Turn Any Website Into a Custom API in Claude Code
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Claude Code's built-in web tools (web_fetch, web_search) and curl are insufficient for true web scraping due to bot detection, JavaScript rendering, and content limitations. The Bright Data CLI and its new Scraper Studio feature address this by letting you generate a custom scraper for any website using a natural language prompt inside Claude Code. The workflow: install Bright Data skills and CLI, prompt Claude Code with a target URL and desired fields, and the tool auto-generates a collector, publishes it as a callable API, and wraps it in a Python script. The result is a reusable, self-repairing scraper API provisioned on demand without writing scraping logic manually.
