Best Web Scraping Tools for Python
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Compare the Top Web Scraping Tools that integrate with Python as of April 2026
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This a list of Web Scraping tools that integrate with Python. Use the filters on the left to add additional filters for products that have integrations with Python. View the products that work with Python in the table below.
What are Web Scraping Tools for Python?
Web scraping tools, also known as web scrapers, are software tools that enable users to scrape data from web pages. Web scraping tools are automated software scripts that extract content, images, HTML, and structured data from the web. They can navigate web pages, parse HTML content, and collect structured data for analysis or storage. Different tools offer various capabilities for handling dynamic content, automation, and large-scale data extraction. These tools are widely used for market research, competitive analysis, and data aggregation. Compare and read user reviews of the best Web Scraping tools for Python currently available using the table below. This list is updated regularly.
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1
Bright Data
Bright Data
Bright Data is the world's #1 web scraping platform, trusted by 20,000+ companies including Fortune 500 enterprises. Scrape any public website without blocks, CAPTCHAs, or IP bans using the Web Scraper API, Web Unlocker API, Browser API (Puppeteer/Playwright/Selenium), and Scraper Studio. The platform handles proxy rotation, JavaScript rendering, browser fingerprinting, and CAPTCHA solving automatically. With 400M+ real IPs, 99.99% uptime, and a 99.95% success rate, it delivers reliable data at any scale. Results arrive in JSON, CSV, or NDJSON. Fully compliant with GDPR, CCPA, ISO 27001, SOC 2 & 3. Free trial available; pay only for successful requests.Starting Price: $0.066/GB -
2
Ficstar
Ficstar Software Inc.
Ficstar is a fully managed web scraping and enterprise data extraction company headquartered in Toronto, Canada. Founded in 2005, Ficstar provides end-to-end data collection solutions that handle every aspect of the scraping pipeline — infrastructure, proxy management, data parsing, structuring, and delivery — so enterprise clients receive clean, accurate, real-time data without building or maintaining any in-house scraping systems. Serving 200+ major companies across industries including e-commerce, finance, retail, and market research, Ficstar specializes in large-scale, compliance-conscious web data extraction tailored to each client's specific requirements. Solutions are fully customized, scalable, and designed for seamless integration with existing business intelligence and data workflows. With over two decades of experience, Ficstar is a trusted partner for enterprises that depend on reliable, structured web data to power competitive intelligence, pricing analysis, lead generaStarting Price: $1,000 -
3
Firecrawl
Firecrawl
Crawl and convert any website into clean markdown or structured data, it's also open source. We crawl all accessible subpages and give you a clean markdown for each, no sitemap is required. Enhance your applications with top-tier web scraping and crawling capabilities. Extract markdown or structured data from websites quickly and efficiently. Navigate and retrieve data from all accessible subpages, even without a sitemap. Already fully integrated with the greatest existing tools and workflows. Kick off your journey for free and scale seamlessly as your project expands. Developed transparently and collaboratively. Join our community of contributors. Firecrawl crawls all accessible subpages, even without a sitemap. Firecrawl gathers data even if a website uses JavaScript to render content. Firecrawl returns clean, well-formatted markdown, ready for use in LLM applications. Firecrawl orchestrates the crawling process in parallel for the fastest results.Starting Price: $16 per month -
4
ScraperAPI
ScraperAPI
ScraperAPI is a powerful web scraping API that enables users to collect data from any public website without worrying about proxies, browsers, or CAPTCHA challenges. It offers scalable and consistent data extraction solutions, including plug-and-play scraping, structured endpoints, and asynchronous request handling. The platform supports scraping popular sites like Amazon, Google, Walmart, and more, transforming raw web pages into clean, structured JSON or CSV data. Users can automate complex data pipelines without coding and benefit from global proxy coverage and geotargeting. ScraperAPI saves development time by managing proxy rotation, CAPTCHA solving, and browser rendering behind the scenes. Trusted by over 10,000 companies, it serves billions of requests monthly to help businesses gain competitive advantage through efficient data collection.Starting Price: $49 per month -
5
ScrapeOwl
ScrapeOwl
We only use the highest quality residential IP addresses to ensure reliability and uptime. Run chrome instances to scrape-at-scale without worrying about resource usage or browser and session management. Get country-specific results for platforms that use localization to display prices and descriptions like Amazon.fr vs Amazon.ae and eBay. Circumvent web security measures by getting data without triggering Catpchas on Cloudflare, Hcaptcha, Google recaptcha. Get country-specific results for platforms that use localization to display prices and descriptions like Amazon.fr vs Amazon.ae and eBay. Extract only the elements you need from a page without needing to parse html yourself. Collect products, prices, and descriptions from product listing pages on e-commerce platforms. APIs are consumed programmatically, meaning you write a program to get the data you want from websites you want to scrape and parse.Starting Price: $29 per month -
