parcer/README.md

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        <a href="https://www.maxun.dev/?ref=ghread">
            <img src="/src/assets/maxunlogo.png" width="70" />
            <br>
            Maxun
        </a>
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    Transform the Web into Structured Intelligence<br>
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✨ Turn any website into clean, contextualized data pipelines for your AI applications ✨
<br />
Maxun is the easiest way to extract web data with no code.
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<p align="center">
    <a href="https://app.maxun.dev/?ref=ghread"><b>Go To App</b></a> •
    <a href="https://docs.maxun.dev/?ref=ghread"><b>Documentation</b></a> •
    <a href="https://www.maxun.dev/?ref=ghread"><b>Website</b></a> •
    <a href="https://discord.gg/5GbPjBUkws"><b>Discord</b></a> •
    <a href="https://www.youtube.com/@MaxunOSS?ref=ghread"><b>Watch Tutorials</b></a>
    <br />
    <br />
<a href="https://trendshift.io/repositories/12113" target="_blank"><img src="https://trendshift.io/api/badge/repositories/12113" alt="getmaxun%2Fmaxun | Trendshift" style="width: 250px; height: 55px; margin-top: 10px;" width="250" height="55"/></a>
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## What is Maxun?

Maxun helps you transform websites into structured APIs, clean markdown for AI workflows, and production-ready data pipelines — all in minutes.

### Ecosystem

1. **[Extract](https://docs.maxun.dev/category/extract)** – Emulate real user behavior and collect structured data from any website. No code required.
   * **[Recorder Mode](https://docs.maxun.dev/robot/extract/robot-actions)** - Record your actions as you browse; Maxun turns them into a reusable extraction robot.
   * **[AI Mode](https://docs.maxun.dev/robot/extract/llm-extraction)** - Describe what you want in natural language and let LLM-powered extraction do the rest.

2. **[Scrape](https://docs.maxun.dev/robot/scrape/scrape-robots)** – Convert full webpages into clean Markdown or HTML and capture screenshots. Ideal for AI workflows, agents, and document processing. No code required.

3. **[SDK](https://docs.maxun.dev/sdk/sdk-overview)** – A complete developer toolkit for scraping, extraction, scheduling, and end-to-end data automation.

Whether you prefer browsing through a website or integrating automation into your codebase, Maxun adapts to your workflow.


## How Does It Work?

Maxun uses web robots to power everything you can do on the platform. There are two types of robots, each designed for a different job.

### 1. Extract Robots
**Extract robots emulate real user behavior and capture structured data.**

Choose how to build them
### a. Recorder Mode: Record your actions as you browse
- Build robots visually by browsing like a human.
- Perfect for structured, deterministic data extraction.

### Example: Extract 10 Property Listings from Airbnb

[https://github.com/user-attachments/assets/recorder-mode-demo-video](https://github.com/user-attachments/assets/c6baa75f-b950-482c-8d26-8a8b6c5382c3)

### b. LLM Extraction (Beta): Describe what you want in plain language
- Use natural language to define extraction patterns.
- Works with closed source & open source LLMs.

Get Started with LLM Extraction: https://docs.maxun.dev/robot/extract/llm-extraction

### Example: Extract Names, Rating & Duration of Top 50 Movies from IMDb

https://github.com/user-attachments/assets/f714e860-58d6-44ed-bbcd-c9374b629384

### Core capabilities
- Extract from any website, including behind logins
- Convert sites into APIs, spreadsheets, and workflows
- Scale extractions and run on schedules or via API
- Handle infinite scrolling and pagination
- Auto-adapt to website layout & structural changes

### 2. Scrape Robots
**Built for clean content and AI workflows.**
- Get clean HTML and LLM-ready Markdown from any website
- Remove scripts, styling, ads, and clutter automatically
- Perfect for RAG systems, AI summarization, embeddings, and content pipelines
- Ideal for feeding clean data to LLMs

### Example: Scrape GitHub Trending Repositories in clean Markdown format 

https://github.com/user-attachments/assets/c774cbd4-5a85-45b7-b41f-128ee570eae6

## Quick Start

### Getting Started
The simplest & fastest way to get started is to use the hosted version: https://app.maxun.dev. You can self-host if you prefer!

### Installation
Maxun can run locally with or without Docker
1. [Setup with Docker Compose](https://docs.maxun.dev/installation/docker)
2. [Setup without Docker](https://docs.maxun.dev/installation/local)
3. [Environment Variables](https://docs.maxun.dev/installation/environment_variables)
4. [SDK](https://github.com/getmaxun/node-sdk)

### Upgrading & Self Hosting
1. [Self Host Maxun With Docker & Portainer](https://docs.maxun.dev/self-host)
2. [Upgrade Maxun With Docker Compose Setup](https://docs.maxun.dev/installation/upgrade#upgrading-with-docker-compose)
3. [Upgrade Maxun Without Docker Compose Setup](https://docs.maxun.dev/installation/upgrade#upgrading-with-local-setup)

## Sponsors

<table>
  <tr>
  <td width="229">
      <br/>
      <a href="https://www.lambdatest.com/?utm_source=maxun&utm_medium=sponsor" target="_blank">
        <img src="https://github.com/user-attachments/assets/904dd40e-0498-47dd-98f1-7fa6d318adb9" /><br/><br/>
        <b>LambdaTest</b>
      </a>
      <br/>
      <sub>GenAI-powered Quality Engineering Platform that empowers teams to test intelligently, smarter, and ship faster.</sub>
    </td>
  </tr>
</table>

## Features

- ✨ **Extract Data With No-Code** – Point and click interface
- ✨ **LLM-Powered Extraction** – Describe what you want; use LLMs to scrape structured data
- ✨ **Developer SDK** – Programmatic extraction, scheduling, and robot management
- ✨ **Handle Pagination & Scrolling** – Automatic navigation
- ✨ **Run Robots On Schedules** – Set it and forget it
- ✨ **Turn Websites to APIs** – RESTful endpoints from any site
- ✨ **Turn Websites to Spreadsheets** – Direct data export to Google Sheets & Airtable
- ✨ **Adapt To Website Layout Changes** – Auto-recovery from site updates
- ✨ **Extract Behind Login** – Handle authentication seamlessly
- ✨ **Integrations** – Connect with your favorite tools
- ✨ **MCP Support** – Model Context Protocol integration
- ✨ **LLM-Ready Data** – Clean Markdown for AI applications
- ✨ **Self-Hostable** – Full control over your infrastructure
- ✨ **Open Source** – Transparent and community-driven

## Use Cases
Maxun can be used for various use-cases, including lead generation, market research, content aggregation and more.
View use-cases in detail here: https://www.maxun.dev/#usecases

## Note
This project is in early stages of development. Your feedback is very important for us - we're actively working on improvements. </a>

## License
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This project is licensed under <a href="./LICENSE">AGPLv3</a>.
</p>

## Support Us
Star the repository, contribute if you love what we’re building, or [sponsor us](https://github.com/sponsors/amhsirak). 

## Contributors
Thank you to the combined efforts of everyone who contributes!

<a href="https://github.com/getmaxun/maxun/graphs/contributors">
  <img src="https://contrib.rocks/image?repo=getmaxun/maxun" />
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