[Blog](https://scrapfly.io/blog) / [python](https://scrapfly.io/blog/tag/python) / [6 Best Open-Source Instagram Scrapers in 2026](https://scrapfly.io/blog/posts/best-open-source-instagram-scrapers) # 6 Best Open-Source Instagram Scrapers in 2026 by [Mohab Yousry](https://scrapfly.io/blog/author/mohab-yousry-9396552a) Aug 11, 2026 17 min read [\#python](https://scrapfly.io/blog/tag/python) [\#scrapeguide](https://scrapfly.io/blog/tag/scrapeguide) [ ](https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-open-source-instagram-scrapers "Share on LinkedIn") [ ](https://x.com/intent/tweet?url=https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-open-source-instagram-scrapers&text=6%20Best%20Open-Source%20Instagram%20Scrapers%20in%202026 "Share on X") [ ](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-open-source-instagram-scrapers "Share on Facebook") Summarize this article with [ ](https://chat.openai.com/?q=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-open-source-instagram-scrapers) [ ](https://claude.ai/new?q=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-open-source-instagram-scrapers) [ ](https://x.com/i/grok?text=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-open-source-instagram-scrapers) [ ](https://www.perplexity.ai/search/new?q=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-open-source-instagram-scrapers) [ ](https://www.google.com/search?udm=50&aep=11&q=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fbest-open-source-instagram-scrapers) Most "best Instagram scraper" lists hand you ten paid APIs and skip the part that actually matters. Nearly every open-source Instagram tool forces a choice between scraping logged out where Instagram throttles you to nothing in minutes, and logging in where you risk the account. This article ranks the six real open-source options by job, with honest notes on that trade off, the one archived tool everybody still recommends, and the maintained path when one-off scripts stop working. ## Key Takeaways - The open-source Instagram scrapers split into two families: logged-out downloaders (Instaloader, drawrowfly's instagram-scraper) that pull public data without an account, and private-API libraries (instagrapi, instagram-private-api, Osintgram) that log in and unlock far more data but put the account at risk. - Instaloader is the most maintained option on GitHub, with 13,100 stars, v4.15.3, and a last commit of July 26 2026, making it the best starting point for downloading public profile media. - instagrapi is the most capable: it exposes Instagram's full private mobile API including posts, stories, direct messages, comments, and insights, but its own maintainers describe private-API automation as "fragile in production." - There is no truly no-login path to serious volume. Instagram serves logged-out clients very little and rate limits anonymous requests to the public JSON endpoints within minutes. - Any self hosted scraper breaks every two to four weeks because Instagram rotates its internal GraphQL `doc_id`. A maintained scraper paired with a managed anti-bot layer turns that into a dependency update rather than a re-reverse engineering project. **Get web scraping tips in your inbox**Trusted by 100K+ developers and 30K+ enterprises. Unsubscribe anytime. ## Which Open-Source Instagram Scraper Should You Use? The right scraper depends on one question: are you willing to log in? Logged-out tools work for limited public data but hit Instagram's rate cap within minutes, and two of the four covered here have not shipped a commit in over a year. Authenticated tools unlock the full data surface and power every serious scraping workflow, but Instagram can flag or suspend the account independently of your code. Quick picks by job: - Download public profile media -> **Instaloader** - Production reliability with no account-ban risk -> **Scrapfly instagram-scraper** - Full automation in Python (posts, stories, DMs, comments) -> **instagrapi** - No-login CLI for users, hashtags, locations -> **instagram-scraper (drawrowfly)**, dormant since 2022 - JavaScript and TypeScript stack -> **instagram-private-api**, no commits since March 2024 - Lightweight, beginner-friendly job -> **Instaloader** (insta-scrape, the usual recommendation, is archived) - OSINT and profile reconnaissance -> **Osintgram / Toutatis** | Scraper | Language | Auth model | Best data | Maintained (Aug 2026 snapshot) | License | Account-ban risk | |---|---|---|---|---|---|---| | Instaloader | Python (CLI + lib) | Logged-out (public); optional login | Public profiles, posts, stories, metadata | High. 13,100 stars, v4.15.3, last commit Jul 26 2026 | MIT | Low logged-out; higher if you log in | | Scrapfly instagram-scraper | Python | Public via managed anti-bot | Profiles, posts, comments, media URLs | Maintained. Last commit Aug 4 2026 | NPOSL-3.0 | Low (no account required) | | instagrapi | Python | Login (private mobile API) | Posts, stories, DMs, comments, insights, uploads | High. 6,600 stars, 2,800+ commits, last commit Aug 10 2026 | MIT | High (authenticated automation) | | instagram-scraper (drawrowfly) | Node.js / TypeScript (CLI) | Logged-out | Users, hashtags, locations, media and metadata | Dormant. Last commit Nov 10 2022 | MIT | Low to medium | | instagram-private-api (dilame) | Node.js / TypeScript | Login (private API) | Posts, stories, DMs, feed actions | Stale. Last commit Mar 7 2024, 408 open issues | MIT | High (authenticated automation) | | insta-scrape | Python | Logged-out | Profile and post fields (lightweight) | Archived. Last release Feb 5 2021 | MIT | Low | | Osintgram / Toutatis | Python (CLI) | Login / public recon | Emails, phone, followers, profile intel | Aging. Last commits Aug 25 2025 and Dec 5 2024 | GPL-3.0 (both) | Medium to high | If you need scrapers across multiple social platforms rather than Instagram alone, this article covers eight platforms in a single comparison. [The Best Open-Source Social Media Scrapers for 2026Ranked guide to the best open-source social media scraping tools in 2026. Eight maintained scrapers for Instagram, X, LinkedIn, TikTok, YouTube, Reddit, Threads, and Facebook, backed by one anti-bot reliability engine.](https://scrapfly.io/blog/posts/best-social-media-scraping-tools) Each entry below names the auth model, the maintenance state, and the limit that will bite you. ## How Did We Rank These Instagram Scrapers? These six tools were selected because they are the open-source Instagram projects developers actually reach for, and because each one can be read, run, and self-hosted. Two of the six have gone quiet, and each entry says so plainly rather than hiding it. A seventh, insta-scrape, is archived outright and is covered after the ranking rather than omitted, because it still dominates search results for this query. The ranking rests on five criteria applied equally: **What data it can extract.** A tool that reaches only public profile metadata scores lower than one that covers posts, stories, comments, and insights across multiple endpoints. **Auth model and account-ban risk.** The logged-out vs logged-in trade off is the most consequential axis. Every entry names its auth model and states the ban risk plainly. **Maintenance status.** Last commit date, release frequency, and open-issue activity are the practical measure of whether a tool will still work next month. Star count is a proxy, not the criterion. **Language and ecosystem fit.** A Python team and a JavaScript team have different constraints. Each entry names its primary runtime and flags any polyglot options. **Production readiness.** The honest question is whether the tool can run on a schedule without constant maintenance. Some tools are research grade, others are production grade. The ranking says which. ## 1. Instaloader: Best for Downloading Public Profile Media [Instaloader](https://github.com/instaloader/instaloader) is the most-maintained open-source Instagram scraper and the best starting point when the job is downloading public profile media, posts, stories, and metadata without writing custom scraping code. It is a Python CLI and library, MIT-licensed, built and maintained by the community. Point it at a username and it downloads posts, captions, stories, and profile metadata in one command. No login is required for public data. The maintenance numbers are notable. As of August 2026, Instaloader has 13,100 GitHub stars, is at v4.15.3, and its last commit was July 26 2026. Honest limits: - Logged-out access is rate-limited hard. Instagram's public JSON endpoints start returning HTTP 429 after a handful of anonymous requests from one IP. - Heavy use or full historical downloads push you toward logging in, which introduces account ban risk. - Any from scratch build should use `curl_cffi` rather than `requests`. Instagram fingerprints the TLS layer, and a standard Python HTTP client gets throttled off the public JSON endpoints far faster than a browser-shaped one. **Best for:** researchers and analysts who need public profile media and metadata and can work within the anonymous rate limit. bash```bash # Install pip install instaloader # Download all public posts and metadata from national geographic profile for example instaloader natgeo # Include metadata as JSON alongside each download instaloader --metadata-json