Best Free Web Scrapers (2026): Free Tools That Actually Work

A scraper that stops you at 500 pages a month is a sample, not a tool. Most roundups of free web scrapers skip that part, because the vendor writing the list usually sells one of the entries in it. This page sorts the field the other way: by what you can get done at exactly $0, permanently, with every ceiling stated as a number.

Tool	Kind of free	The $0 ceiling	Code?	What comes after free
Scrapy	Open source	None. Your machine is the cap	Python	Nothing. BSD license, free forever
Octoparse	Free tier	10 crawlers, 10,000 records per export, 50,000 records/month	No	Cloud runs, scheduling, IP rotation are paid
Web Scraper	Free extension	Unlimited local runs, no page cap	No	Cloud execution from $50/month
Crawl4AI	Open source	None	Python	Nothing. Apache-2.0
ParseHub	Free tier	5 projects, about 200 pages per run, slow workers	No	$189/month to lift the caps
Data Miner	Free extension	500 pages per month	No	Paid plans for more pages and recipes
Firecrawl	Free credits	A starter credit batch, then pay-as-you-go	Minimal (API)	$5 buys 1,000 Hobby credits
Magpie	Open source core + app trial	Core CLI: unlimited. Desktop app: 5 runs per install	CLI yes, app no	Desktop: $49/month, then read-only

Ranking logic: how much work you finish at $0 before a cap stops you, then how much code stands between you and the first result. Hosted versus local is a preference, not a rank. I flag it where it changes the answer.

Every free web scraper falls into one of four groups

Free tools for web scraping come in four kinds, and the kind decides when you get cut off.

• Open source. No meter, no account, no cap. You run it, you maintain it. Scrapy, Crawl4AI, Magpie’s core CLI.
• Free tier of a paid tool. Genuinely usable, with a hard ceiling that exists to sell the upgrade. Octoparse, ParseHub, Firecrawl.
• Free extension. The local runs cost nothing because they burn your own browser and laptop instead. Extensions are the website scraping tools free of any signup: Web Scraper, Data Miner.
• Trial bait. “Free” for 7 days or one batch of credits, once. None of those made this list.

Vendor lists blur these together because “free tier” reads better next to “open source” than “monthly cap” does. The top free web scraping tools in any given roundup are usually whatever its publisher sells. A search for a site scraper free of install, a data scraper free of accounts, or scraping software free of trial timers is asking one question: how much work happens before a cap stops you? Check the kind before you check the features.

1. Scrapy: free of every cap, if you write Python

Scrapy has been the incumbent since 2008. BSD-licensed, 60,000+ GitHub stars, maintained by Zyte, and it has outlived several generations of scraping startups. It is free in the strongest sense: no page limits, no export limits, no account, no expiry.

If you write any Python, it is the best free scraper in this list. The trade is that Scrapy is a framework, not an app. Your first crawl is a project scaffold, not a click:

pip install scrapy
scrapy startproject prices && cd prices
scrapy genspider books books.toscrape.com
# edit prices/spiders/books.py, then:
scrapy crawl books -O books.json

What you get for that hour: item pipelines, per-domain rate limiting, auto-throttle, retries, resumable jobs, and a debugging story that never surprises you.

Pros

• No caps of any kind. A 100,000-page crawl costs your electricity, not a subscription
• Battle-tested at scale; job persistence means a crashed spider resumes instead of restarting
• Deterministic output: same site, same settings, same records out

Cons

• Python and project structure required. There is no point-and-click mode
• JavaScript sites need scrapy-playwright, which doubles the moving parts
• Output is structured records you define. Clean markdown for LLMs is a build-it-yourself step

2. Octoparse: the biggest usable free tier in no-code scraping

Octoparse is a desktop app (Windows and macOS) where you click the data you want instead of writing selectors. Its free plan, per the vendor’s own help center as of February 2026: free software, unlimited pages per crawl, 10 crawlers, 10,000 records per export, 2 concurrent local runs, and up to 50,000 exported records per month. That is the most generous $0 ceiling among the no-code tools here.

The cap that bites first is the export one. Ten thousand records is one mid-size product catalog or a few months of listings. When a recurring job outgrows it, the features you need next, cloud execution, scheduling, IP rotation, are all paid. Even so, Octoparse stays among the best data scraping tools free of trial timers, because its limits are public numbers, not countdown clocks.

