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The ScrapeGraphAI MCP Server is a production-ready Model Context Protocol (MCP) server that connects Large Language Models (LLMs) to the ScrapeGraph AI API. It enables AI assistants like Claude and Cursor to perform AI-powered web scraping, research, and crawling directly through natural language interactions.

Transport
streamable-http
Auth
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Cost
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Protocol revision
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Listed in

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How to connect

MCP endpoint (streamable-http)
https://docs.scrapegraphai.com/services/mcp-server/introduction
JSON-RPC initialize probe
curl -X POST https://docs.scrapegraphai.com/services/mcp-server/introduction \
  -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{}}'
Homepage
https://docs.scrapegraphai.com
Listed at (agenstry)
https://agenstry.com/mcp/scrapegraphai-inc/sgai