6
Piloterr
Piloterr
Piloterr API handles crawlers and rotates proxies for you. Piloterr is a software platform that enables forward-thinking companies to leverage the full potential of the web. Piloterr gives you the tools and know-how to grow your business faster. We are always expanding our code and building new APIs for different search engines. You can create a feature request on our Roadmap. We aren't able to build APIs for every websites for a variety of reasons but we do always make additions where they are needed and able to be done. Only successful requests are counted towards your monthly searches. Cached, errored and failed searches are not. We are always happy to help users to be able to use our API! You can chat us and we'll try and get back to you within a single business day.Starting Price: $49 EUR/month -
7
SerpApi
SerpApi
Leverage our infrastructure (IPs across the globe, full browser cluster, and CAPTCHA solving technology), and exploit our structured SERP data in the way you want. In addition, each API request runs in a full browser, and we'll even solve all CAPTCHAs. Mimicking completely what a human will do. This guarantees that you get what users truly see. SerpApi uses Google’s geolocated, encrypted params and routes your request through the proxy server nearest to your desired location to ensure accuracy. Lots of structured data is available for each result, including links, addresses, tweets, prices, thumbnails, ratings, reviews, rich snippets, and more.Starting Price: $50 per month -
8
ScrapingBypass
ScrapingBypass
ScrapingBypass Web Scraping API can bypass all anti-bot detection, Bypass Cloudflare, CAPTCHA verification, WAF, and CC protection. Provides HTTP API and Proxy with a built-in global exclusive high hidden static residential proxy IP. Includes interface address, request parameters, return processing. Also allows setting of Referrer, browser UA, headless status, and other browser fingerprint device features. Support: Python, Curl, Java, NodeJS Bypass CAPTCHA Verification Code Available to CAPTCHA, GeeTest and other verification codes Bypass Cloudflare Verification Bypass Cloudflare anti-bot scraping shield WAF, CC protection Unlimited Data Scraping Built-in one-stop global exclusive high hidden static proxy IPStarting Price: $5.9/3 days -
9
Maps Scraper AI
Maps Scraper AI
Get local leads with the power of AI. AI-driven strategies such as generating local B2B leads from maps can be beneficial for businesses that want to target specific geographic regions. Scraping Maps data has many benefits, including lead generation, research and data science, monitoring competition, and obtaining business contact details. It can help businesses understand customer needs, research competitors, and develop new strategies. Unique ability to extract email addresses associated with listed companies, which are not typically displayed on Maps. Batch search capability to search for multiple keywords simultaneously, streamlining the process. Lightning-fast results and time savings by providing instant, accurate insights without the need to build and test a custom web scraping tool. Mimics real user behavior using Chrome, reducing the risk of being blocked by Maps. Allows data extraction from Maps without writing any code.Starting Price: $9.99 per month -
10
Hyperbrowser
Hyperbrowser
Hyperbrowser is a platform for running and scaling headless browsers in secure, isolated containers, built for web automation and AI-driven use cases. It enables users to automate tasks like web scraping, testing, and form filling, and to scrape and structure web data at scale for analysis and insights. Hyperbrowser integrates with AI agents to facilitate browsing, data collection, and interaction with web applications. It offers features such as automatic captcha solving to streamline automation workflows, stealth mode to bypass bot detection, and session management with logging, debugging, and secure resource isolation. The platform supports over 10,000 concurrent browsers with sub-millisecond latency, ensuring scalable and reliable browsing with a 99.9% uptime guarantee. Hyperbrowser is compatible with various tech stacks, including Python and Node.js, and provides both synchronous and asynchronous clients for seamless integration.Starting Price: $30 per month -
11
ScrapFly
ScrapFly
Scrapfly offers a suite of APIs designed to streamline web data collection for developers. Their web scraping API enables efficient extraction of web pages, handling challenges like anti-scraping measures and JavaScript rendering. The Extraction API utilizes AI and large language models to parse documents and extract structured data, while the screenshot API allows for capturing high-quality visuals of web pages. These tools are built to scale, ensuring reliability and performance as data needs grow. Scrapfly also provides comprehensive documentation, SDKs in Python and TypeScript, and integrations with platforms like Zapier and Make to facilitate seamless integration into various workflows.Starting Price: $30 per month -
12
ScraperX
ScraperX
