Instagram Scraper Python Packages

instagrapi

🔥 The fastest and powerful Python library for Instagram Private API 2026 with HikerAPI SaaS

290K 7K 1K

ensembledata

Python library to scrape social media data via the EnsembleData API.

11K 22 4

toutatis

Toutatis is a tool that allows you to extract information from instagrams accounts such as e-mails, phone numbers and more

5K 4K 1K

ensta

🔥 Python Library for Instagram Web & Mobile API Integration

4K 497 48

instagramy

Python Package for Instagram Users, Posts, and Hashtag data.

4K 152 32

aiograpi-rest

🌐 RESTful API Wrapper for Instagram Private API

3K 644 153

hasdata-instagram-mcp

Hosted Instagram MCP server from HasData. Public profile and post-feed tools by handle, structured JSON, for Claude, Cursor and any MCP client.

2K 16 1

instagpy

InstaGPy is an Instagram Unofficial API to extract data from Instargam Profiles. Scrape data from user's profile like username, userid, bio, email, phone, followers/followings list, profile media, account_type, etc.

2K 169 35

instalooter

Another API-less Instagram pictures and videos downloader. (defunct)

2K 2K 256

instagram-dl

⬇️ Async Instagram downloader CLI — profiles, posts, reels, stories, highlights, hashtags, comments. Pluggable backends (HikerAPI / aiograpi).

1K 18 1

insta-scrape

Powerful and flexible Instagram scraping library for Python, providing easy-to-use and expressive tools for accessing data programmatically

1K 663 116

socialapis-sdk

Modern Python SDK for Facebook and Instagram public data — drop-in replacement for kevinzg/facebook-scraper. REST + MCP, 200 free calls/month.

669 0 0

instagrump

-UNMAINTAINED- Instagram wrapper to get contents from given username

526 0 0

instauto

Simple to use wrapper around the private Instagram API, written in Python.

522 107 22

instagram-posts-scraper

InstagramPostsScraper is a Python library for collect instagram users' data.

519 60 11

insta-wizard

Python Instagram client — private mobile & web API, async & sync. Follow, DM, post media, comments and more.

271 34 2

gramgetter

Download pictures (or videos) along with their captions and other metadata from Instagram.

242 14K 2K

pygram

Unofficial Python client for Instagram

202 44 4

instagrapi-extended

🔥 The fastest and powerful Python library for Instagram Private API 2026 with HikerAPI SaaS

138 7K 1K

instaphyte

Fast and simple Instagram hashtag and location scraper

123 19 8

instadata

Fast, resumable Instagram media scraper. HTTP first, browser only as a fallback.

88 0 0

insta-meter

Small tool for getting statistic about instagram account

70 11 5

instagram-scraper-it

Scrape instagram information in user data, followers , following ,image, reel, post date, images,user data

51 20 5

instauto2

Simple to use wrapper around the private Instagram API, written in Python.

50 107 22