scraping
Build complex browser workflows visually. Stack blocks visually to build complex browser workflows and execute them via API.
Figranium is an open-source visual browser automation platform with a block-based editor, built-in scheduling, proxy rotation, and a REST API to run everything.
stateless browser running entirely on Workers.
Kitesurf is Cloudflare’s new stateless, highly scalable and cost-effective web browser that runs entirely on top of Workers and was designed specifically for the Agentic Cloud. Use this playground to explore Kitesurf capabilities. We inject Chrome DevTools in the UI, so you can inspect expanded DOM elements, read console messages, and watch network activity while Kitesurf renders pages. The Memory panel reports the WebAssembly footprint of each isolate, including frames, so you can gain a clear understanding of the resources each page is consuming.
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Give every agent its own browser.
The headless browser for AI agents and web scraping. Obscura is a headless browser engine written in Rust, built for web scraping and AI agent automation. It runs real JavaScript via V8, supports the Chrome DevTools Protocol, and acts as a drop-in replacement for headless Chrome with Puppeteer and Playwright.
Serve Markdown to AI Agents with Accept: text/markdown
Your site already has the content. Serving a Markdown variant lets agent AI clients skip nav/scripts/layout markup and read the content directly.
Token-Efficient Browser for AI Agents.
A persistent, policy-guarded Playwright browser for AI agents — network policy, encrypted credential vault, proof screenshots, and CAPTCHA solving.
Moli is a production-ready headless browser for AI agents. Its on-demand layout and rendering design combines a complete browser runtime with a lightweight resource footprint.
The web, wired into your local agent.
wigolo is a local-first server that hands any AI agent the whole web — search, fetch, crawl, extract, cache, and research. In your editor over MCP, in your framework through an SDK, or in your self-hosted stack over REST. No API keys. No cloud. No metered bill.
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Intercept any app, then call it from Python like a library.
A website, frozen as a shadow. Shadow any website for offline viewing, with the JavaScript stripped out .
kage renders every page in headless Chrome, snapshots the final DOM, removes every script and event handler, and downloads and rewrites the CSS, images, and fonts. The result looks like the live site but runs no code: a plain folder of .html files you can open straight from disk.
Convert any web page to clean, readable Markdown with just one click.
Turn any webpage into clean, LLM-ready Markdown in one click. Strip the browser, keep the structure, then copy or download instantly.
Google Search API.
Scrape Google and other search engines from our fast, easy, and complete API.
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AI Web Infrastructure Platform.
Open source web infrastructure for AI. Scrape, crawl, and automate the web, clean markdown, browser sessions, ready for your agents.
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Open-source LLM Friendly Web Crawler & Scraper.
Crawl4AI turns the web into clean, LLM ready Markdown for RAG, agents, and data pipelines. Fast, controllable, battle tested by a 50k+ star community.
URL to markdown for agents.
Turn websites into optimized, low token output to supercharge your context. Works with every agent.
The headless browser for AI agents and web scraping. Lightweight, stealthy, and built in Rust.
Obscura is a headless browser engine written in Rust, built for web scraping and AI agent automation. It runs real JavaScript via V8, supports the Chrome DevTools Protocol, and acts as a drop-in replacement for headless Chrome with Puppeteer and Playwright.
Scan your website to see how ready it is for AI agents. We check multiple emerging standards — from robots.txt and Markdown negotiation to MCP, OAuth, Agent Skills and agentic commerce.
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Turns any HTML page into clean markdown.
Mozilla Readability algorithm + hickory-to-markdown converter for Babashka.
Turns any HTML page into clean markdown by parsing it with jsoup, scoring content using the Mozilla Readability algorithm, extracting the main article body, and converting the hickory tree to markdown.
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Get the main content of any page as Markdown.
Defuddle extracts the main content from web pages. It cleans up web pages by removing clutter like comments, sidebars, headers, footers, and other non-essential elements, leaving only the primary content.
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Scrapy, a fast high-level web crawling & scraping framework for Python.
Stealth Chromium for Browser Automation. Stealth Chromium that passes every bot detection test.
Not a patched config. Not a JS injection. A real Chromium binary with fingerprints modified at the C++ source level. Antibot systems score it as a normal browser — because it is a normal browser.
Anti-scraper challenge for haproxy to stop naughty AI bots.
This is a simple anti-scraper solution for haproxy, using a similar "hashcash" challenge as anubis uses. The goal is to be as simple as possible, so this can be implemented alongside other haproxy rules to control traffic.
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
Its parser learns from website changes and automatically relocates your elements when pages update. Its fetchers bypass anti-bot systems like Cloudflare Turnstile out of the box. And its spider framework lets you scale up to concurrent, multi-session crawls with pause/resume and automatic proxy rotation — all in a few lines of Python. One library, zero compromises.
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Open Source CLI to Extract Design Systems & Tokens.
