Website-to-API scraper app

Web UI and REST API for schema-based or direct-LLM structured scraping with model management and request history.

Parent repository GitHub

Type: example web service
Repository: unclecode/crawl4ai
Readiness: Usable for development and self-hosted workflows, but deployments should use a current security release and receive careful hardening, resource controls, and legal review.
Keywords: 6

Location

Repository path

docs/examples/website-to-api/README.md

Invocation

`python app.py`; use `POST /scrape` or `POST /scrape-with-llm`.

Setup

Installation / activation

Install its requirements and start the local server on port 8000.

Keywords

FastAPIweb UIscrapingschemaLLMmodels

Repository context

unclecode/crawl4ai

Apache-2.0 Python web-crawling and scraping framework that produces LLM-ready Markdown and structured data through browser automation, adaptive and deep crawling, CLI, SDK, Docker API, and a documented MCP server that exposes crawl, HTML, screenshot, PDF, JavaScript, and library-context tools directly to Claude Code.

web crawlingweb scrapingbrowser automationdata extractionRAG ingestionagent toolingself-hosted infrastructureweb-to-Markdown

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