Best Facebook Scraper Tools in 2025: Scrape Without Blocks

Facebook is often considered one of the hardest platforms to scrape. This is because its data is hidden behind login walls, loaded dynamically, and constantly guarded by anti-bot systems. Be it a simple task like extracting post content or group members, many are likely to fail with blocked accounts or empty results.

As you’re here, we assume that you’ve likely scraped Facebook, and your custom scripts or tools you've used so far aren't getting you far. Don’t worry, we have compiled a list of the most reliable Facebook scraping tools available in 2025.

We’ve also broken down why scraping fails, what the Facebook API actually offers, where the legal lines are drawn, and whether proxies are truly necessary, so you’re all covered.

Why Facebook Scraping Breaks More Than It Works?

Before you check the Facebook scraping tools, we recommend learning about why most scraping attempts fail. Many aren’t aware of where they are going wrong, so here are some of the most common reasons scraping tends to break:

• Attempting to scrape public posts without logging in often returns blank pages or blocked access.
• Building a scraper around Facebook’s layout works temporarily, until a small update can instantly break it.
• Trying to fetch posts, comments, or member data directly doesn’t work unless you scroll or interact with the page.
• Using the same account for multiple runs triggers blocks or restricts access behind the scenes.
• Running too many requests back-to-back makes activity appear suspicious and leads to throttling.
• Midway through scraping, unexpected CAPTCHAs or permission errors stop the process entirely.
• Even trusted tools stop working after Facebook’s backend changes that aren’t documented.

The reasons go even deeper than these common ones. But what if you're using the official Facebook API? Does that make scraping better? Let’s take a look.

Can the Facebook API Help You Scrape Data?

Is the Facebook API the official way to access Facebook data? It's a common question for many. If you’re unaware, Graph API is Facebook’s developer interface. You can use it to fetch data like posts, comments, and photos, but only from profiles, pages, or groups.

However, the catch is that you need permission. Plus, you’ll need an access token, and each request is tracked and rate-limited. While it might sound like a scraping solution, here’s the real deal.

• The API doesn’t let you access public group members, competitor pages, or user posts unless you're an admin or have explicit consent.
• You can’t extract large volumes of public-facing content across Facebook. It’s linked to your app’s permissions.
• Anything beyond those limits violates Facebook’s terms, so using the API for typical scraping tasks won’t get you far.

This is why scraping tools become essential. If your custom scripts aren’t getting the job done, the tools below offer a far more reliable way to extract Facebook data.

Top Facebook Scraping Tools in 2025

Facebook scraping tools come in different forms, and you can choose from the one that matches your needs. However, the catch is that you get many options. To help you choose better, we’ve categorized the tools and selected one out of each.

If you’re running low on time, check out the quick comparison table instead of going through each one.

1. Bright Data: Best All-In-One Scraping Tool

Bright Data offers both a no-code scraper and a flexible API. With these, you can scrape public Facebook data like posts, comments, profiles, events, reels, and marketplace listings. The best part is that you get ready-made scrapers curated for each.

The no-code scraper is for quick scraping. Simply, enter your target URLs, set parameters, and download results directly. However, API unlocks bulk requests, supports custom scheduling, and delivers results in formats like JSON, CSV, or NDJSON through Webhook or API delivery.

Bright Data includes crucial offerings like IP rotation, CAPTCHA solving, user-agent spoofing, and more. This reduces the need to manually manage tasks, which often end up being complex.

You can start with a 7-day free trial or go commitment-free with a “Pay-as-you-go” plan. Subscriptions start at $499/month (Growth), built for scaling teams. Bright Data is also suitable for enterprises, offering high-volume support, custom delivery options, and compliance with privacy regulations.

2. Nimbleway: Best for Web Scraping API (AI-Based)

While Nimbleway doesn’t offer a dedicated Facebook scraper, it offers an AI-based web scraping API that can be used for most web scraping tasks. All you do is send a request with the URL and configuration, and Nimble takes care of unblocking, parsing, and structured delivery.

Another reason to choose Nimbleway for scraping is its Browserless Drivers and AI fingerprinting. It renders JavaScript-heavy pages, rotates IPs, and helps bypass restrictions automatically, which is exactly what is needed for scraping public Facebook data.

The best part is that you can also configure batch scraping tasks, apply geotargeting, and automate delivery to S3 or GCS. The only catch with solutions similar to Nimbleway is that they need more developer involvement than the typical plug-and-play tools.

While it has a Pay-as-you-go plan and a subscription starting at $150 per month (Beginner), you get the most out of the Advanced plan.

3. Apify: Best for Scraping Templates

Apify is known as a ready-to-go solution for scraping, thanks to its extensive collection of actors. With dedicated actors for each, you can use Apify to scrape public Facebook data like posts, libraries, groups, comments, ads, pages, and more.

While the process might differ based on the actor, the overall approach remains the same. Enter the Facebook URLs you want to target, set parameters like the number of posts, retries, or proxy type, and launch the run. It’s that simple.

Once done, results can be exported in CSV, JSON, Excel, or delivered to tools like Slack, Google Sheets, or via webhook. The best part is that you get to create your actor using Apify’s Crawlee library. Plus, you can also manage proxies and add your proxy pool.

Pricing is based on compute units, and the free plan includes 10 CU to test things out. Apify subscription starts at $39/month (Starter plan), and each actor costs an additional $5, which you can purchase from the Apify Store.

4. Octoparse: Best for Visual No-Code Scraping

Octoparse is a great choice for those who want to scrape Facebook without coding. It is known for its visual scraping platform, which lets you design workflows by clicking through the page. To further ease things, it also offers dedicated templates that boost scraping by managing most inputs.

