Best Web Scraping APIs for Python
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Compare the Top Web Scraping APIs that integrate with Python as of April 2026
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This a list of Web Scraping APIs 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 APIs for Python?
Web scraping APIs allow developers to extract data from websites programmatically without manually copying content. These APIs handle tasks such as sending HTTP requests, parsing HTML, and structuring data into a usable format like JSON or CSV. Many web scraping APIs include features like proxy rotation, CAPTCHA solving, and headless browser support to bypass restrictions. They are commonly used for market research, price comparison, competitive analysis, and news aggregation. By automating data extraction, web scraping APIs save time and enable real-time data collection at scale. Compare and read user reviews of the best Web Scraping APIs for Python currently available using the table below. This list is updated regularly.
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1
Bright Data
Bright Data
Bright Data's Web Scraping APIs deliver real-time, structured data from 250+ websites via a unified, developer-friendly interface — no scraper maintenance needed. Choose from the Scraper APIs (pay-per-result, starting $0.75/1K records), the Web Unlocker API (automated CAPTCHA bypass, from $1/1K requests), the SERP API (real-time search results across 7 engines), or the Browser API (cloud browser automation from $5/GB). All APIs handle proxy rotation, JavaScript rendering, and bot detection automatically. Supports REST, cURL, Python, Node.js, PHP, Java, Ruby, and Go. Data returned in JSON, HTML, or Markdown. 99.99% uptime, pay-only-for-success pricing, and 24/7 support. Free trial available.Starting Price: $0.066/GB -
2
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 -
3
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 -
4
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 -
5
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 -
6
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 -
7
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 -
8
Context.dev
Context.dev
Context.dev is a developer-focused API platform that provides real-time web data to power AI applications and workflows. It allows users to scrape, extract, and enrich data from websites without maintaining complex scraping infrastructure. The platform enables access to structured content such as HTML, markdown, images, and sitemaps from any URL. Context.dev also delivers company data, including logos, colors, descriptions, and social profiles, for enrichment and personalization. It supports use cases like AI agent web access, onboarding automation, and knowledge base creation. Developers can use the API to build intelligent systems that understand and interact with live web content. By centralizing web data extraction and enrichment, Context.dev simplifies building data-driven applications.Starting Price: $49 per month -
9
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 -
10
ScrapeGraphAI
ScrapeGraphAI
ScrapeGraphAI is an AI-powered web scraping platform that transforms unstructured web content into clean, organized JSON data. Designed for AI agents and large language models, it enables users to extract data from various websites, including e-commerce, social media, and dynamic web applications, using natural language instructions. The platform offers a simple API with official SDKs for Python, JavaScript, and TypeScript, facilitating quick setup without complex configurations. ScrapeGraphAI adapts to website changes automatically, ensuring reliable data collection. It is built for scalability, featuring automatic proxy rotation and rate limiting, making it suitable for both startups and enterprises. The platform operates on a transparent, usage-based pricing model, starting with a free tier and scaling according to user needs. Additionally, ScrapeGraphAI provides an open source Python library that utilizes large language models and direct graph logic.Starting Price: $20 per month -
11
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 -
12
serpstack
serpstack
Serpstack is a real-time Google Search Engine Results Page (SERP) API that provides developers with structured search data in JSON or CSV formats. It supports a wide range of search result types, including organic listings, paid ads, images, videos, news, shopping, local results, and more. The API allows for customization of search queries based on parameters such as location, device type, language, and user agent, enabling precise targeting of search data. Serpstack employs a robust proxy network and CAPTCHA-solving technology to ensure reliable data retrieval without the need for manual intervention. It is designed for scalability, capable of handling high volumes of requests without queuing, making it suitable for both small-scale and enterprise-level applications. Developers can integrate the API using various programming languages with comprehensive documentation and code samples provided to facilitate implementation.Starting Price: $26.99 per month -
13
OpenGraph
OpenGraph
OpenGraph.io is a developer-focused web API service that fetches and returns structured metadata from any given URL, primarily Open Graph tags such as title, description, image, and other relevant page information, so applications can generate rich link previews, embed contextual content, and automate metadata extraction without building custom scrapers. It works even on pages that lack well-defined Open Graph tags by inferring missing values from the page’s HTML, and offers different endpoint capabilities, including pure Open Graph tag extraction, more extensive content extraction (headers, paragraphs, structured page text), full HTML scraping with JavaScript rendering support, and high-speed screenshot capture for visual previews of web pages. The API returns data in a consistent JSON format tailored for integration into workflows, dashboards, apps, and marketing or content platforms, and developers can call it programmatically using API keys with SDKs or standard HTTP requests.Starting Price: $25 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
Serply
Serply
Serply.io is a developer-focused API platform that provides real-time, CAPTCHA-free Google Search Engine Results Page (SERP) data in JSON format. Designed for applications requiring precise search information, it delivers results in under 300 milliseconds. The API supports advanced queries across various Google services, allowing for tailored data retrieval. Serply.io ensures accurate location-based results by utilizing geolocated, encrypted parameters and routing requests through proximate servers. Developers can integrate the API using multiple programming languages such as Python, JavaScript, Ruby, and Go. It boasts a four-year track record with a 100% service level, offering responsive customer support and comprehensive documentation to assist users in implementation. Also, Serply.io provides open source tools like Serply Notifications, enabling users to schedule and receive notifications for specific search queries.Starting Price: $49 per month -
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
ProxyLite
ProxyLite
ProxyLite is a residential proxy and web data collection platform that provides access to a large global network of over 72 million real IP addresses across more than 190 locations, enabling users to collect public data, automate workflows, and access localized content without being blocked. It offers multiple proxy types, including rotating residential proxies, static residential proxies, datacenter proxies, and ISP proxies, all designed to deliver high anonymity, fast response times, and stable connections for large-scale operations. It supports unlimited sessions and high concurrency, allowing users to send frequent requests without bandwidth or usage restrictions, while maintaining a reported high success rate and uptime for consistent performance. It includes an all-in-one web scraping API that simplifies data extraction by handling request routing, IP rotation, and response processing within a single interface. -
19
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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