AnyCrawl

AnyCrawl: Web scraping API that turns website content into structured, clean data formatted for use with large language models.

AnyCrawl is a web scraping API designed to turn websites into structured, clean data for large language models. The service utilizes a multi-threaded architecture with a Playwright engine to handle JavaScript-heavy sites and single-page applications. It provides a RESTful API with client libraries for various programming languages to assist with integration. Users can perform recurring crawls through a scheduling system and utilize rotating proxies for data extraction. The platform is open-source under an MIT license, allowing for self-hosted deployments using Docker. It includes automatic content cleaning and formatting to prepare datasets for machine learning applications.

AnyCrawl at a glance

Best for: Software engineer
Runs on: Web, Docker
Pricing: Free (1,000 credits/mo), Hobby (5,000 credits/mo), Pro (40,000 credits/mo), and Business (150,000 credits/mo) plans; Pay as You Go credit packs available.
Released: March 2025
Category: AI search engine
Website: anycrawl.dev

Key features

Multi-threaded crawling architecture
JavaScript and SPA rendering support via Playwright
RESTful API with OpenAPI documentation
Automatic content cleaning and formatting
Rotating proxy support
Scheduled recurring crawls
Self-hosted deployment via Docker

Use it for

Preparing web content for LLM ingestion
Extracting datasets for machine learning
Monitoring websites for changes

Companions

Tools that articles about AnyCrawl recommend using with it, each with its job.

n8n — Self-hostable automation with code allowed in any step
Claude Code — Terminal-first agent that handles multi-hour refactors and migrations
Cursor — Same MCP server, registered with one command.
Pinecone — Official template ingests scraped pages into Pinecone.
Qdrant — Self-hostable index for crawled docs.

Alternatives to AnyCrawl

LLM Scraper — Extracts structured data from any webpage using Zod or JSON Schema.
Firecrawl — Provides direct web data access for AI agents with open source flexibility.
Crawl4AI — Turns any URL into clean Markdown or typed JSON for AI models.
ScrapeGraphAI — Extracts structured data via natural language prompts with no selectors or proxies.
Scrape Anything by Context.dev — Extracts clean Markdown, HTML, and structured data with built-in proxies and JS rendering.
Crawlee — Handles blocking, crawling, proxies, and browsers for JavaScript and Python.
Orama — Runs in browsers, servers, and edge networks with zero dependencies.
Pagesift — Extracts web data with high memory efficiency and speed for AI agents.
Spider — It streams clean markdown or JSON from any website in realtime with a single API key.
Scrapling — It uses adaptive element tracking to maintain scrapers when websites change.
Jina — It provides reliable reader and search APIs optimized for LLMs and RAG systems.
Anakin — Zero-touch keyless start lets agents make unauthenticated HTTP calls immediately.

All AnyCrawl alternatives