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Crawl4AI: Open-source LLM-friendly web crawler and scraping tool.

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Configuring a Crawl4AI MCP Tool Instance

On the XpertAI platform, you can directly configure the built-in Crawl4AI MCP service as an SSE-type MCP tool instance for use by agents and workflows.
You can also find Crawl4AI in the MCP tool template marketplace and create it with one click.
Configuration steps are as follows:
  • Configuration Example When adding an MCP tool on the XpertAI platform, configure it as: 
    type: sse
url: "http://crawl4ai:11235/mcp/sse"
name: crawl4ai
  • Usage Once configured, agents or workflows can directly call the capabilities provided by the crawl4ai MCP tool (e.g., md, html, screenshot, pdf, crawl, ask, etc.) during orchestration.

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Use Cases

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Use Case 1: Automated Web Content Collection Agent (“Summary Bot”)

Objective: Enable users to submit a webpage link through an intelligent agent to automatically retrieve a Markdown text summary of the page.

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Key Steps

  1. User inputs a link → The agent triggers the MCP’s md tool to convert the target webpage into Markdown text.
  2. The agent receives and displays the summary, and can further extract key content based on user needs.

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Summary Illustration

User: Please summarize the main content of https://example.com.
Agent → Calls MCP tool `md` to retrieve content in Markdown format
Agent → Returns the summary to the user

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Use Case 2: Multimedia Content Capture and Analysis Workflow (“Report Generator”)

Objective: After a user inputs a target URL, the agent automatically captures a webpage screenshot and PDF, and generates a final report on the XpertAI platform.

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Implementation Steps

  1. User inputs a link → The agent sequentially calls:
    • screenshot: Generates a webpage screenshot
    • pdf: Exports the webpage as a PDF
    • Optional: ask or html → Extracts structured text content
  2. The agent compiles the screenshot, PDF, and text into a shareable report.

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Workflow Illustration

User: Please capture the https://example.com page and generate a report.
→ Agent calls MCP:
   1⃣ Calls `screenshot` to obtain a page screenshot
   2⃣ Calls `pdf` to obtain a page PDF
   3⃣ Optional: Calls `ask`/`html` to retrieve structured text or Markdown

Agent: Below are the page screenshot and PDF file, with the extracted summary as follows... (displays content)

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Cross-Scenario Common Configuration Notes

  • MCP Tool List
    Tool NameFunction Description
    mdGenerates page content in Markdown
    htmlExtracts preprocessed HTML
    screenshotCaptures a full-page screenshot (PNG)
    pdfExports the page as a PDF document
    execute_jsExecutes custom JavaScript in the page context
    crawlCrawls multiple URLs
    askQueries the indexed library context
  • For more tool parameters and usage, visit: https://docs.crawl4ai.com/core/docker-deployment/#mcp-model-context-protocol-support