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ScrapeGraph

by docker ✓ verified ✓ Packaged by Docker

ScapeGraph MCP Server.

MCP server installable needs setup network: on runtime: sysbox

DevOps MCP Servers

ScrapeGraph MCP Server

ScapeGraph MCP Server.

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MCP Info

Attribute Details
Docker Image mcp/scrapegraph
Author ScrapeGraphAI
Repository https://github.com/ScrapeGraphAI/scrapegraph-mcp

Image Building Info

Attribute Details
Dockerfile https://github.com/ScrapeGraphAI/scrapegraph-mcp/blob/3579efb4afc8b23a7a968021995a321142118bfc/Dockerfile
Commit 3579efb4afc8b23a7a968021995a321142118bfc
Docker Image built by Docker Inc.
Docker Scout Health Score Docker Scout Health Score
Verify Signature COSIGN_REPOSITORY=mcp/signatures cosign verify mcp/scrapegraph --key https://raw.githubusercontent.com/docker/keyring/refs/heads/main/public/mcp/latest.pub
Licence MIT License

Available Tools (8)

Tools provided by this Server Short Description
agentic_scrapper Execute complex multi-step web scraping workflows with AI-powered automation.
markdownify Convert a webpage into clean, formatted markdown.
scrape Fetch raw page content from any URL with optional JavaScript rendering.
searchscraper Perform AI-powered web searches with structured data extraction.
sitemap Extract and discover the complete sitemap structure of any website.
smartcrawler_fetch_results Retrieve the results of an asynchronous SmartCrawler operation.
smartcrawler_initiate Initiate an asynchronous multi-page web crawling operation with AI extraction or markdown conversion.
smartscraper Extract structured data from a webpage, HTML, or markdown using AI-powered extraction.

Tools Details

Tool: agentic_scrapper

Execute complex multi-step web scraping workflows with AI-powered automation.

This tool runs an intelligent agent that can navigate websites, interact with forms and buttons, follow multi-step workflows, and extract structured data. Ideal for complex scraping scenarios requiring user interaction simulation, form submissions, or multi-page navigation flows. Supports custom output schemas and step-by-step instructions. Variable credit cost based on complexity. Can perform actions on the website (non-read-only, non-idempotent).

The agent accepts flexible input formats for steps (list or JSON string) and output_schema (dict or JSON string) to accommodate different client implementations.

Parameters Type Description
url string
ai_extraction string optional
output_schema string optional
persistent_session string optional
steps string optional
timeout_seconds string optional
user_prompt string optional
Tool: markdownify

Convert a webpage into clean, formatted markdown.

This tool fetches any webpage and converts its content into clean, readable markdown format. Useful for extracting content from documentation, articles, and web pages for further processing. Costs 2 credits per page. Read-only operation with no side effects.

Parameters Type Description
website_url string

This tool is read-only. It does not modify its environment.

Tool: scrape

Fetch raw page content from any URL with optional JavaScript rendering.

This tool performs basic web scraping to retrieve the raw HTML content of a webpage. Optionally enable JavaScript rendering for Single Page Applications (SPAs) and sites with heavy client-side rendering. Lower cost than AI extraction (1 credit/page). Read-only operation with no side effects.

Parameters Type Description
website_url string
render_heavy_js string optional

This tool is read-only. It does not modify its environment.

Tool: searchscraper

Perform AI-powered web searches with structured data extraction.

This tool searches the web based on your query and uses AI to extract structured information from the search results. Ideal for research, competitive analysis, and gathering information from multiple sources. Each website searched costs 10 credits (default 3 websites = 30 credits). Read-only operation but results may vary over time (non-idempotent).

Parameters Type Description
user_prompt string
num_results string optional
number_of_scrolls string optional

This tool is read-only. It does not modify its environment.

Tool: sitemap

Extract and discover the complete sitemap structure of any website.

This tool automatically discovers all accessible URLs and pages within a website, providing a comprehensive map of the site's structure. Useful for understanding site architecture before crawling or for discovering all available content. Very cost-effective at 1 credit per request. Read-only operation with no side effects.

Parameters Type Description
website_url string

This tool is read-only. It does not modify its environment.

Tool: smartcrawler_fetch_results

Retrieve the results of an asynchronous SmartCrawler operation.

This tool fetches the results from a previously initiated crawling operation using the request_id. The crawl request processes asynchronously in the background. Keep polling this endpoint until the status field indicates 'completed'. While processing, you'll receive status updates. Read-only operation that safely retrieves results without side effects.

Parameters Type Description
request_id string The unique request ID returned by smartcrawler_initiate. Use this to retrieve the crawling results. Keep polling until status is 'completed'. Example: 'req_abc123xyz'

This tool is read-only. It does not modify its environment.

Tool: smartcrawler_initiate

Initiate an asynchronous multi-page web crawling operation with AI extraction or markdown conversion.

This tool starts an intelligent crawler that discovers and processes multiple pages from a starting URL. Choose between AI Extraction Mode (10 credits/page) for structured data or Markdown Mode (2 credits/page) for content conversion. The operation is asynchronous - use smartcrawler_fetch_results to retrieve results. Creates a new crawl request (non-idempotent, non-read-only).

SmartCrawler supports two modes:

  • AI Extraction Mode: Extracts structured data based on your prompt from every crawled page
  • Markdown Conversion Mode: Converts each page to clean markdown format
Parameters Type Description
url string
depth string optional
extraction_mode string optional
max_pages string optional
prompt string optional
same_domain_only string optional
Tool: smartscraper

Extract structured data from a webpage, HTML, or markdown using AI-powered extraction.

This tool uses advanced AI to understand your natural language prompt and extract specific
structured data from web content. Supports three input modes: URL scraping, local HTML processing,
or local markdown processing. Ideal for extracting product information, contact details,
article metadata, or any structured content. Costs 10 credits per page. Read-only operation.
Parameters Type Description
user_prompt string
number_of_scrolls string optional
output_schema string optional
render_heavy_js string optional
stealth string optional
total_pages string optional
website_html string optional
website_markdown string optional
website_url string optional

This tool is read-only. It does not modify its environment.

Use this MCP Server

{
  "mcpServers": {
    "scrapegraph": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "SGAI_API_KEY",
        "mcp/scrapegraph"
      ],
      "env": {
        "SGAI_API_KEY": "YOUR_SGAI_API_KEY"
      }
    }
  }
}

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