Do I have to manually format scraped data for AI workflows?

Only if you want to. Model Context Protocol (MCP) standardizes scraped data in LLM-ready format.

🛠️ MCP is a built-in feature of Web Scraper API 🛠️

Configurable parameters allow you to tailor Web Scraper API outputs to specific AI model requirements with minimal setup changes.

Key benefits of MCP

• Consistency: ensure reliable input to AI systems with standardized formatting.

• Scalability: easily handle large-scale web scraping for LLMs.

• Cost efficiency: reduce engineering costs for maintaining data pipelines.

See our documentation and GitHub for specific steps to enable MCP for your projects.