ScrapeGraph

Q: Does ScrapeGraph need an API key?

Yes. It reads SGAI_API_KEY from its environment, and SGAI_API_KEY is a secret. Put the value in your client's config on your own machine, never in a shared file.

listing.by

Scrape pages, extract structured data with AI prompts, and crawl multiple pages through the ScrapeGraph API.

state.local.longlisting.badge.runs_withstate.key.long

listing.install

listing.local.explain

uvx scrapegraph-mcp

listing.local.needs listing.local.note

SGAI_API_KEY listing.env.secret listing.env.optional Your ScapeGraph API key (optional - can also be set via MCP config)

act.add_to

listing.about

Connects an assistant to the ScrapeGraph AI API for web scraping and data extraction. It can convert pages to markdown, extract structured data from a page using a natural language prompt, run AI-powered searches, read sitemaps, crawl multiple pages asynchronously, and run agentic scraping workflows with custom schemas.

Runs locally over stdio as the PyPI package scrapegraph-mcp, started with uvx. A ScrapeGraph API key is needed, set in the SGAI_API_KEY environment variable or in the MCP client config. Requests consume ScrapeGraph credits.

listing.can

Convert any webpage to clean markdown
Extract structured data from a page with a natural language prompt
Run AI-powered web searches with structured results
Fetch pages with optional heavy JavaScript rendering
Extract sitemap URLs for a website
Crawl multiple pages asynchronously and fetch results later
Run agentic scraping workflows with custom steps and output schemas

listing.tools

listing.notools.key

listing.prompts

Convert https://scrapegraphai.com to markdown
Extract all product names and prices from this e-commerce page
Crawl this docs site up to 20 pages and summarize each page
Get the sitemap URLs for example.com

listing.setup.h

listing.setup.local

Claude Code

Run this in a terminal, in your project folder:

claude mcp add --transport stdio scrapegraph --env "SGAI_API_KEY=<YOUR_SGAI_API_KEY>" -- uvx scrapegraph-mcp

Start Claude Code and type /mcp. scrapegraph should show as connected.

Add --scope user to make it available in every project. Replace the placeholders with your own values.

Claude Desktop

Open Settings → Developer → Edit Config. It opens claude_desktop_config.json. Add:

claude_desktop_config.json

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

Save the file and restart Claude Desktop. Replace the placeholders with your own values.

Needs uv (Python) on your computer. The file lives in ~/Library/Application Support/Claude/ on macOS and %APPDATA%\Claude\ on Windows.

Cursor

Add to Cursor a11y.new_tab

Or add it by hand to ~/.cursor/mcp.json (all projects) or .cursor/mcp.json (this project):

mcp.json

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

Needs uv (Python) on your computer. Replace the placeholders with your own values.

VS Code

Add it to .vscode/mcp.json. VS Code asks for the secret the first time and stores it securely:

.vscode/mcp.json

{
  "servers": {
    "scrapegraph": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "scrapegraph-mcp"
      ],
      "env": {
        "SGAI_API_KEY": "${input:sgai-api-key}"
      }
    }
  },
  "inputs": [
    {
      "type": "promptString",
      "id": "sgai-api-key",
      "description": "SGAI_API_KEY",
      "password": true
    }
  ]
}

Needs uv (Python) on your computer.

Devin Desktop

Add it to ~/.config/devin/mcp_config.json (macOS and Linux) or %APPDATA%\devin\mcp_config.json (Windows):

mcp_config.json

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

Refresh the MCP server list in Cascade. Replace the placeholders with your own values.

Devin Desktop is the new name for Windsurf.

Codex

codex mcp add scrapegraph --env "SGAI_API_KEY=<YOUR_SGAI_API_KEY>" -- uvx scrapegraph-mcp

Or edit ~/.codex/config.toml directly:

config.toml

[mcp_servers.scrapegraph]
command = "uvx"
args = ["scrapegraph-mcp"]
env = { SGAI_API_KEY = "<YOUR_SGAI_API_KEY>" }

Needs uv (Python) on your computer. Replace the placeholders with your own values.

Gemini CLI

gemini mcp add -e "SGAI_API_KEY=<YOUR_SGAI_API_KEY>" scrapegraph uvx scrapegraph-mcp

This adds it to the current project. Add -s user to use it everywhere.

Any client

Most clients that start local servers accept this shape:

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

Zed puts servers under context_servers in its settings, with the same command, args and env fields.

Needs uv (Python) on your computer. Replace the placeholders with your own values.

listing.faq

Can I paste mcp.tc/i/scrapegraph into my MCP client?

No. ScrapeGraph runs on your own computer, started by your client, so it has no web address to connect to. The quick link is the page to share; the install command is uvx scrapegraph-mcp.

Does ScrapeGraph need an API key?

Yes. It reads SGAI_API_KEY from its environment, and SGAI_API_KEY is a secret. Put the value in your client's config on your own machine, never in a shared file.

Is ScrapeGraph a remote or a local server?

Local. Your client starts it as a process on your computer with uvx scrapegraph-mcp, which needs uv (Python).

What can ScrapeGraph do?

You can convert any webpage to clean markdown, extract structured data from a page with a natural language prompt and run AI-powered web searches with structured results.

Which clients can use it?

Any client that starts local servers: Claude Code, Claude Desktop, Cursor, VS Code, Devin Desktop, Codex, Gemini CLI, Zed and others. claude.ai and ChatGPT only connect to remote servers.

Who wrote this page?

mcp.tc's robot read ScrapeGraph's public metadata (its package and repository pages), and an AI model drafted the text from it. A person reviews anything the checks can't confirm. The text can still be wrong, so if you spot a mistake, use Report this listing on this page.

listing.em.h

listing.em.lead_local listing.em.how

listing.em.badge

Markdown

[![ScrapeGraph on mcp.tc](https://mcp.tc/i/scrapegraph/badge.svg)](https://mcp.tc/i/scrapegraph)

HTML

<a href="https://mcp.tc/i/scrapegraph"><img src="https://mcp.tc/i/scrapegraph/badge.svg" alt="ScrapeGraph on mcp.tc" height="20"></a>

listing.em.badge_note

listing.em.widget

HTML

<script src="https://mcp.tc/w/scrapegraph.js" async></script>

listing.em.widget_note

iframe

HTML

<iframe src="https://mcp.tc/embed/scrapegraph" title="ScrapeGraph on mcp.tc" width="420" height="200" loading="lazy" allow="clipboard-write" style="border:0;border-radius:8px;max-width:100%"></iframe>

listing.em.iframe_note

JSON

listing.em.json_local

https://mcp.tc/i/scrapegraph.json

listing.em.fields

listing.disclaimer_checked

listing.install

listing.share.h

listing.about

listing.can

listing.tools

listing.prompts

listing.setup.h

Claude Code

Claude Desktop

Cursor

VS Code

Devin Desktop

Codex

Gemini CLI

Any client

listing.faq

listing.em.h

listing.em.badge

listing.em.widget

iframe

JSON

listing.related

Decodo

SAM.gov & US Government Contracting

Wigolo

SearXNG

DuckDuckGo Search

Fetchvf.sr