42344868/",
        "location": "San Francisco Bay Area"
      },
      {
        "months_duration": "72",
        "start_date": "2020",
        "end_date": "",
        "description": "The DIY banking platform that lets you embed banking services directly into your product in under 5 minutes. The API we needed when we launched Spendesk 5 years ago...",
        "title": "Investor",
        "company": "Swan",
        "company_linkedin": "https://www.linkedin.com/company/19116430/",
        "location": ""
      },
      {
        "months_duration": "25",
        "start_date": "09-2021",
        "end_date": "09-2023",
        "description": "",
        "title": "Advisor",
        "company": "Spendesk",
        "company_linkedin": "https://www.linkedin.com/company/10554832/",
        "location": ""
      },
      {
        "months_duration": "59",
        "start_date": "11-2016",
        "end_date": "09-2021",
        "description": "🚀 CONTACT THE RIGHT COMPANY AT THE RIGHT TIME\nBuilding the most ambitious and technical Growth Team in Europe. \nI hired and manage 11 talented people (Marketer, Engineer, Ops, Data)",
        "title": "Head of Growth",
        "company": "Spendesk",
        "company_linkedin": "https://www.linkedin.com/company/10554832/",
        "location": "Greater Paris Metropolitan Region"
      },
      {
        "months_duration": "22",
        "start_date": "09-2019",
        "end_date": "06-2021",
        "description": "🇺🇸 FROM 0 TO 1 – LAUNCHING SPENDESK IN THE US\n1. Develop the MVP (adapt the product to the market)\n2. Incorporate Spendesk in California\n3. Build the Team based in San Francisco\n4. Seduce the first beta tester on the market\n5. Scale the usage and product adoption \n6. Build a community around Spendesk in 🇺🇸\n... Just the beginning 🌟",
        "title": "Country Manager 🇺🇸",
        "company": "Spendesk",
        "company_linkedin": "https://www.linkedin.com/company/10554832/",
        "location": "San Francisco, California, United States"
      },
      {
        "months_duration": "58",
        "start_date": "09-2016",
        "end_date": "06-2021",
        "description": "",
        "title": "Joined as the 4th employee 👶",
        "company": "Spendesk",
        "company_linkedin": "https://www.linkedin.com/company/10554832/",
        "location": "Paris, Île-de-France, France"
      }
    ]
  }
```

Company

```json
{
  "is_active": true,
  "lk_id": "164716",
  "lk_name": "les-echos",
  "company_name": "Les Echos",
  "linkedin": "https://www.linkedin.com/company/les-echos",
  "website": "lesechos.fr",
  "phonenumber": "",
  "description": "Retrouvez sur LesEchos.fr toute l'actualité économique et financière en France et dans le monde, découvrez des analyses exclusives, dossiers spéciaux, décryptages, chroniques et grands formats.",
  "tagline": "",
  "lk_employees_range": "201-500",
  "lk_employees": 753,
  "founding_date": "1908",
  "lk_job_url": "https://www.linkedin.com/jobs/search?geoId=92000000&f_C=164716%2C2915620",
  "followers": 821771,
  "cta_url": "https://abonnement.lesechos.fr/?gclid=CjwKCAiAu5agBhBzEiwAdiR5tMLFWDAOTXk1Q6_fP-oRPMlXK4jF29duOu8wrntpsU13hu4OdZvEzxoCQvYQAvD_BwE",
  "expertises": "http://www.lesechos.fr/",
  "area": "Île-de-France",
  "country": "FR",
  "postalcode": "75015",
  "city": "Paris",
  "street_address": "10, Boulevard de Grenelle",
  "hashtags": "economie, entreprise, frenchtech",
  "industries": "Newspapers",
  "profile_picture": "https://media.licdn.com/dms/image/v2/C4D0BAQGU2tYAtnGruQ/company-logo_400_400/company-logo_400_400/0/1630504365985/les_echos_logo?e=1740009600&v=beta&t=xQ-77CFIqKbficw4Tz9M0T-loRsyqZ3BRQrCYq8J1iM",
  "profile_picture_expiresAt": "20-02-2025"
}
```

### SUPPORT

Create an issue and share the failed run.

We will help resolve the problem.

We also stay available for questions

# Actor input Schema

## `cookies` (type: `array`):

Provide your own exported cookie session (details on information page)

## `proxyConfiguration` (type: `object`):

The best option is usually Automatic proxy. But you can also use your own proxies or no proxy

## `peoples` (type: `array`):

List of linkedin people and company url

## `url_search` (type: `string`):

Search url

## `max_res` (type: `integer`):

Setup a limit for search result extraction

## `max_page` (type: `integer`):

Setup a limit for search result extraction

## `start_page` (type: `integer`):

Setup a range limit for search result extraction using 'start\_page' and 'max\_page'

## Actor input object example

```json
{
  "proxyConfiguration": {
    "useApifyProxy": false
  },
  "peoples": [
    "https://www.linkedin.com/in/emmanuelmacron/",
    "https://www.linkedin.com/in/elisabeth-borne-7a40aa33/"
  ],
  "max_res": 0,
  "max_page": 0,
  "start_page": 0
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "proxyConfiguration": {
        "useApifyProxy": false
    },
    "peoples": [
        "https://www.linkedin.com/in/emmanuelmacron/",
        "https://www.linkedin.com/in/elisabeth-borne-7a40aa33/"
    ],
    "url_search": ""
};

// Run the Actor and wait for it to finish
const run = await client.actor("data_link_miner/linkedin-profile-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "proxyConfiguration": { "useApifyProxy": False },
    "peoples": [
        "https://www.linkedin.com/in/emmanuelmacron/",
        "https://www.linkedin.com/in/elisabeth-borne-7a40aa33/",
    ],
    "url_search": "",
}

# Run the Actor and wait for it to finish
run = client.actor("data_link_miner/linkedin-profile-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "proxyConfiguration": {
    "useApifyProxy": false
  },
  "peoples": [
    "https://www.linkedin.com/in/emmanuelmacron/",
    "https://www.linkedin.com/in/elisabeth-borne-7a40aa33/"
  ],
  "url_search": ""
}' |
apify call data_link_miner/linkedin-profile-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,data_link_miner/linkedin-profile-scraper"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/MZhWV2cFmZAexNJo6/builds/oRYQGGbg8e437I9dq/openapi.json