---
title: "Scrapegraph Ai integration for LuumenAI"
url: "https://www.luumen.ai/integrations/scrapegraph-ai/"
entity: SoftwareIntegration
category: "Databases & data platforms"
audience: "SRE, DevOps, platform engineering, IT operations"
---

# Scrapegraph Ai integration for LuumenAI

Pull structured data off any web page, with the scrape held for approval

## What LuumenAI can do with Scrapegraph Ai

LuumenAI connects to Scrapegraph Ai with an API token and exposes 27 tools (20 read-only · 7 write). For connected tools, admins configure which actions may run automatically and which require approval, within the access granted to the user.

## Key facts

- Authentication: API token
- Tools available: 27 tools (20 read-only · 7 write)
- Deployment: scoped as part of your Pilot, Platform, or Managed rollout
- Category: Databases & data platforms

## About Scrapegraph Ai with LuumenAI

Connect ScrapeGraphAI and Luumen can turn a web page into structured JSON without you writing a parser. Describe the fields you want in plain language. The agent reads your job history, credit balance, and usage timeline for context, drafts the extraction, and shows you the URL and prompt before anything runs. Authentication is by API key.

## Example tools

Read-only (20 in total):

- `SCRAPEGRAPH_AI_GENERATE_SCHEMA` — Generate or modify a JSON schema based on a search query for structured data extraction.
- `SCRAPEGRAPH_AI_GET_AGENTIC_SCRAPER_HISTORY` — Retrieve paginated history of agentic scraper jobs.
- `SCRAPEGRAPH_AI_GET_CRAWLER_HISTORY` — Retrieve the history of crawler jobs for your account.
- `SCRAPEGRAPH_AI_GET_CREDITS` — Retrieve remaining and used credits for your ScrapeGraphAI account.
- `SCRAPEGRAPH_AI_GET_ENDPOINT_SUGGESTIONS` — Get AI-powered suggestions for creating scraping endpoints.
- `SCRAPEGRAPH_AI_GET_MARKDOWNIFY_HISTORY` — Retrieve the history of markdownify webpage-to-Markdown conversion jobs.
- `SCRAPEGRAPH_AI_GET_SCRAPE_HISTORY` — Retrieve the history of scrape jobs from your ScrapeGraphAI account.
- `SCRAPEGRAPH_AI_GET_SEARCHSCRAPER_HISTORY` — Get the history of searchscraper jobs with pagination support.

Write and destructive (7 in total, subject to configured approval policy):

- `SCRAPEGRAPH_AI_CONVERT_WEBPAGE_TO_MARKDOWN_V2` — Convert any webpage into clean, well-formatted Markdown with full parameter control.
- `SCRAPEGRAPH_AI_GET_LIVE_SESSION_URL` — Get a URL for a live browser session.
- `SCRAPEGRAPH_AI_SAVE_ENDPOINT` — Save custom scraping endpoint configurations to ScrapeGraphAI.
- `SCRAPEGRAPH_AI_SMART_SCRAPER_START` — Extract structured JSON from one URL, HTML document, or Markdown document using ScrapeGraphAI v2.
- `SCRAPEGRAPH_AI_START_SMART_CRAWLER` — Start a multi-page web crawl using SmartCrawler for AI-powered data extraction.
- `SCRAPEGRAPH_AI_SUBMIT_FEEDBACK` — Submit feedback and ratings for completed ScrapeGraphAI requests.
- `SCRAPEGRAPH_AI_SUBMIT_PRODUCT_FEEDBACK` — