ScrapeGraph MCP Server

Convert a webpage into clean, formatted markdown.

Args:
    website_url: URL of the webpage to convert

Returns:
    Dictionary containing the markdown result

Extract structured data from a webpage using AI.

Args:
    user_prompt: Instructions for what data to extract
    website_url: URL of the webpage to scrape
    number_of_scrolls: Number of infinite scrolls to perform (optional)
    markdown_only: Whether to return only markdown content without AI processing (optional)

Returns:
    Dictionary containing the extracted data or markdown content

Perform AI-powered web searches with structured results.

Args:
    user_prompt: Search query or instructions
    num_results: Number of websites to search (optional, default: 3 websites = 30 credits)
    number_of_scrolls: Number of infinite scrolls to perform on each website (optional)

Returns:
    Dictionary containing search results and reference URLs

Initiate a SmartCrawler request for intelligent multi-page web crawling.

SmartCrawler supports two modes:
- AI Extraction Mode (10 credits per page): Extracts structured data based on your prompt
- Markdown Conversion Mode (2 credits per page): Converts pages to clean markdown

Args:
    url: Starting URL to crawl
    prompt: AI prompt for data extraction (required for AI mode)
    extraction_mode: "ai" for AI extraction or "markdown" for markdown conversion (default: "ai")
    depth: Maximum link traversal depth (optional)
    max_pages: Maximum number of pages to crawl (optional)
    same_domain_only: Whether to crawl only within the same domain (optional)

Returns:
    Dictionary containing the request ID for async processing

Fetch the results of a SmartCrawler operation.

Args:
    request_id: The request ID returned by smartcrawler_initiate

Returns:
    Dictionary containing the crawled data (structured extraction or markdown)
    and metadata about processed pages