natgeo ``` Instaloader is the reference point any open-source Instagram scraper comparison starts from. The tools that follow expand on what it cannot do. ## 2. Scrapfly instagram-scraper: Best for Production Reliability Without Maintenance Scrapfly's open-source [instagram-scraper](https://github.com/scrapfly/scrapfly-scrapers/tree/main/instagram-scraper) is the best pick when you need public Instagram data reliably in production without maintaining endpoints, proxy rotation, or anti-bot logic yourself. The scraper lives in the public [scrapfly-scrapers](https://github.com/scrapfly/scrapfly-scrapers) repository and targets Instagram's public endpoints with the same approach as the other tools here: 1. Request the endpoint. 2. Parse the structured data it returns. The difference is the layer underneath. The anti-bot work, residential proxy rotation, TLS fingerprinting, and challenge solving, runs through the Web Scraping API in a single call. When Instagram rotates its internal GraphQL `doc_id`, the fix is a `git pull` rather than a re-reverse engineering project. No login is required for public data, so account ban risk is off the table. The parsing code is open and readable. The reliability layer that keeps it working is the [Scrapfly Web Scraping API](https://scrapfly.io/products/web-scraping-api), which has a free tier for getting started. Scrapfly SDKs are available in Python, TypeScript, Go, and Rust, with a Scrapy extension for teams already running a Scrapy pipeline. **Best for:** teams that need public Instagram data on a schedule and want reliability without DIY maintenance. bash```bash git clone https://github.com/scrapfly/scrapfly-scrapers.git cd scrapfly-scrapers/instagram-scraper pip install poetry poetry install ``` Set `SCRAPFLY_KEY` in your environment before running. The repository's README has the full setup with current endpoint parameters. bash```bash poetry run python run.py ``` With the production-reliability path covered, the next entry is the tool that unlocks the most data per request, at the cost of account risk. ## 3. instagrapi: Best for Full Private-API Automation in Python [instagrapi](https://github.com/subzeroid/instagrapi) is the most capable open-source Instagram scraper because it exposes Instagram's full private mobile API. The trade-off is that it requires a logged-in session and carries real account ban risk. It is a Python library, MIT-licensed, maintained by subzeroid. It supports posts, stories, comments, direct messages, locations, insights, and upload actions. Session persistence via `session.json` means you can authenticate once, dump the session, and reload it across runs without re-authenticating every time. `aiograpi` is the async sibling for concurrent workloads. Honest limits: - The maintainers describe private-API automation as "fragile in production because account trust, proxies, device state, challenges, and rate limits can change independently of the library." - They position it for "testing, research, and controlled internal automation," not production pipelines. The library is actively developed, with 2,800-plus commits and a last commit on August 10 2026. **Best for:** engineers who need write actions or private-API depth and accept the account-ban risk. bash```bash pip install instagrapi ``` python```python from instagrapi import Client cl = Client() cl.login("your_username", "your_password") # Fetch user id and recent posts user = cl.user_id_from_username("natgeo") medias = cl.user_medias(user, amount=10) for media in medias: cl.photo_download(media.pk) ``` Keep `session.json` out of version control. A leaked session file authenticates as you. The next entry is the no-login CLI option for readers who want the terminal rather than a library. ## 4. instagram-scraper (drawrowfly): Best for No-Login CLI Extraction drawrowfly's `instagram-scraper` is the best pick when you want a no-login command-line tool that pulls users, hashtags, and locations without managing an account. It is a Node.js and TypeScript CLI published to npm as `instatouch`, MIT-licensed, that scrapes user pages, hashtag feeds, and location pages along with the media and metadata they contain, all without credentials. The no-login approach keeps account ban risk low and setup fast. Honest limits: - The project is effectively dormant. The last commit on the default branch is November 10 2022 and the last npm publish is the same day, with 45 open issues outstanding. Instagram has rotated its endpoints many times since. - Logged-out data is capped, and anonymous access has thinned further as Instagram tightened its rate controls. Treat it as a reference implementation