Scrapegraph MCP

What you can do with Scrapegraph MCP

Scrapegraph MCP is a Model Context Protocol (MCP) server published by ScrapeGraphAI. It ranks #17,732 of 144,396 active servers on MCP Toplist, and its repository has 115 GitHub stars. Scrapegraph MCP is listed across 3 registries — Official MCP, Smithery and Glama, with 3 tracked versions. It was first listed on Oct 10, 2025 and most recently updated on Feb 7, 2026.

What Scrapegraph MCP can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

What you need before using Scrapegraph MCP

Connect Scrapegraph MCP and confirm it works

claude mcp add scrapegraph-mcp -e "SGAI_API_KEY=<your SGAI_API_KEY>" -- uvx scrapegraph-mcp

[mcp_servers.scrapegraph-mcp]
command = "uvx"
args = ["scrapegraph-mcp"]

[mcp_servers.scrapegraph-mcp.env]
SGAI_API_KEY = "<your SGAI_API_KEY>"

{
  "mcpServers": {
    "scrapegraph-mcp": {
      "command": "uvx",
      "args": [
        "scrapegraph-mcp"
      ],
      "env": {
        "SGAI_API_KEY": "<your SGAI_API_KEY>"
      }
    }
  }
}

{
  "mcpServers": {
    "scrapegraph-mcp": {
      "command": "uvx",
      "args": [
        "scrapegraph-mcp"
      ],
      "env": {
        "SGAI_API_KEY": "<your SGAI_API_KEY>"
      }
    }
  }
}

{
  "servers": {
    "scrapegraph-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "scrapegraph-mcp"
      ],
      "env": {
        "SGAI_API_KEY": "<your SGAI_API_KEY>"
      }
    }
  }
}

{
  "mcpServers": {
    "scrapegraph-mcp": {
      "command": "uvx",
      "args": [
        "scrapegraph-mcp"
      ],
      "env": {
        "SGAI_API_KEY": "<your SGAI_API_KEY>"
      }
    }
  }
}

{
  "mcpServers": {
    "scrapegraph-mcp": {
      "command": "uvx",
      "args": [
        "scrapegraph-mcp"
      ],
      "env": {
        "SGAI_API_KEY": "<your SGAI_API_KEY>"
      }
    }
  }
}

What changed, and when this was checked

First listed

Oct 10, 2025

Latest version published

Feb 7, 2026

Version history

3 versions tracked (below)

Requirements evidence

Declared by the Official MCP Registry, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

Profile checked

Not yet — purpose, capabilities and requirements above come from registry data only

Ranking data as of

Apr 2, 2026

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