Best Firecrawl alternatives

Firecrawl is a web scraping tool that turns web data into clean markdown text for AI applications. But it's not perfect. Find the best alternatives to Firecrawl currently available. With these specialized web crawlers, you can collect and clean web data for AI.

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Website Content Crawler

Website Content Crawler is a specialized scraping tool built for AI training data. It carries out a deep crawl, removes navigation bars and footer menus, handles JavaScript-heavy sites and CAPTCHAs, and extracts and converts full-page text to Markdown, plain text, or HTML. The tool directly integrates with LangChain, Hugging Face, LlamaIndex, Pinecone, and other vector databases, so it's ideal for AI developers seeking quality training data.

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Website Content Crawler

apify/website-content-crawler

Crawl websites and extract text content to feed AI models, LLM applications, vector databases, or RAG pipelines. The Actor supports rich formatting using Markdown, cleans the HTML, downloads files, and integrates well with 🦜🔗 LangChain, LlamaIndex, and the wider LLM ecosystem.

Apify

45.9k

4.6

Crawl4AI

Crawl4AI is an open-source web crawler designed for large language models (LLMs) and AI applications. It offers features such as generating clean Markdown, structured data extraction using CSS or XPath, advanced browser control with proxies and session management, and high-performance parallel crawling. Crawl4AI is fully open-source, providing flexibility for developers to customize and deploy as needed.

LLM Scraper

LLM Scraper is an open-source TypeScript library that enables extraction of structured data from any webpage using Large Language Models (LLMs). It utilizes function calling to convert pages into structured data, making it suitable for AI training, research, and market intelligence workflows.

GPT-Crawler

GPT-Crawler is an open-source tool that combines traditional web scraping with AI-powered content structuring. It offers headless browser support for JavaScript-heavy sites and can generate knowledge files to create custom GPT models from one or multiple URLs. This tool is particularly useful for AI-integrated web crawling in Large Language Model (LLM) workflows.

Rag Web Browser

Rag Web Browser is a specialized web crawler designed for Retrieval-Augmented Generation (RAG) workflows. It first performs a Google search, extracts relevant URLs, and then processes them into clean, structured text using Website Content Crawler in the background. This approach makes it particularly useful for AI-powered search and knowledge retrieval.

Jina.ai

Jina.ai provides AI-native search and indexing tools for web content. Like Firecrawl and Rag Web Browser, it supports a search-first approach, transforming discovered URLs into vectorized representations for AI-driven search engines and applications. Jina.ai enables real-time retrieval and ranking of web data for machine learning workflows.