ScraperX is an AI-powered web scraping API designed to simplify and accelerate data extraction from any website. It offers intuitive integration with support for multiple programming languages, including Node.js, Python, Java, Go, C#, Perl, PHP, and Visual Basic. It features smart data extraction that automatically identifies and captures relevant data patterns across various website structures, eliminating the need for manual configuration. Users can send API requests specifying the website and data to extract, and the platform processes and analyzes the data accordingly. Real-time monitoring capabilities allow users to track data collection and receive instant alerts for any changes or updates. ScraperX also handles CAPTCHA challenges and provides proxies and IP rotation to ensure seamless data extraction without interruptions. It is built on a scalable infrastructure, supporting varying request rates to accommodate different user needs.Starting Price: $40 per month -
13
GrabzIt
GrabzIt
GrabzIt is a web capture platform offering APIs and online tools to programmatically convert web content into usable formats, such as high-quality screenshots (PNG, JPG, WEBP, TIFF, BMP, SVG), searchable PDFs, editable DOCX files, rendered HTML, icons, animated GIFs from online videos, and structured data like CSV, JSON, or Excel from HTML tables, directly from URLs or raw HTML, while handling modern web standards including CSS3, web fonts, and JavaScript for accurate rendering. Its RESTful API and native libraries across major languages (PHP, Python, Node.js, Ruby, C#, Perl, and more) let developers integrate web capture functionality into applications, automate workflows, and customize options such as browser size, capture delay, element-specific screenshots, custom cookies, watermarks, and more; GrabzIt also includes a web scraper to extract data from websites, a screenshot tool for automated and scheduled captures with archival and exporting to local storage.Starting Price: $1.99 per month -
14
Zyte
Zyte
Zyte is a powerful web data extraction platform designed to help businesses access, process, and scale web data efficiently. It offers an all-in-one Web Scraping API that can unblock, render, and extract data from virtually any website. The platform uses advanced AI and automation to ensure high-quality, accurate data while keeping costs manageable. Zyte also provides managed data services, where experts build and maintain data pipelines for businesses. Its solutions support a wide range of use cases, including product data, news, social media, real estate, and job listings. Built-in legal compliance features ensure that data extraction is handled responsibly and securely. Overall, Zyte enables organizations to turn web data into actionable insights quickly and at scale. -
15
Zenserp
Zenserp
Our SERP API enables you to scrape search engine result pages in realtime. Through google search API services, you can do Standard search, image search, news search, maps search, news search, etc.Starting Price: $29 per month -
16
Handinger
Handinger
You don't need to know how to code, just call an HTTP endpoint to extract data. Ideal for training LLM models or storing content in your second brain. Good for training visual models or fetching web thumbnails. Extract information from a website (image, title, description). Perfect for extracting specific content from websites. Fetch the content from a website and convert it to Markdown. Removes irrelevant content but may also eliminate some important information. Take a screenshot of a website and return the image URL. Extract the most common metadata from a website and return the JSON. Fetch the content from a website and return the HTML. There's a rate limit, but it's quite generous, 1,000 requests per minute. This allows you to extract data rapidly while ensuring the service remains fair and reliable for all users. It's just an HTTP endpoint, so you can use it without any coding.Starting Price: $0.0005 per URL -
17
Scrapy
Scrapy
Scrapy is a fast high-level web crawling and web scraping framework, used to crawl websites and extract structured data from their pages. It can be used for a wide range of purposes, from data mining to monitoring and automated testing. Built-in support for selecting and extracting data from HTML/XML sources using extended CSS selectors and XPath expressions, with helper methods to extract using regular expressions. Built-in support for generating feed exports in multiple formats (JSON, CSV, XML) and storing them in multiple backends (FTP, S3, local filesystem). Robust encoding support and auto-detection, for dealing with foreign, non-standard and broken encoding declarations. -
18
Zenscrape
SaaS Industries
Our web scraping API handles all problems that are related to web scraping. Website HTML extraction has never been so easy! Response times are everything. Our API is among the fastest you will find in the industry. Our API always provides enough performance, no matter how many requests you submit. Chances are high that you are not alone with your use case. Join our customer family. We believe in fair pricing. Hence, we offer you 1000 API requests pers month for free. No strings attached! Getting started is easy. We provide an extensive request builder, that converts your requests into production ready code snippets. Zenscrape can be used with any programming language, as data can be simply retrieved by any HTTP client.Starting Price: $30 per month
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