Pros

• Real work at $0: 50,000 records a month covers most personal and small-business jobs, the widest of any web scraping software free plan here
• Unlimited pages per crawl, so a deep crawl of a small site fits the free plan
• Point-and-click extraction; the app handles pagination and infinite scroll

Cons

• Free runs execute locally. Your machine stays busy for the duration, and closing the app stops the job
• Scheduling lives in the paid cloud. A free-plan job runs when you press start, not on a cron
• The record ceiling converts monthly, so a big month burns it even if each export is small

3. Web Scraper: the free extension that runs on your machine

Web Scraper (webscraper.io) is a browser extension where you build a “sitemap” of selectors by clicking elements. Local runs are unlimited and uncapped: the free extension has no page limit, because the cost is your own CPU and your own laptop staying awake.

No signup, no key, no sync: it is website scraper software free of accounts. The costs show up elsewhere. The run dies if the tab closes, the browser struggles past a few thousand pages, and there is no scheduling outside the paid cloud, which starts at $50/month.

For a one-off pull of a few hundred rows, it is the fastest tool here. For anything recurring, it is a demo of the paid product.

Pros

• Zero cost with no page cap on local runs
• Point-and-click selector building; a table scrape takes minutes
• Works on sites you’re logged into, because it runs in your own session

Cons

• No scheduling, no headless mode, no cloud without paying from $50/month
• Big runs in one tab will throttle or crash a browser
• Dynamic, JS-heavy pages need the extension’s slower element-wait handling, and it still misses lazy content sometimes

4. Crawl4AI: free markdown for LLM pipelines

Crawl4AI is the open-source answer for feeding language models. Apache-2.0 licensed, 58,000+ stars since its 2024 debut, and it runs entirely on your box with no API costs. It outputs markdown tuned for context windows, and it can call local models through Ollama for extraction, so the whole pipeline stays free and offline. Of the free data scraping software here, it is the one LLM pipelines default to.

The BM25 content filter is the feature worth the install: give it a query and it keeps only the page sections that match, before anything gets embedded.

Pros

• No caps, no accounts, no per-request cost, ever
• Local LLM support (Ollama), so extraction costs zero tokens
• Async engine with adaptive crawling that reuses selectors that worked

Cons

• Python and asyncio ceremony. Scripts that do other things get contorted around it
• No GUI, no export targets. You wire storage and scheduling yourself
• Markdown quality is good, not surgical; deeply nested docs sidebars still need tag filters

5. ParseHub: no-code on JavaScript-heavy sites, until the caps

ParseHub is a desktop builder for sites that load content with clicks, scrolls, and AJAX. That makes it the free website data scraper for pages that reveal nothing until you interact. The free plan gives you 5 projects and capped runs, about 200 pages each at the current count. Every loaded batch counts toward that cap: each “load more” click, each pagination page.

Their own help docs confirm the per-run limit without printing the number; the pricing page holds it.

Two things to know before starting. Free runs execute on ParseHub’s servers, so your scraped data transits their cloud even at $0. And the paid tier that lifts the caps starts at $189/month, which is the steepest free-to-paid jump in this list.

Pros

• Handles JS-heavy, click-driven sites that plain extensions can’t
• Point-and-click builder with real debugging views
• Free tier is enough to build and test projects properly

Cons

• About 200 pages per run on free; a mid-size site doesn’t fit
• $189/month entry point to lift caps, add scheduling, or use IP rotation
• Your data passes through ParseHub’s cloud, not just your machine

6. Data Miner: recipes for the sites everyone scrapes

Data Miner is a browser extension built around recipes: prebuilt extraction plans for popular sites, plus your own. The free plan is 500 pages per month, straight from their pricing page. Five hundred is fine for a weekly pull of one listing page. It is not fine for a catalog.

The recipe model is the actual product. If someone already wrote a recipe for your target site, you scrape in one click. When the site redesigns, the recipe breaks, and you wait for its maintainer or write your own.

Pros

• One-click scraping on popular sites via community recipes
• 500 pages a month free on the base plan
• Results export straight to CSV or Google Sheets

Cons

• 500 pages/month is the lowest hard cap in this list
• Recipes are crowd-maintained and break quietly on site redesigns
• Recipe quality varies; verify row counts before trusting a pull

7. Firecrawl: free credits on a hosted API

Firecrawl is a hosted API that turns a URL into clean markdown, crawls whole sections, and handles JS rendering for you. There is a free credit batch to start; the allotment has moved between 500 and 1,000 credits over the past year, so check the pricing page before you build on it. After that it is pay-as-you-go: $5 buys 1,000 credits on the Hobby tier, and a page costs 1 credit.

Most web data scraping tools free tiers behave this way: the credits are an evaluation budget, not a plan. One misconfigured crawl against a site with an aggressive calendar pagination can eat the whole batch in an afternoon.