to read rather than a dependency to install. **Best for:** quick, credential-free pulls of public hashtag, location, and user data from the terminal. The next entry covers the equivalent option for teams working in JavaScript. ## 5. instagram-private-api: Best for the Node.js and TypeScript Ecosystem [instagram-private-api (dilame)](https://github.com/dilame/instagram-private-api) is the best fit when your stack is JavaScript or TypeScript and you need authenticated private-API access without adding a Python dependency. It is a Node.js and TypeScript library, MIT-licensed, that exposes Instagram's private API with typed methods for feeds, posts, stories, and direct actions. Good typings reduce integration friction in larger applications and keep the codebase consistent in teams that have standardized on TypeScript. Honest limits: - Like instagrapi, it drives the private API and requires a logged-in session, so the same account-ban risk applies. - It has not shipped a default-branch commit since March 7 2024 and carries 408 open issues, so it lags current Instagram API behavior. Budget for patching it yourself before putting it in a production application. **Best for:** JavaScript and TypeScript teams that need private-API access and want to stay in their existing runtime. Scrapfly #### Scale your web scraping effortlessly Scrapfly handles proxies, browsers, and anti-bot bypass — so you can focus on data. [Try Free →](https://scrapfly.io/register)## 6. Osintgram and Toutatis: Best for OSINT and Profile Reconnaissance [Osintgram](https://github.com/Datalux/Osintgram) and [Toutatis](https://github.com/megadose/toutatis) are the best open-source tools when the job is reconnaissance on a public profile rather than building a post archive. Osintgram is an interactive Python CLI built for target analysis: it maps follower networks, extracts associated accounts, and surfaces profile intelligence in a command-line session. Toutatis focuses on contact-info extraction: given a username, it attempts to surface publicly visible email addresses and phone numbers from the profile and associated public records. Honest limits: - Both tools lean on authenticated sessions for the richer queries, which brings account ban risk. - OSINT use carries real privacy and legal weight. Scope any use to lawful, publicly visible data and review the GDPR and PII notes in the legal section below. **Best for:** security researchers and OSINT practitioners working within legal and ethical limits on public profile data. That decision, log in or stay logged out, drives every entry above, so it is worth working through on its own. ## Not Ranked: insta-scrape Is Archived, and Why It Still Shows Up in Search [insta-scrape](https://pypi.org/project/insta-scrape/) still ranks for "lightweight Instagram scraper" and should not be installed. Its GitHub repository, [chris-greening/instascrape](https://github.com/chris-greening/instascrape), is archived, and its README opens with "This module is no longer actively maintained." The last PyPI release is 2.1.2, published February 5 2021. Nothing in it has been updated for five years of Instagram endpoint changes, so it fails against the current site rather than degrading gracefully. It is listed here because it is the most commonly recommended "beginner-friendly" Instagram scraper in older tutorials and search results, and readers deserve to know the recommendation is dead. **Use instead:** Instaloader (entry 1) for a lightweight, credential-free pull of public profile media. ## Should You Scrape Logged Out or Log In? (The Honest Trade-off) Logged-out scraping is safe for your account but returns little and throttles fast. Logging in unlocks the real data but puts the account at risk. The right answer depends on your volume and what you can afford to lose. Instagram returns very little to logged-out clients and rate-limits the public JSON endpoints hard: a plain `requests` call to `/api/v1/users/web_profile_info/` returns HTTP 429 within a handful of requests from a single residential IP. Any research job or production pipeline exhausts that allowance in minutes, which is why most serious scrapers authenticate first even when the data itself is fully public. The two paths: **Logged out** (Instaloader, drawrowfly, insta-scrape, Scrapfly's scraper via managed anti-bot): no account to lose, public endpoints only, and hard rate caps. Suitable for low-volume research or occasional pulls. **Logged in through the private API** (instagrapi, instagram-private-api, Osintgram's richer queries): full data surface including stories, comments, direct messages, and insights. Instagram's trust scoring, device