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    3. Unclecode

    Unclecode

    To empower everyone—students, researchers, entrepreneurs, data scientists—to access, parse, and shape the world’s data with speed, cost-efficiency, and creative freedom.

    Visit Website

    At a Glance

    1Tool Listed
    4Products
    33Tool Views
    7Capabilities
    Discussions
    SingaporeHeadquarters
    2024Est.
    5Employees
    Focus Areas
    Browser Automation
    Data Processing
    Retrieval-Augmented Generation
    Connect
    Latest News
    Crawl4AI Cloud API launches in Closed Beta.Mar 1, 2026
    v0.8.0 Release: Crash Recovery and Prefetch Mode.Jan 15, 2026
    Markets
    • AI Developers
    • Startups
    • Data Scientists
    • AI Researchers
    • +1 more

    AI Tools by Unclecode

    (1)
    View Crawl4AI
    Crawl4AI tool icon

    Crawl4AI

    Open Source Web Crawler for LLMs

    Browser AutomationData ProcessingRAG

    Discussions

    No discussions yet

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    Latest News

    03/01/2026

    Crawl4AI Cloud API launches in Closed Beta.

    pypi.org
    01/15/2026

    v0.8.0 Release: Crash Recovery and Prefetch Mode.

    github.com
    02/18/2026

    Security Bulletin: RCE Vulnerability in versions prior to 0.8.0 patched.

    isomer-user-content.by.gov.sg
    08/10/2025

    v0.7.3 Release: Undetected Browser support and GitHub Sponsors launched.

    github.com

    Products & Services

    4
    Crawl4AI Open Source Library
    2024

    A high-performance, async Python package for web crawling and scraping, optimized for LLMs and RAG.

    Crawl4AI Cloud API
    March 2026 (Closed Beta)

    A reliable, large-scale web extraction service marketed as a cost-effective alternative to competitors.

    Crawl4AI Skill for AI Assistants
    2024

    A specialized SDK package for AI agents and assistants like Claude, Cursor, and Windsurf.

    Self-Hosting Platform
    Late 2025

    A platform for managing and monitoring self-hosted Crawl4AI instances.

    Market Position

    Crawl4AI positions itself as the fastest and most flexible open-source alternative to proprietary crawlers, specifically designed for LLM compatibility (Markdown-first) and cost-efficiency in large-scale AI pipelines.

    Leadership

    Founders

    HT

    Hossein Tohidi (Unclecode)

    AI researcher, developer, and entrepreneur. Founder of Kidocode (tech & biz school in SE Asia) and Pycademy. Former CEO of KidoCode. Bachelor's from University of Tehran.

    Executive Team

    HT

    Hossein Tohidi

    Founder & Lead Maintainer

    AI Researcher and Entrepreneur. Founder of Kidocode and Pycademy.

    AK

    Aravind Karnam

    Head of Product & Community

    Joined in Jan 2025. Previously Senior Product Manager at UrbanPiper and Software Engineer at KPMG.

    Founding Story

    Hossein Tohidi built Crawl4AI to address the need for faster, more cost-effective, and LLM-friendly web data extraction. Seeing the limitations of existing crawlers for RAG and AI agent pipelines, he created an open-source tool that delivers clean Markdown and structured data specifically for AI workloads.

    Business Model

    Revenue Model

    Open-source core with monetization via Cloud API (Usage-based/SaaS) and GitHub Sponsors. Also provides sponsorship opportunities for organizations.

    Pricing Tiers

    GitHub Sponsors - Supporter
    $5/mo

    Support open-source development.

    GitHub Sponsors - Bronze
    $25/mo

    Enhanced support for individuals.

    GitHub Sponsors - Silver
    $100/mo

    For small teams or dedicated users.

    GitHub Sponsors - Gold/Enterprise
    $500/mo

    For organizations with logo placement and priority support.

    Cloud API (Beta)
    Usage-based

    Marketed as 'drastically more cost-effective' than competitors.

    Private / Early-stage

    Target Markets

    Industries & Segments
    • AI Developers
    • Startups
    • Data Scientists
    • AI Researchers
    • Enterprise Data Engineers
    Use Cases
    • Retrieval-Augmented Generation (RAG) pipelines
    • Data ingestion for AI agents and LLMs
    • Real-time web data extraction
    • Synthetic data generation for AI research
    Notable Customers
    • Scrapeless
    • CapSolver

    Quick Facts

    Headquarters
    Singapore
    Founded
    2024
    Entity Type
    Private Limited
    Employees
    5
    Total Funding
    Unfunded (as of 2025 Tracxn report and 2026 project status)
    Investors
    Self-funded, GitHub Sponsors (Community)
    Office Locations
    Singapore

    History & Milestones

    January 2026

    Released v0.8.0 with crash recovery and prefetch mode.

    March 2026

    Launched Crawl4AI Cloud API in closed beta.

    August 2025

    Released v0.7.3 with Undetected Browser support and GitHub Sponsors integration.

    Late 2025

    Launched Self-Hosting Platform with a dedicated monitoring dashboard.

    2024

    Initial launch and reached #1 on GitHub Trending.

    Key Capabilities

    7
    Clean Markdown generation for RAG pipelines
    Structured extraction using CSS, XPath, or LLMs
    Advanced browser control (stealth mode, proxies, session reuse)
    High-performance parallel crawling
    Adaptive web crawling strategies
    Docker support

    Integrations & Partnerships

    Platform Integrations

    • GitHub
    • PyPI
    • Docker
    • Claude
    • Cursor
    • Windsurf
    • Hugging Face

    Key Partnerships

    Scrapeless
    CapSolver

    Connect

    Website
    docs.crawl4ai.com
    GitHub
    unclecode
    X / Twitter
    crawl4ai
    LinkedIn
    crawl4ai
    Discord
    jP8KfhDhyN

    AI Topics

    3

    Unclecode focuses on these topics:

    Browser Automation(1)
    Data Processing(1)
    Retrieval-Augmented Generation(1)
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