Pros

• Fastest path from URL to clean markdown of anything here
• Handles JS, pagination, and boilerplate stripping server-side
• AGPL self-host option exists if you outgrow the cloud

Cons

• Every page you scrape transits their servers
• The self-hosted build covers the core features only; some cloud capabilities stay cloud-side
• Pay-as-you-go means the meter runs on bugs, not just on jobs

8. Magpie: free core, capped app, and the limits stated plainly

Full disclosure: I build with this one, and it’s the reason this list exists in this shape. Magpie ships as two things, and they are not equally free. The core CLI is open source under AGPL-3.0-or-later: a single Go binary, no account, unlimited runs, free. The desktop app is free to download but allows 5 free runs per install; after that it costs $49/month, and if you lapse it goes read-only rather than dead, so history and exports keep working.

magpie scrape https://example.com/pricing --out pricing.md

The plain-language limit: there is no hosted API, no in-browser tool, and no mobile app. If you want a website scraper free of any install, Magpie is not it; the online scrapers cover that case. What you get in exchange: the data never leaves your machine, output is clean markdown with a JSON-LD sidecar, and crawls resume from a SQLite visited-set. The selector cache is self-healing: when a site redesign breaks extraction, Magpie notices the null-rate climb and re-synthesizes selectors instead of silently returning garbage.

Pros

• Core CLI: unlimited free runs, no account, and the data never leaves your machine
• Watch mode with webhooks, login sessions, and JS actions for sites that need them
• An MCP server, so coding agents can drive it directly
• robots.txt respected and per-host throttling built in

Cons

• The desktop app’s free tier is 5 runs, not unlimited, and that is the version most people will meet first
• No online or hosted mode at all, by design
• AGPL copyleft: closed-source embedding of the core needs a commercial license

Free data scraping tools, by job

Every roundup of the best free web scraping tools compares feature grids. Match the tool to the job’s shape instead, and the caps stop mattering.

• One table or directory, once: the Web Scraper extension, or Data Miner if a recipe exists. The 500-page cap is irrelevant at this size. The Chrome extension deep dive covers setup for each.
• Recurring no-code job with real volume: Octoparse until exports pass 10,000 records, then re-decide. Once you are paying, what the best web scraping tools free tiers offer stops being the benchmark; compare against the full scraping tools list instead, because paid plans change the ranking.
• You write Python: the best free web scraping software for programmers is Scrapy for structured records, Crawl4AI for markdown. The open-source scraping tools comparison goes deeper on both.
• JavaScript-heavy site, no code: the best free website scraper for click-driven pages is ParseHub, within its run caps.
• Compliance says the data stays local: Magpie’s core CLI, a free web data scraper that never phones home. The cloud versus local breakdown explains that trade in full.
• Zero install, right now: a browser-based online scraper gets you a web data extractor free of any setup, with the usual online-tool ceilings.
• You wanted an API: the free tiers of web scraping APIs are a different list with different limits.

When a free ceiling starts costing you hours instead of dollars, the math flipped. The real cost of web scraping page walks that calculation. These are the free tools for data scraping that survive a real job; the rest on your search results page are trials wearing a free label.

FAQ

What’s the best free web scraper without coding? Octoparse for volume: 50,000 records a month at $0. Web Scraper or Data Miner for a quick one-off in the browser. ParseHub when the site needs clicks and scrolls to reveal data. For tabular targets, the best free data scraper is often whichever recipe already exists for your site, which usually means Data Miner.

Are the best free scraping tools safe? Extensions and open-source tools run locally, so your data stays with you. Check requested permissions all the same. Hosted free tiers (Firecrawl, ParseHub) send every page through the vendor’s servers, which matters for anything sensitive.

Do free web scrapers handle JavaScript sites? Some. Of the free data scrapers here, ParseHub and Octoparse drive a real browser; Crawl4AI and Magpie render JS when a page needs it. Plain selector extensions struggle with lazy-loaded content and infinite scroll.

Why do free tools cap exports? A free tier is data scraping free of charge, not free of limits. The cap is the business model: free tiers prove the workflow works, then the ceiling forces the upgrade exactly when your job grows. Open source has no ceiling because there is no one to sell to.

Is web scraping legal? Reading public pages is generally legal; copyright, personal data, and terms of service are where risk lives. Respect robots.txt and rate limits. The legality guide covers the details.

Before you commit to any tool here, verify its current cap yourself. The data scraping free tools in this list change their numbers without much ceremony: Octoparse’s export limits, ParseHub’s page counts, and Firecrawl’s credit batch have all moved within the last year. A listicle that printed last year’s numbers is how people end up halfway through a project with a tool that can’t finish it. Every number on this page was checked against vendor pricing or help pages in October 2026.

The best free data scraping tools share one trait: the cap sits above your job, not below it. No web scraping tool for free does everything, so keep an open-source escape route in mind. If your job outgrows a cap this quarter, that is not a planning failure; it is the cap doing its job, and your cue to re-run this comparison with paid plans on the table.