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ScrapeGraphAI Scrapegraph MCP server

online · 100% uptime
by smithery.ai·ai.smithery/ScrapeGraphAI-scrapegraph-mcp·v1.16.0·114 stars
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Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…

A92/100grade A
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Safety scan
A92/100

full report

Adoption
Growing

114 stars

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ScrapeGraphAI Scrapegraph tools

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Public scan report

scanner v0.1.10 · 2026-10-01 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 91ms (auth required)20/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityOAuth resource metadata advertised on 40115/15
  • Maintenancelast push 77 days ago12/15
  • Maintainer identityendpoint served from the registry-verified namespace domain8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How ScrapeGraphAI Scrapegraph compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
92/100
higher than 95% of 48,255 servers
Uptime
100%
of our recent checks; the typical remote server answers 100%
Response time
381 ms
faster than 39% of 30,031 servers
GitHub stars
114
more than 95% of 28,688 servers

Install ScrapeGraphAI Scrapegraph in Claude Code, Cursor or VS Code

claude mcp add --transport http ScrapeGraphAI-scrapegraph-mcp https://server.smithery.ai/@ScrapeGraphAI/scrapegraph-mcp/mcp
Add to Cursor

What the publisher says

From the ScrapeGraphAI Scrapegraph repository's README, as published. We do not edit it. Read it on GitHub

ScrapeGraph MCP Server

A production-ready Model Context Protocol (MCP) server that provides seamless integration with the ScrapeGraph AI API. This server enables language models to leverage advanced AI-powered web scraping capabilities with enterprise-grade reliability.

Table of Contents

  • Key Features
  • Quick Start
  • Available Tools
  • Setup Instructions
  • Remote Server Usage
  • Local Usage
  • Google ADK Integration
  • Example Use Cases
  • Error Handling
  • Common Issues
  • Development
  • Contributing

API v2

This MCP server targets ScrapeGraph API v2 (https://v2-api.scrapegraphai.com/api), aligned 1:1 with scrapegraph-py PR #84. Auth uses the SGAI-APIKEY header. Environment variables mirror the Python SDK:

  • SGAIAPIURL — override the base URL (default https://v2-api.scrapegraphai.com/api)
  • SGAITIMEOUT** — request timeout in seconds (default 120)
  • SGAIAPIKEY — API key (can also be passed via MCP scrapegraphApiKey or X-API-Key header)

Legacy aliases (still honored): SCRAPEGRAPHAPIBASEURL for SGAIAPIURL, SGAITIMEOUTS for SGAITIMEOUT.

Key Features

  • Scrape & extract: scrape (POST /scrape, multi-format), extract (POST /extract, URL + prompt)
  • Search: search (POST /search; num_results clamped 3–20)
  • Crawl: Async multi-page crawl with crawlstart / crawlgetstatus / crawlstop / crawl_resume
  • Schema: schema (POST /schema) — generate or augment a JSON Schema from a prompt
  • Monitors: Scheduled jobs via monitorcreate, monitorlist, monitorget, pause/resume/delete, monitoractivity (paginated tick history)
  • Account: credits, history
  • Easy integration: Claude Desktop, Cursor, Smithery, HTTP transport
  • Developer docs: .agent/ folder

Migration: v2 → v3

v3 renames every MCP tool that diverged from the v2 API docs. Hard rename, no aliases.

Quick Start

1. Get Your API Key

Sign up and get your API key from the ScrapeGraph Dashboard

2. Install with Smithery (Recommended)

npx -y @smithery/cli install @ScrapeGraphAI/scrapegraph-mcp --client claude

3. Start Using

Ask Claude or Cursor:

  • "Convert https://scrapegraphai.com to markdown"
  • "Extract all product prices from this e-commerce page"
  • "Research the latest AI developments and summarize findings"

That's it! The server is now available to your AI assistant.

Available Tools

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

ScrapeGraphAI Scrapegraph: common questions

Is ScrapeGraphAI Scrapegraph MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the ScrapeGraphAI Scrapegraph safety report
How do I install ScrapeGraphAI Scrapegraph?
It runs remotely at server.smithery.ai. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does ScrapeGraphAI Scrapegraph need an API key?
No key to paste: it signs you in with OAuth when your client connects.
Is ScrapeGraphAI Scrapegraph maintained?
The last commit was 110 days ago (2026-07-17). The latest release is v1.16.0.
Is ScrapeGraphAI Scrapegraph up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
How does ScrapeGraphAI Scrapegraph compare with other MCP servers?
safety score 92/100 (higher than 95% of 48,255 servers); uptime 100% (of our recent checks; the typical remote server answers 100%); response time 381 ms (faster than 39% of 30,031 servers). Full comparison.

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