ScrapeGraph MCP Server

Official

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
scrapegraphApiKeyYesYour ScapeGraph API key from the ScapeGraph Dashboard

Schema

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Tools

Functions exposed to the LLM to take actions

NameDescription
markdownify
Convert a webpage into clean, formatted markdown. Args: website_url: URL of the webpage to convert Returns: Dictionary containing the markdown result
smartscraper
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 Returns: Dictionary containing the extracted data
searchscraper
Perform AI-powered web searches with structured results. Args: user_prompt: Search query or instructions Returns: Dictionary containing search results and reference URLs