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scrapegraphai

Search & Web Remote ★ 324 17 tools

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.

Connect

MCP endpoint

https://sgai--scrapegraphai-inc.run.tools

How to connect

Smithery (hosted)

1. Open https://smithery.ai/servers/scrapegraphai-inc/sgai
2. Click Connect and complete OAuth in your MCP client (Claude, Cursor, VS Code, etc.)
3. MCP endpoint: https://sgai--scrapegraphai-inc.run.tools

Tools (17)

extract
Extract structured data from a webpage using AI (API v2 POST /extract).
search
AI-powered web search with structured data extraction (API v2 POST /search).
crawl_start
Start an asynchronous multi-page crawl (API v2 POST /crawl). Poll crawl_get_status with the returned id.
crawl_get_status
Retrieve the results of an asynchronous SmartCrawler operation. This tool fetches the results from a previously initiated crawling operation using the request_id. The crawl request processes asynchronously in the background. Keep polling this endpoint until the status field indicates 'completed'. While processing, you'll receive status updates. Read-only operation that safely retrieves results without side effects.
crawl_stop
Stop a running crawl job (API v2 POST /crawl/:id/stop).
crawl_resume
Resume a stopped crawl job (API v2 POST /crawl/:id/resume).
credits
Return remaining API credits (API v2 GET /credits).
history
List recent API requests (API v2 GET /history). v2 accepts page/limit/service. The legacy endpoint/offset params are kept as aliases and translated client-side (endpoint -> service, offset -> page when it divides limit). status filtering was removed in v2.
monitor_create
Create a scheduled monitor job (API v2 POST /monitor). The v2 API expects a `formats` array. This tool wraps `prompt` (+ optional `output_schema`) into a `{type: "json", ...}` format entry for you.
schema
Generate or augment a JSON Schema from a natural-language prompt (API v2 POST /schema).
monitor_list
List monitors (API v2 GET /monitor).
monitor_get
Get one monitor by id (API v2 GET /monitor/:id).
monitor_pause
Pause a monitor (API v2 POST /monitor/:id/pause).
monitor_resume
Resume a paused monitor (API v2 POST /monitor/:id/resume).
monitor_delete
Delete a monitor (API v2 DELETE /monitor/:id).
monitor_activity
Poll per-run tick history for a monitor (API v2 GET /monitor/:id/activity). Returns the ticks produced on each scheduled run (`id`, `createdAt`, `status`, `changed`, `elapsedMs`, `diffs`) plus `nextCursor` when more results are available. Mirrors `sgai.monitor.activity()` in scrapegraph-py v2.
scrape
Fetch page content (API v2 POST /scrape).