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

Instagram Search Scraper API in Python

The Apify API client for Python is the official library that allows you to use Instagram Search 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 Search Scraper API in JavaScript

Instagram Search Scraper API through CLI

Instagram Search Scraper OpenAPI definition

Instagram Search Scraper API

Instagram Search Hashtags

patient_discovery/instagram-hashtags-scraper-no-login-required

Search Instagram hashtags.

Surge Street

Instagram Search Hashtags

monumental_world/instagram-hashtags-scraper-no-login-required

Search Instagram hashtags.

Raised Pro

Instagram Search Scraper

apify/instagram-search-scraper

Scrape Instagram search results: places, businesses, locations, users, popular reels, and hashtags. Add a keyword and extract search results like contact details, categories, metrics, recent posts, hashtag popularity. Export scraped data, schedule via API, integrate with other tools or AI workflows.

Apify

18K

4.7

Instagram Scraper

apify/instagram-scraper

Extract Instagram posts, reels, profiles, places, hashtags, carousels, and comments. Get data from Instagram using one or more Instagram URLs or search queries: content, context, metrics, metadata. Export scraped data, run the scraper via API, schedule and monitor runs or integrate with other tools.

Apify

344K

4.8

InstaReach Instagram Search Scraper

nestled_rider/instagram-search-scraper

Search Instagram for users, hashtags, places, or music by keyword.

Aggelos T

Instagram Search Scraper - Public Reels & Metrics

chronometrica/instagram-search-scraper

Search public Instagram Reels by keyword and export ranked results, creators, captions, and public engagement metrics. No Instagram login or cookies required.

Chronometrica

Instagram Scraper Ultimate

qaseemiqbal/instagram-scraper-ultimate

Scrape public Instagram profiles, posts, Reels, hashtags, places, comments, and media links. Export clean data for research, monitoring, and analysis.

Muhammad Qaseem Iqbal

Instagram Keyword, Trends and Reels Scraper

s-r/instagram-keyword-trends

Scrape Instagram keyword search volume, related keywords, trending topics, reels with likes and comments, profile stats and location data. No login required.