state, and challenge systems can flag or suspend the account independently of how carefully your code paces its requests. Practical guidance for authenticated scraping: - Use a dedicated throwaway account. Never automate your main. - Keep `session.json` out of version control. A leaked session file authenticates as you. - Pace requests and respect cool-down windows. Aggressive automation is what Instagram's behavioral scoring looks for. - Split large crawls across multiple sessions to reduce per-account exposure. For public data at production volume without the throttling or the account risk, a managed anti-bot layer is the path entry two describes. The pillar article covers the full endpoint breakdown. [How to Scrape Instagram in 2026Tutorial on how to scrape instagram.com user and post data using pure Python. How to scrape instagram without loging in or being blocked.](https://scrapfly.io/blog/posts/how-to-scrape-instagram) ## Why Open-Source Instagram Scrapers Break (and How to Keep One Running) They break on a predictable schedule. Instagram actively rotates its internal GraphQL `doc_id` parameter every two to four weeks and fingerprints the TLS layer on every connection, so any static scraper stops returning data without warning. Three concrete failure modes: - **GraphQL `doc_id` rotation.** Instagram's persisted queries are keyed by a `doc_id` that rotates every two to four weeks. A scraper with a hardcoded ID stops working silently, returning no data rather than an error. - **Datacenter IP blocking.** Datacenter subnets are blocked on the first request. Residential IPs are required for any reliable session. - **TLS fingerprinting.** Instagram fingerprints the TLS handshake and uses it to decide how quickly to throttle a client. A plain `requests` call still returns profile HTML today, but the public JSON endpoints cut it off far sooner than a browser-shaped client. Any from-scratch build should use `curl_cffi` impersonating Chrome. What "keeping one running" actually costs: tracking endpoint changes, rotating residential proxies, and solving periodic challenges. A weekend script becomes an ongoing maintenance project within the first rotation cycle. The division of labor that reduces that cost: the open-source scraper owns parsing and pagination, and a Web Scraping API with Anti Scraping Protection owns proxy rotation, fingerprinting, and challenge solving. When Instagram rotates a `doc_id`, the fix is a dependency update, not a rewrite. The [Scrapfly Web Scraping API](https://scrapfly.io/products/web-scraping-api) handles that layer. ## Is Scraping Instagram Legal in 2026? Scraping public, logged-out Instagram data is broadly defensible in the US after two federal rulings, but logging in, bypassing access barriers, or collecting personal data carries real legal and GDPR risk. Two US federal rulings are the clearest guidance: in *Meta Platforms, Inc. v. Bright Data Ltd.* (N.D. Cal., Jan. 23, 2024) the court held that Meta's terms of use could not be read to prohibit scraping public data while logged out, so Bright Data did not breach them. That sits alongside *hiQ Labs v. LinkedIn* (9th Cir. 2022), which found that scraping publicly accessible data likely does not violate the CFAA. Neither ruling covers GDPR, other jurisdictions, or logged-in scrapers. The practical line: public, logged-out data at reasonable rates is defensible. Logging in, bypassing access controls, or collecting PII exposes you under GDPR, platform terms of service, and potentially the CFAA. Do not store personal data of individuals you did not intend to collect. Scope any scrape to publicly visible data at rates a human could plausibly generate. This is not legal advice, consult a lawyer for jurisdiction-specific questions. ### Web Scraping API Scrape any website with our powerful API. Anti-bot bypass, JavaScript rendering, and rotating proxies built-in. [Try Web Scraping API](https://scrapfly.io/docs/scrape-api/getting-started) ## FAQ What is the best free Instagram scraper?Instaloader is the best free starting point for downloading public profile media. It is open source, actively maintained, and runs from the command line. For full automation, instagrapi is free but requires logging in. Can I scrape Instagram without logging in?Only for limited public data, and Instagram throttles anonymous requests to its public JSON endpoints within minutes. Serious scraping either authenticates (risking the account) or routes public endpoints through a managed anti-bot layer. What is the difference between instagrapi and Instaloader?Instaloader is a CLI-first tool focused on downloading media from public profiles. instagrapi