# Profile Full Sections Scraper for LinkedIn + EMAIL | No Cookies (`apimaestro/linkedin-profile-full-sections-scraper`) Actor

Scrape complete LinkedIn profile data  including work experience, education history, certifications, and location details. Get structured information from any public LinkedIn profile using their username.

- **URL**: https://apify.com/apimaestro/linkedin-profile-full-sections-scraper.md
- **Developed by:** [API Maestro](https://apify.com/apimaestro) (community)
- **Categories:** Automation, Lead generation
- **Stats:** 3,619 total users, 349 monthly users, 100.0% runs succeeded, 66 bookmarks
- **User rating**: 5.00 out of 5 stars

## Pricing

$10.00 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

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

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## 🚀 LinkedIn Profile Full Sections Scraper

Extract comprehensive LinkedIn profile data  with the complete following sections: work experience, education history, skills, certifications, projects, recommendations, Honors and languages - all presented in structured format + Email if publicly available

#### For other LinkedIn actors, check: https://apify.com/apimaestro

### 🔧 Simple Usage

Provide a LinkedIn a list of profile usernames or URLs to get complete profile details with all detailed sections. The username is the last part of a LinkedIn profile URL (e.g., 'neal-mohan' from linkedin.com/in/neal-mohan).

Examples:

- Using LinkedIn URL: https://www.linkedin.com/company/neal-mohan/
- Using Profile username list: neal-mohan

### ✨ Key Features

- **No account needed**: Don't risk your account security by sharing your cookies and don't get your account restricted or banned!
- **Complete profile data**: Unlike our basic profile scraper, this actor retrieves profile sections data in details

### 🔍 How This Actor Differs from the Basic Profile Scraper

This actor is specifically designed to retrieve profile details **including the following detailed sections data**:

- **Skills section**: Get detailed skills information with endorsement counts
- **Languages section**: Includes language proficiency levels
- **Education section**: Complete education history with details
- **Experience section**: Full work experience with rich details
- **Certifications section**: Full Certifications details
- **Projects section**: Full Projects details
- **Recommendations section**: Full Recommendations details
- **Honors & Awards section**: Full Honors & Awards details

<br>

***

**Disclaimer:** This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by LinkedIn Corporation. LinkedIn® is a registered trademark of LinkedIn Corporation. All trademarks are property of their respective owners.

# Actor input Schema

## `usernames` (type: `array`):

LinkedIn profile usernames or URLs for batch processing (e.g., 'neal-mohan' from linkedin.com/in/neal-mohan). Use this for processing multiple profiles at once.

## `includeEmail` (type: `boolean`):

Whether to include email address in the profile data extraction if available

## `locale` (type: `string`):

Return profile fields (headline, name) in the specified language when the profile owner has set them up in that locale. Format: `<lang>-<COUNTRY>` (e.g: `es-ES`, `fr-FR`). Don't know your locale code? Look it up here: https://simplelocalize.io/data/locales/. Default is English

## Actor input object example

```json
{
  "usernames": [
    "neal-mohan",
    "satyanadella"
  ],
  "includeEmail": false,
  "locale": ""
}
```

# 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 = {
    "usernames": [
        "neal-mohan",
        "satyanadella"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("apimaestro/linkedin-profile-full-sections-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 = { "usernames": [
        "neal-mohan",
        "satyanadella",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("apimaestro/linkedin-profile-full-sections-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 '{
  "usernames": [
    "neal-mohan",
    "satyanadella"
  ]
}' |
apify call apimaestro/linkedin-profile-full-sections-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,apimaestro/linkedin-profile-full-sections-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/5fajYOBUfeb6fgKlB/builds/cIaafAbjhLVkEgesm/openapi.json