crawl4ai

Open-source LLM-friendly web crawler and scraper that outputs clean markdown and structured data for agents.

Connects to: Playwright · Python · Apache-2.0 68,744★

Use it with an AI agent

Loadbay is an MCP server, so an agent can search the catalog and find this harness:

claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp

• Source: https://github.com/unclecode/crawl4ai
• This harness as JSON: /api/harnesses/crawl4ai
• Agent setup: /setup.md
• Browse all 370+ harnesses on Loadbay