Unfortunately, Octoparse doesn’t offer a template for Facebook. That means you’ll have to create a custom scraper. But the process is fairly easy. Start by entering the Facebook post or page URL, wait for it to detect, and create a workflow.

Next, configure scrolling, pagination, or CAPTCHA handling if needed. Then, set up export options like Excel, CSV, JSON, or send it to your desired app through API or webhook. Octoparse also supports IP rotation, proxy configuration, and cloud-based scheduling, so you can run scrapers continuously and avoid blocks.

You get 10 requests with the free plan. To unlock full potential, subscribe to the Standard plan, which starts at $99 per month when billed annually.

5. Magical: Best for Browser-Based Scraping Through Extension

Like Octoparse, Magical comes with limited flexibility when scraping Facebook. It works as a Chrome extension, making it ideal for simple, browser-level tasks. To use it, open any public Facebook profile or page and select the data points you want.

Wait for it to scrape the data, and send structured data straight to Google Sheets, CSV, or another connected form. Magical supports scraping fields such as first name, last name, skills, and education. You can also define your own custom labels for other public fields.

It doesn’t support advanced scraping actions like scrolling or CAPTCHA solving, but it works well for simple, public data collection. You can use the tool for free, but the pricing isn’t listed, so you need to reach out to sales.

Pro Tip: If your scraping involves logins or managing multiple accounts, try to pair these tools with an anti-detect browser like Multilogin or Undetectable, if compatible. Doing so greatly benefits you by maintaining session integrity and reducing the chances of getting flagged.

Are Proxies Necessary for Facebook Scraping?

After going through the Facebook scraping tools, you might have come across them mentioning and using proxies. But why is it? In scraping, proxies are used to form a disguise. It hides your real IP address and rotates requests through different ones to avoid detection.

Without a proxy, your scraper sends too many requests from one IP, getting you detected. In the case of Facebook, you’re left with blocks, CAPTCHAs, or even account suspensions. This is the common situation for most scraping tasks.

While most scraping tools offer in-house proxies, if you want to use your proxies, there’s yet another confusion. With many options, what’s the right proxy choice for Facebook scraping?

• ISP Proxies (Recommended): They are fast, stable, and appear as legitimate residential users. You can use them for logged-in sessions, profile scraping, and tasks that require a consistent identity without getting flagged.
• Rotating Residential Proxies: These switch IPs automatically between real residential addresses, making each request appear as if it’s coming from a different user. They’re ideal for large-scale scraping tasks like crawling posts, comments, or groups without raising red flags.

Pro Tip: Always prefer clean and ethically sourced proxies that offer multiple locations. Also, make sure they’re backed by a stable network infrastructure with high uptime and support both HTTP and SOCKS5 protocols for flexible integration.

We offer a RESTful API that lets you manage proxy inventory, rotate IPs on demand, and track usage in real time. While we don’t scrape Facebook data directly, it can be seamlessly used with the infrastructure behind your custom or third-party scrapers. Our API returns data in JSON and supports filtering by proxy type, country, or ASN. It gives you complete flexibility and control for scalable scraping setups.

Is Facebook Scraping Legal? What Do ToS and Robots.txt Say?

After going through the hiQ vs LinkedIn case, which ruled in favor of allowing scraping of public data, you might assume that scraping is legal. But that doesn’t apply to Facebook. The platform puts strict limits in place, both legally and technically.

The Clearview AI case is a clear example of what happens when scraping public Facebook data goes too far. The company pulled billions of Facebook images without consent to build a facial recognition tool, prompting Meta to issue legal takedowns and bans.

Here’s a breakdown of what the Facebook Terms of Service and robots.txt file actually say.

From Facebook’s Terms of Service

• Automated Access is Prohibited: Facebook bans the use of bots or scripts to collect data without prior written permission. This directly makes most scraping attempts unauthorized and a potential violation of their terms.
• Reuse or Repurposing is Not Allowed: Users cannot copy, adapt, or republish Facebook content unless explicitly authorized. That means scraped data can’t be legally reused in your app, database, or research unless permitted.
• Violations Can Trigger Enforcement: Accounts engaging in scraping risk suspension, revoked access, or legal action. This creates a real consequence even if you’re using legitimate-looking accounts for scraping.

From Facebook’s Robots.txt File

• All User-Agents Are Blocked by Default: The directive User-agent: * Disallow: / prevents any bot from accessing the site. This blanket rule makes it clear Facebook doesn’t want any part of its site scraped automatically.
• Named Bots Are Explicitly Denied: Facebook blacklists GPTBot, ClaudeBot, Amazonbot, PerplexityBot, and other known crawlers. Even legitimate bots are blocked, signaling zero tolerance for automated data collection.
• Key Paths Are Off-Limits: Important scraping targets like /ajax/, /feeds/, /photos.php, and /sharer.php are blocked. These are the endpoints most scrapers rely on, meaning your tool will likely break or return nothing.
• Written Permission is Required: A notice states that automated collection is only allowed with Facebook’s express approval. Unless you have formal permission, your scraping setup is going against their stated policy.
• Data Collection Terms Apply: Any scraping must follow Meta’s Automated Data Collection Terms. Even if you somehow get access, you’re bound by strict usage terms that most scraping tools violate.

After going through Facebook’s ToS and robots.txt, it's clear that scraping is completely prohibited. It depends on what you're collecting and how. Let’s say, if you’re using it for small-scale, non-personal data for research or internal tools, the risk is low.

However, scraping user data, doing it repeatedly, or using it for commercial tools brings in legal and platform-level risks. Know your needs, and when in doubt, seek guidance and choose an ethical approach.