is a programmatic library exposing the full private API: login, posting, DMs, and stories, not just downloads. Will scraping Instagram get my account banned?Authenticated automation can. Instagram's trust and challenge systems can flag or ban an account independently of your code, so use a throwaway account for any logged-in scraping and never your main. Do these scrapers work on private accounts?No, no scraper, API, or tool can access private accounts, full follower lists, or current stories. Those are structural limits, not anti-bot ones. ## Conclusion The best open-source Instagram scraper is the one that matches your job and your risk tolerance. Instaloader for downloading public media without an account. instagrapi for full private-API automation when you accept the account-ban risk. The Scrapfly instagram-scraper when you need public data reliably on a schedule and do not want to maintain the anti-bot layer yourself. Open-source tools are the right starting point. They break on the `doc_id` rotation schedule, but with the right division of labor, public data is reachable without account risk. When the anonymous throttling or the account-ban exposure becomes the blocker at volume, routing requests through the [Scrapfly Web Scraping API](https://scrapfly.io/products/web-scraping-api) with Anti Scraping Protection keeps the pipeline running without a login. For the full Instagram endpoint breakdown, `doc_id` rotation details, and the complete code walkthrough, the pillar covers everything that goes beyond what the open-source scrapers expose on their own. [How to Scrape Instagram in 2026Tutorial on how to scrape instagram.com user and post data using pure Python. How to scrape instagram without loging in or being blocked.](https://scrapfly.io/blog/posts/how-to-scrape-instagram) Legal Disclaimer and PrecautionsThis tutorial covers popular web scraping techniques for education. Interacting with public servers requires diligence and respect: - Do not scrape at rates that could damage the website. - Do not scrape data that's not available publicly. - Do not store PII of EU citizens protected by GDPR. - Do not repurpose *entire* public datasets which can be illegal in some countries. Scrapfly does not offer legal advice but these are good general rules to follow. For more you should consult a lawyer. [ Add as a preferred source ](https://google.com/preferences/source?q=scrapfly.io) Table of Contents Table of Contents- [Key Takeaways](#key-takeaways) - [Which Open-Source Instagram Scraper Should You Use?](#which-open-source-instagram-scraper-should-you-use) - [How Did We Rank These Instagram Scrapers?](#how-did-we-rank-these-instagram-scrapers) - [1. Instaloader: Best for Downloading Public Profile Media](#1-instaloader-best-for-downloading-public-profile-media) - [2. Scrapfly instagram-scraper: Best for Production Reliability Without Maintenance](#2-scrapfly-instagram-scraper-best-for-production-reliability-without-maintenance) - [3. instagrapi: Best for Full Private-API Automation in Python](#3-instagrapi-best-for-full-private-api-automation-in-python) - [4. instagram-scraper (drawrowfly): Best for No-Login CLI Extraction](#4-instagram-scraper-drawrowfly-best-for-no-login-cli-extraction) - [5. instagram-private-api: Best for the Node.js and TypeScript Ecosystem](#5-instagram-private-api-best-for-the-node-js-and-typescript-ecosystem) - [6. Osintgram and Toutatis: Best for OSINT and Profile Reconnaissance](#6-osintgram-and-toutatis-best-for-osint-and-profile-reconnaissance) - [Not Ranked: insta-scrape Is Archived, and Why It Still Shows Up in Search](#not-ranked-insta-scrape-is-archived-and-why-it-still-shows-up-in-search) - [Should You Scrape Logged Out or Log In? (The Honest Trade-off)](#should-you-scrape-logged-out-or-log-in-the-honest-trade-off) - [Why Open-Source Instagram Scrapers Break (and How to Keep One Running)](#why-open-source-instagram-scrapers-break-and-how-to-keep-one-running) - [Is Scraping Instagram Legal in 2026?](#is-scraping-instagram-legal-in-2026) - [FAQ](#faq) - [Conclusion](#conclusion) Join the Newsletter Get monthly web scraping insights Scale Your Web Scraping Anti-bot bypass, browser rendering, and rotating proxies, all in one API. Start with 1,000 free credits. No credit card required 1,000 free API credits Anti-bot bypass included [Start Free](https://scrapfly.io/register) [View Docs](https://scrapfly.io/docs/onboarding) Not ready? Get our newsletter instead. ## Related Articles [ python scrapeguide ### How to Scrape Instagram in 2026 Tutorial on how to scrape instagram.com user and post data using pure Python. 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