Pricing

$25.00/month + usage

Try for free

Go to Apify Store

Linkedin Network Scraper

Try for free

Extract and monitor profiles from your personal LinkedIn network. Monitor new connections over time. It is designed for founders, sales professionals, recruiters, creators, and RevOps teams who want structured visibility into their growing network.

Pricing

$25.00/month + usage

Rating

5.0

(3)

Developer

Data LinkMiner

Actor stats

Bookmarked

Total users

Monthly active users

3.8 days

Issues response

4 days ago

Last modified

Categories

Automation

Lead generation

Social media

You can access the Linkedin Network Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {}
9
10# Run the Actor and wait for it to finish
11run = client.actor("data_link_miner/linkedin-network-scraper").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Linkedin Network Scraper API in Python

The Apify API client for Python is the official library that allows you to use Linkedin Network Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Linkedin Network Scraper API in JavaScript

Linkedin Network Scraper API through CLI

Linkedin Network Scraper OpenAPI definition

Linkedin Network Scraper API

Get Connections for Linkedin

addeus/get-connections

Export your LinkedIn 1st-degree connections to JSON/CSV. Ideal for personal CRM, network backups, and lead management. Uses search pagination for stability and supports residential proxies. Retrieves Name, Headline, and Profile URL.

Addeus

Linkedin Shared Connections

data_link_miner/linkedin-shared-connections

Extract mutual connections from a profile from LinkedIn. The scraper allows you to retrieve shared / mutual connections between your LinkedIn account and another profile, along with key public profile information.

Data LinkMiner

4.0

Linkedin Network Connection Request

data_link_miner/linkedin-network-connection-request

Safely add, remove, and manage LinkedIn connection requests at scale, without triggering LinkedIn restrictions. This actor is designed to automate your LinkedIn outreach while respecting platform limits and best practices.

Data LinkMiner

1.4

LinkedIn Network Scraper

scrapeflow/linkedin-network-scraper

🔗 Extract and monitor profiles from your personal LinkedIn network. 👀 Track new connections over time. 💼 Built for founders, sales pros, recruiters, creators, and RevOps teams who want structured visibility into their growing network.

ScrapeFlow

LinkedIn Network Scraper

scraperforge/linkedin-network-scraper

ScraperForge

LinkedIn Network Scraper

scrapemesh/linkedin-network-scraper

ScrapeMesh

Linkedin Connection Request

micheal06/linkedin-connection-request

Micheal Zeralytics

Linkedin Mutual Connection Analyzer

dead00/linkedin-mutual-connection-analyzer

A LinkedIn Connection Analyzer that analyzes LinkedIn profiles and determines connection degrees between you and target profiles.

Dead

2.4

Connect for Linkedin

addeus/connect

Automate LinkedIn connection requests safely. Send invitations to a list of profiles with optional custom notes. Includes random delays and proxy support to mimic human behavior. Essential for network growth and lead generation.

Addeus

3.0

Profile Reactions Scraper for LinkedIn [No Cookies]

apimaestro/linkedin-profile-reactions

Linkedin User Reactions Scraper: Extract reactions for LinkedIn profiles and users including post content, reactions, stats, article, media attachments and more.