AI Atlas

Research & Data · Developer Tools

ScapeGraph logo

ScapeGraph

scrapegraphai/scrapegraph-mcp

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.

View on GitHub23

Install

npx -y @smithery/cli@latest run @ScrapeGraphAI/scrapegraph-mcp --config "{\"scrapegraphApiKey\":\"YOUR-SGAI-API-KEY\"}"

Client configuration

{
  "mcpServers": {
    "@ScrapeGraphAI-scrapegraph-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@smithery/cli@latest",
        "run",
        "@ScrapeGraphAI/scrapegraph-mcp",
        "--config",
        "\"{\\\"scrapegraphApiKey\\\":\\\"YOUR-SGAI-API-KEY\\\"}\""
      ]
    }
  }
}

Environment variables

SGAI_API_KEY
GitHub stars
23
Author
@scrapegraphai
Category
Research & Data, Developer Tools
License
MIT
Updated
Oct 6, 2026

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 crawl_start / crawl_get_status / crawl_stop / crawl_resume

  • Schema: schema (POST /schema) — generate or augment a JSON Schema from a prompt

  • Monitors: Scheduled jobs via monitor_create, monitor_list, monitor_get, pause/resume/delete, monitor_activity (paginated tick history)

  • Account: credits, history

  • Easy integration: Claude Desktop, Cursor, Smithery, HTTP transport

  • Developer docs:.agent/ folder

Tools (11)

  • scrape

    POST /scrape (output_format: markdown, html, screenshot, branding, links, images, summary)

  • extract

    POST /extract (requires website_url + user_prompt; optional output_schema)

  • search

    POST /search (num_results 1–20; supports country_search, time_range, output_schema)

  • crawl_start

    POST /crawl — extraction_mode markdown / html / links / images / summary / branding / screenshot

  • crawl_get_status

    GET /crawl/:id (poll until status: completed)

  • crawl_stop

    POST /crawl/:id/stop | resume

  • schema

    POST /schema (generate or augment a JSON Schema from a prompt)

  • credits

    GET /credits

  • history

    GET /history (paginated, service filter)

  • monitor_create

    monitor API

  • monitor_activity

    GET /monitor/:id/activity (paginated tick history: id, createdAt, status, changed, elapsedMs, diffs)

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

View all
Claude Desktop logo

Claude Desktop

Desktop · Freemium · Proprietary

Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

WindowsMacOS
Cursor logo

Cursor

Desktop · Freemium · Proprietary

The first agentic IDE. The Cursor editor truly merges how developers and AI work together, delivering a magical coding experience.

WindowsMacOSLinux

Related MCP servers

More servers
Firecrawl MCP Server logo

Firecrawl MCP Server

mendableai/firecrawl-mcp-server

2.8k

A Model Context Protocol (MCP) server that brings Firecrawl to MCP-compatible AI agents — search, scrape, and interact with the live web for clean, agent-ready context.

Research & Data
Exa Web Search logo

Exa Web Search

exa-labs/exa-mcp-server

1.4k

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Research & Data
ArXiv logo

ArXiv

blazickjp/arxiv-mcp-server

1k

A local MCP server for agent literature work. The differentiator is original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk.

Research & Data
sail logo

sail

lakehq/sail

730

Sail is a drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads on a distributed, multimodal compute engine.

Research & Data

OpenAPI Proxy

janwilmake/openapi-mcp-server

554

A Model Context Protocol (MCP) server for Claude/Cursor that enables searching and exploring OpenAPI specifications through oapis.org.

Research & Data
Excel MCP Server logo

Excel MCP Server

haris-musa/excel-mcp-server

393

A Model Context Protocol server that lets AI assistants create, read and edit Excel workbooks. It needs no Microsoft Excel installation.

Research & Data