Do you deliver data in an LLM-optimized format?

Yes, the Model Context Protocol (MCP) support is a built-in feature of our Web Scraper API. The MCP process transforms raw HTML into formats that Claude, GPT, and other models can immediately understand. No manual reformatting is required.

🛠️ MCP acts as a wrapper that structures the Web Scraper API’s output with context, metadata, and instructions, ensuring compatibility with LLMs.

Alternatively, you can use AI Studio to scrape websites using natural language prompts. It can deliver content in Markdown format and parse data according to your prompt or a provided Pydantic or JSON schema.