# ScrapeGraph AI Integration Server (verified)

Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliability. Transform webpages into structured markdown, extract data using AI, and execute AI-powered web se…

## Quick Start

```bash
# Connect this server (installs CLI if needed)
npx -y @smithery/cli@latest mcp add ScrapeGraphAI/scrapegraph-mcp

# Browse available tools
npx -y @smithery/cli@latest tool list ScrapeGraphAI/scrapegraph-mcp

# Get full schema for a tool
npx -y @smithery/cli@latest tool get ScrapeGraphAI/scrapegraph-mcp markdownify

# Call a tool
npx -y @smithery/cli@latest tool call ScrapeGraphAI/scrapegraph-mcp markdownify '{}'
```

## Direct MCP Connection

Endpoint: `https://scrapegraph-mcp--scrapegraphai.run.tools`

## Tools (8)

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

```bash
# Get full input/output schema for a tool
npx -y @smithery/cli@latest tool get ScrapeGraphAI/scrapegraph-mcp <tool-name>
```

## Resources

- `scrapegraph://api/status` — Current status and capabilities of the ScapeGraph API server.
- `scrapegraph://examples/use-cases` — Common use cases and example implementations for ScapeGraph tools.
- `scrapegraph://parameters/reference` — Comprehensive parameter reference guide for all ScapeGraph MCP tools.
- `scrapegraph://tools/comparison` — Detailed comparison of ScapeGraph tools to help choose the right tool for each task.

## Prompts (2)

- `web_scraping_guide` — A comprehensive guide to using ScapeGraph's web scraping tools effectively.
- `quick_start_examples` — Quick start examples for common ScapeGraph use cases.

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Source: https://github.com/ScrapeGraphAI/scrapegraph-mcp | License: MIT