Scrapegraphai Scrapegraph Mcp
by ai.smitherycommunityv1.16.0
60
19
The ScrapeGraph MCP Server is a production-ready Model Context Protocol server that integrates with the ScrapeGraph AI API to enable language models to perform advanced AI-powered web scraping with enterprise-grade reliability.
From the registry: Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…
Install & configure
Prerequisites
- required
- requiredScrapeGraph AI API KeyGet API key from dashboard.scrapegraphai.comhttps://dashboard.scrapegraphai.com
Install in your client
Paste into the AI you're chatting with — it will figure out the rest
Please install the `scrapegraphai-scrapegraph-mcp` MCP server into my current AI client (that's you).
Required prerequisites (do these first if not already done):
- **Python** — Python 3.13+ required. Run: `pip install scrapegraph-mcp` (https://pypi.org/project/scrapegraph-mcp/)
- **ScrapeGraph AI API Key** — Get API key from dashboard.scrapegraphai.com (https://dashboard.scrapegraphai.com)
Canonical MCP server config (stdio transport):
- command: `python`
- args: ["-m","scrapegraph_mcp.server"]
- required environment variables:
- `SGAI_API_KEY`: ScrapeGraph AI API key. (example: `<your-sgai-api-key>`)
Note: Same as scrapegraph-mcp (same repo: ScrapeGraphAI/scrapegraph-mcp). AI-powered web scraping: markdownify, smartscraper, searchscraper, sitemap, smartcrawler, agentic_scraper. 8 tools.
Add this MCP server to my current client's config in the correct format for you. If you need secrets or credentials I haven't provided, ASK me — do not invent values or leave raw placeholders. After adding it, tell me how to verify the server is connected.Note: Same as scrapegraph-mcp (same repo: ScrapeGraphAI/scrapegraph-mcp). AI-powered web scraping: markdownify, smartscraper, searchscraper, sitemap, smartcrawler, agentic_scraper. 8 tools.
Tools (8)
markdownify
Transforms any webpage into clean, structured markdown format.
smartscraper
Leverages AI to extract structured data from any webpage with support for infinite scrolling.
searchscraper
Executes AI-powered web searches with structured, actionable results.
scrape
Basic scraping endpoint to fetch page content with optional heavy JavaScript rendering.
sitemap
Extracts sitemap URLs and structure for any website.
smartcrawler_initiate
Initiates intelligent multi-page web crawling (asynchronous operation).
smartcrawler_fetch_results
Retrieves results from asynchronous crawling operations.
agentic_scrapper
Runs advanced agentic scraping workflows with customizable steps and structured output schemas.
Environment variables
SGAI_API_KEYrequiredAPI key for accessing the ScrapeGraph API.Prerequisites
- • Python 3.13+
- • Python 3.13
- • python3
Remote Endpoints
https://server.smithery.ai/@ScrapeGraphAI/scrapegraph-mcp/mcp
type: streamable-http
Details
- Language
- Python
- License
- MIT
- Released
- Oct 25, 2025
- Last commit
- Apr 10, 2026
- Registry name
- ai.smithery/ScrapeGraphAI-scrapegraph-mcp