# Mass LinkedIn Profile Scraper | Bulk URLs (`oday/mawsool-mass-linkedin-profile-scraper`) Actor

Bulk LinkedIn profile details for large URL files. Concurrent, resumable runs with up to 1,000,000 URLs and every field returned by the source API.

- **URL**: https://apify.com/oday/mawsool-mass-linkedin-profile-scraper.md
- **Developed by:** [Mawsool Intertaional FZCO](https://apify.com/oday) (community)
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.20 / 1,000 profile details

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

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

## Mass LinkedIn Profile Scraper for Bulk URLs

**Process large LinkedIn URL files with concurrent, resumable runs and every source field preserved.**

Designed for bulk profile lists. Paste URLs, upload CSV, set concurrency, and optionally provide a `resumeId`. Re-running with the same ID skips URLs already completed.

**Mawsool LinkedIn data suite:** use **Current Company Checker** for a cheaper freshness audit, **Job Change Detector** for recurring monitoring, or **Profile Details from URL** for smaller interactive batches.

### Can it handle millions of LinkedIn URLs?

The Actor accepts up to **1,000,000 unique URLs per run**. Completion depends on your Apify timeout, spending limit, plan, and chosen concurrency. Start with 1,000 URLs, measure throughput, then scale.

### What data is returned?

The same complete source payload as LinkedIn Profile Details: profile identity, about, current company, experience when available, education, courses, languages, certifications, publications, patents, organizations, activity, followers, connections, and all other API fields.

This is not a guaranteed complete employment timeline. Experience dates can be empty; email and phone are not included.

### Pricing

Same data, same price as the standard Actor: **$1.80 / 1,000** on FREE, with automatic paid-plan discounts down to $0.80 / 1,000.

### Operational controls

- 1–100 concurrent requests.
- `maxUrls` cost cap.
- `resumeId` persists one completion marker per URL.
- Stops when the run spending limit is reached.

# Actor input Schema

## `urls` (type: `array`):

Add linkedin.com/in/... profile URLs.

## `urlsCsv` (type: `string`):

Header: url. Current Company Checker also accepts previousCompany.

## `fileUrl` (type: `string`):

CSV with a url or linkedinUrl column.

## `maxUrls` (type: `integer`):

Cost-control cap. Maximum 1,000,000.

## `concurrency` (type: `integer`):

How many profile URLs to process at the same time. Increase gradually for large runs.

## `resumeId` (type: `string`):

Reuse this ID to skip URLs already completed in an earlier run.

## Actor input object example

```json
{
  "urls": [
    "https://www.linkedin.com/in/osama-abdelhadi/"
  ],
  "urlsCsv": "url\nhttps://www.linkedin.com/in/osama-abdelhadi/",
  "maxUrls": 10000,
  "concurrency": 20
}
```

# Actor output Schema

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

No description

## `flatView` (type: `string`):

No description

## `runSummary` (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 = {
    "urls": [
        "https://www.linkedin.com/in/osama-abdelhadi/"
    ],
    "urlsCsv": `url
https://www.linkedin.com/in/osama-abdelhadi/`
};

// Run the Actor and wait for it to finish
const run = await client.actor("oday/mawsool-mass-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 = {
    "urls": ["https://www.linkedin.com/in/osama-abdelhadi/"],
    "urlsCsv": """url
https://www.linkedin.com/in/osama-abdelhadi/""",
}

# Run the Actor and wait for it to finish
run = client.actor("oday/mawsool-mass-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 '{
  "urls": [
    "https://www.linkedin.com/in/osama-abdelhadi/"
  ],
  "urlsCsv": "url\\nhttps://www.linkedin.com/in/osama-abdelhadi/"
}' |
apify call oday/mawsool-mass-linkedin-profile-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,oday/mawsool-mass-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/cK1re784kIYczdndO/builds/IfW5iBdWxrq2VhQcS/openapi.json