Extract any website’s design system into design tokens in a few seconds: logo, colors, typography, borders, and more. One command.
Extract design tokens from any website with one command. CSS to design system converter with W3C design tokens export.
Browser automation for everyone.
Doppelganger is a self-hosted, free browser automation and scraping platform built on Playwright, designed to handle everything from simple scraping to complex, human-like browser interactions. It provides a visual task editor, a structured JSON task format, and advanced execution modes that go far beyond traditional scrapers.
declarative web crawling with XPath.
wxpath is a declarative web crawler where traversal is expressed directly in XPath. Instead of writing imperative crawl loops, wxpath lets you describe what to follow and what to extract in a single expression. wxpath executes that expression concurrently, breadth-first-ish, and streams results as they are discovered.
A command-line utility for taking automated screenshots of websites.
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the deadliest poison known to AI.
This software is not made for making the Crawlers go away. It is an aggressive defense mechanism that tries its best to take the blunt of the assault, serve them garbage, and keep them off of upstream resources. Even though a lot of work went into making iocaine efficient, and nigh invisible for the legit visitor, it is an aggressive defender nevertheless, and will require a few resources - a whole lot less than if you’d let the Crawlers run rampant, though.
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Save web pages as Markdown files with preserved formatting. Perfect for documentation, articles, and note-taking.
Save web pages as Markdown files with preserved formatting. Zero setup required - just install and start saving!
Please find below a manually curated and researched list of users agents I came across. It's impressive to see how many of the bots active today flat out do not respect robots.txt settings — or claim to do it but ignore them. This list is updated regularly, whenever I spot new user agents and look into their behavior. There is no JavaScript, here no fancy search.
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A list of AI agents and robots to block.
This list contains AI-related crawlers of all types, regardless of purpose. We encourage you to contribute to and implement this list on your own site. See information about the listed crawlers and the FAQ.
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A proposal to standardise on using an /llms.txt file to provide information to help LLMs use a website at inference time.
We propose adding a /llms.txt markdown file to websites to provide LLM-friendly content. This file offers brief background information, guidance, and links to detailed markdown files.
llms.txt markdown is human and LLM readable, but is also in a precise format allowing fixed processing methods (i.e. classical programming techniques such as parsers and regex).
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☁️ Convert any site to clean markdown & llms.txt. Boost your site's AI discoverability or generate LLM context for a project you're working with.
Mdream core is a highly optimized primitive for producing Markdown from HTML that is optimized for LLMs.
Web path scanner. An advanced web path brute-forcer.
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Get your valid antibot cookies yourself!
Built with seleniumbase and FastAPI, this project aims to mimic FlareSolverr's API and functionality of providing you with http cookies and headers for websites protected with anti-bot protections.
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Botasaurus is a Swiss Army knife 🔪 for web scraping and browser automation 🤖 that helps you create bots fast. ⚡️
Botasaurus is an all-in-one web scraping framework that enables you to build awesome scrapers in less time, with less code, and with more fun.
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This document proposes a standardized vocabulary for expressing preferences related to how digital assets are used by automated processing systems. This vocabulary allows for the creation of structured declarations about restrictions or permissions for use of digital assets by such systems.
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state of the art browsing agent (WebArena 72.7%).
Meka Agent is an open-source, autonomous computer-using agent that delivers state-of-the-art browsing capabilities. The agent works and acts in the same way humans do, by purely using vision as its eyes and acting within a full computer context.
It is designed as a simple, extensible, and customizable framework, allowing flexibility in the choice of models, tools, and infrastructure providers.
AI-Powered Web Scraping & Data Enrichment. AI-powered web search with instant results and follow-up questions.
🔥 Blazing-fast AI search engine with real-time citations, streaming responses, and live data powered by Firecrawl
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Web Robots (also known as Web Wanderers, Crawlers, or Spiders), are programs that traverse the Web automatically. Search engines such as Google use them to index the web content, spammers use them to scan for email addresses, and they have many other uses.
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No-Code Web Data Extraction Platform. Turn Websites To APIs & Spreadsheets In Minutes.
Maxun lets you train a robot in 2 minutes and scrape the web on auto-pilot. Web data extraction doesn't get easier than this!
A powerful self-hosted web scraping solution. Scrape websites without writing a single line of code.
Defuddle extracts the main content from web pages. It cleans up web pages by removing clutter like comments, sidebars, headers, footers, and other non-essential elements, leaving only the primary content.
Transparent AI, Rooted in Research, Open to All. The Open Source Deep Researcher Tool. AI-Powered Online Data Information Synthesis Assistant.
CleverBee is a powerful Python-based research assistant agent using Large Language Models (LLMs) like Claude and Gemini, Playwright for web browsing, and Chainlit for an interactive UI. It performs research assistance by browsing the web, extracting content (HTML), cleaning it, and synthesizing findings based on user research topics.
