You can access the Instagram Profile 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    "handles": [],
10    "proxyConfiguration": {
11        "useApifyProxy": True,
12        "apifyProxyGroups": ["RESIDENTIAL"],
13    },
14}
15
16# Run the Actor and wait for it to finish
17run = client.actor("web-wizard/instagram-profile-scraper").call(run_input=run_input)
18
19# Fetch and print Actor results from the run's dataset (if there are any)
20print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
21for item in client.dataset(run["defaultDatasetId"]).iterate_items():
22    print(item)
23
24# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Instagram Profile Scraper API in Python

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

Install the apify-client

$pip install apify-client

Other API clients include:

Instagram Profile Scraper API in JavaScript

Instagram Profile Scraper API through CLI

Instagram Profile Scraper OpenAPI definition

Instagram Profile Scraper API

YouTube Profile Scraper

web-wizard/youtube-profile-scraper

Cheap, normalized public YouTube profile scraping - one record per handle.

Web Wizard

TikTok Profile Scraper

web-wizard/tiktok-profile-scraper

Cheap, normalized public TikTok profile scraping - one record per handle.

Web Wizard

Facebook Profile Scraper

web-wizard/facebook-profile-scraper

Cheap, normalized public Facebook profile scraping - one record per handle.

Web Wizard

Threads Profile Scraper

web-wizard/threads-profile-scraper

Cheap, normalized public Threads profile scraping - one record per handle.

Web Wizard

Instagram Profile Scraper

seemuapps/instagram-profile-scraper

Fetch Instagram profile metadata for any public account

Andrew

Instagram Profile Scraper 🔥🔥

boneswill/instagram-profile-scraper

Efficiently extract instagram profiles

succexx_DEV

4.6

Instagram Profile Scraper

simpleapi/instagram-profile-scraper

Instagram Profile Scraper extracts data from any public Instagram profile, including username, bio, followers, following, posts, profile picture, and engagement insights. Ideal for influencer research, competitor analysis, marketing, and automating structured Instagram profile data collection

SimpleAPI

Instagram Profile Email Scraper

clothefobia/instagram-profile-email-scraper

Instagram Profile Email Scraper - Scrap Emails from Instagram profiles in bulk without using instagram login.

clothe fobia

456

Instagram Profile Scraper

api-empire/instagram-profile-scraper

Instagram Profile Scraper extracts complete data from any public Instagram profile. Capture bios, posts, Reels, followers, following, hashtags, engagement metrics, and metadata. Ideal for research, influencer analysis, audits, and workflows needing structured Instagram profile insights.