7 Best Free Web Scraper Chrome Extensions in 2026 (Honest Review)

Most listicles for "best free web scraper Chrome extension" are written by the company whose tool sits at #1. This one is too — we make No Code Web Scraper — but we'll be honest about where it isn't the best fit and where the competitors win.

Here are the 7 free web scraper Chrome extensions worth installing in 2026, what each is genuinely good at, and what its actual free-tier limits look like.

Quick comparison

Extension	Free tier	No signup?	Pagination	Infinite scroll	Excel export
No Code Web Scraper	Unlimited	Yes	Yes	Yes	Yes
Webscraper.io	Cloud rows limited	No	Yes	Yes	Yes
Instant Data Scraper	Unlimited (unmaintained)	Yes	Limited	Yes	CSV/XLSX
Data Miner	500 rows/month	No	Yes	Yes	Yes
Simplescraper	100 credits/month	No	Yes	Yes	Yes
ParseHub	200 pages/run, 5 projects	No	Yes	Yes	Yes
Bardeen	Trial then paid	No	Yes	Yes	Yes

Now the breakdowns.

1. No Code Web Scraper

Free tier: Truly free — install and scrape, no signup, no row caps on basic use.

Strengths:

• Visual point-and-click selector that's friendly for non-coders
• Auto-detection of repeating elements in one click
• Pre-built recipes for Amazon, Google Maps, LinkedIn, Yelp, and more
• Multi-page scraping + infinite scroll built in
• Export to Excel, CSV, or JSON
• Data stays local in your browser

Weaknesses:

• Newer than Webscraper.io, so the community is smaller (fewer Stack Overflow answers)
• No cloud / scheduled scraping yet (planned)

Best for: Anyone who wants the fastest path from "I see this list" to "I have an Excel file." Marketers, sales teams, researchers, real-estate investors.

Install No Code Web Scraper.

2. Webscraper.io

Free tier: Browser-based use is free; cloud-scraping has tight free row caps.

Strengths:

• Mature, large user base, lots of tutorials
• Powerful "sitemap" model — handles complex multi-step scrapes
• Cloud product available for scheduling

Weaknesses:

• Steeper learning curve — building a sitemap requires understanding selectors
• Cloud tier gets expensive fast once you exceed the free row cap
• Less friendly for one-off scrapes — feels engineering-grade

Best for: Power users building durable, complex, multi-page scrapers.

3. Instant Data Scraper

Free tier: Fully free.

Strengths:

• Dead simple — one button, done
• 1M+ users on Chrome Web Store
• Auto-detects tables and lists

Weaknesses:

• The tool is no longer actively maintained by Web Robots. Bug reports go unanswered.
• Limited customization — what it auto-detects is what you get
• No real "field picker" for fine-grained selection

Best for: Someone scraping a simple table once. For ongoing work, see Instant Data Scraper alternatives.

4. Data Miner

Free tier: 500 page-rows per month, then paid.

Strengths:

• Big public recipe library
• Long-standing brand
• Solid pagination support

Weaknesses:

• 500-row free cap is restrictive
• Sign-up required
• UI feels dated

Best for: Users who want a public recipe library and don't mind a signup.

5. Simplescraper

Free tier: 100 credits/month (1 credit per page).

Strengths:

• Clean UI, good UX
• Cloud + scheduling on paid tiers
• Webhook output for automation

Weaknesses:

• 100-credit free tier runs out fast
• Sign-up required
• Less flexible for ad-hoc scraping than NCWS or Webscraper.io

Best for: Light, automated, scheduled scrapes. Power-users with paid budget.

6. ParseHub

Free tier: 5 projects, 200 pages per run, 14-day data retention.

Strengths:

• Handles complex flows (clicks, forms, conditional logic)
• IP rotation on paid tiers

Weaknesses:

• Sign-up required
• More of a desktop app than a Chrome extension
• Steep learning curve
• Free retention is 2 weeks only

Best for: Complex multi-step workflows where you need clicks + form fills, not just data extraction.

7. Bardeen

Free tier: Trial only, then paid. Not really "free" anymore.

Strengths:

• Heavy AI integration
• Integrates with Notion, Sheets, Salesforce

Weaknesses:

• No real free tier for scraping in 2026
• More an automation tool than a scraper
• Sign-up required

Best for: Teams who already use Bardeen for automation and want scraping bolted on. If you're just here for scraping, skip it.

How to choose

Match the tool to the job:

• One-off, just need a CSV: No Code Web Scraper or Instant Data Scraper.
• Recurring, scheduled, cloud-run: Webscraper.io or Simplescraper paid tiers.
• Complex multi-step (login, click, scrape): ParseHub.
• Need a public recipe library: Data Miner.
• Need AI / automation glue: Bardeen.

For 80% of people the answer is "I just need this list in Excel right now." That's the No Code Web Scraper sweet spot — and it's free.

FAQs

What's the best free web scraper Chrome extension in 2026?

Depends on your use case. For non-coders who want zero-setup point-and-click scraping with no row caps, No Code Web Scraper is hard to beat. For complex, scheduled, cloud-run scrapes, Webscraper.io's paid tier is the industry standard.

Are free web scraper Chrome extensions safe?

If installed from the Chrome Web Store and the extension is open about what data it collects, yes. Read the permissions screen carefully — any extension that asks to "read and change all your data on the websites you visit" technically can. Extensions that process everything locally (like No Code Web Scraper) are safer than ones that send your scraped data to a cloud you didn't ask for.

Does a free web scraper Chrome extension work without signup?

Some do, most don't. Of the ones above, No Code Web Scraper and Instant Data Scraper require zero signup. The rest gate the free tier behind an account.

Can a Chrome extension scrape Amazon, LinkedIn, or Google Maps for free?

Yes. The same extension works on all three — see the dedicated Amazon, LinkedIn, and Google Maps guides.

Is it legal to scrape with a Chrome extension?

Extracting publicly available data is generally legal in most jurisdictions. What you do with the data (especially personal data under GDPR/CCPA) matters more — always respect site terms and applicable law.

The honest answer

Every extension above is "free" in some sense, but only a few are free in practice for the kinds of jobs most people actually run. Install the one that matches your task, not the one with the biggest install count.

If you want to skip the trial-and-error: install No Code Web Scraper and start with the quick-start tutorial. It's free, no signup, and works on every site listed above.