Telegram Scraper & JSON Exporter & telegram chanels scraper.
A fast and reliable Telegram channel scraper that fetches posts and exports them to JSON.
PriceBuddy is an open source, self-hostable, web application that allows users to compare prices of products from different online retailers. Users can search for a product and view the prices of that product from different online retailers.
Anubis: self hostable scraper defense software.
Weighs the soul of incoming HTTP requests using proof-of-work to stop AI crawlers.
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- Block AI scrapers with Anubis @ Xe.
- Episode 146: When AI Attacks @ Self-Hosted.
- The surreal joy of having an overprovisioned homelab @ Xe.
- Open source devs are fighting AI crawlers with cleverness and vengeance @ TechCrunch.
- [Anubis] Utiliser la preuve de travail pour bloquer les robots @ Pofilo.fr :fr:.
- The Day Anubis Saved Our Websites From a DDoS Attack @ fabulous.systems.
- Protéger tous ses sites avec Anubis @ Dryusdan.space 🚀.
- A thought on JavaScript "proof of work" anti-scraper systems @ Wandering Thoughts.
- Anubis - Protégez votre site web contre les scrapers IA en moins de 15 minutes @ Korben :fr:.
- Ask HN: How to stop an AWS bot sending 2B requests/month? @ Hacker News.
- Comment protéger vos serveurs et lutter efficacement contre les crawlers d’IA @ Bearstech :fr:.
MCP server for fetch web page content using Playwright headless browser.
The headless browser. The future of browser automation.
Combining the flexibility of a Headless Chrome API with an innovative tailor-made browser for unmatched performance and efficiency in browser automation.
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This is a tarpit intended to catch web crawlers. Specifically, it's targetting crawlers that scrape data for LLM's - but really, like the plants it is named after, it'll eat just about anything that finds it's way inside.
It works by generating an endless sequences of pages, each of which with dozens of links, that simply go back into a the tarpit. Pages are randomly generated, but in a deterministic way, causing them to appear to be flat files that never change. Intentional delay is added to prevent crawlers from bogging down your server, in addition to wasting their time. Lastly, optional Markov-babble can be added to the pages, to give the crawlers something to scrape up and train their LLMs on, hopefully accelerating model collapse.
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Open Repository of Web Crawl Data.
Common Crawl maintains a free, open repository of web crawl data that can be used by anyone.
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Python based web automation tool. Powerful and elegant.
DrissionPage is a Python-based web automation tool. It can control the browser, send and receive packets, and combine the two. You can balance the convenience of browser automation with the efficiency of requests. It is powerful, built-in countless user-friendly design and convenient features. Its syntax is simple and elegant, the code is small, and it is friendly to beginners.
Open-Source LLM-Friendly Web Crawler & Scraper.
Crawl4AI delivers blazing-fast, AI-ready web crawling tailored for large language models, AI agents, and data pipelines. Fully open source, flexible, and built for real-time performance, Crawl4AI empowers developers with unmatched speed, precision, and deployment ease.
AIL-Framework is a powerful open-source project designed for online data analysis and web crawling, tailored for cybersecurity researchers and analysts.
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Turn websites into LLM - ready data.
DataFuel API scrapes entire websites and knowledge bases in a single query. Get clean, markdown-structured web data instantly for your RAG systems and AI models. No complex scraping code needed.
Open Source Intelligence Interface for Deep Web Scraping.
Darkdump is a OSINT interface for carrying out deep web investgations written in python in which it allows users to enter a search query in which darkdump provides the ability to scrape .onion sites relating to that query to try to extract emails, metadata, keywords, images, social media etc. Darkdump retrieves sites via Ahmia.fi and scrapes those .onion addresses when connected via the tor network.
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Self Hosted product tracker for Amazon, Walmart And many more.
Track products pricing across multi ecommerce stores such as amazon,ebay,walmart, target and many more.
simple-cloudflare-solver is an API to bypass Cloudflare's protection system. It can be used as a gateway by applications like Jackett and Prowlarr to access protected resources.
A Python program to scrape secrets from GitHub through usage of a large repository of dorks.
GitDorker is a tool that utilizes the GitHub Search API and an extensive list of GitHub dorks that I've compiled from various sources to provide an overview of sensitive information stored on github given a search query.
The Primary purpose of GitDorker is to provide the user with a clean and tailored attack surface to begin harvesting sensitive information on GitHub. GitDorker can be used with additional tools such as GitRob or Trufflehog on interesting repos or users discovered from GitDorker to produce best results.
Undetectable, Lightning-Fast, and Adaptive Web Scraping for Python.
Dealing with failing web scrapers due to anti-bot protections or website changes? Meet Scrapling.
Scrapling is a high-performance, intelligent web scraping library for Python that automatically adapts to website changes while significantly outperforming popular alternatives. For both beginners and experts, Scrapling provides powerful features while maintaining simplicity.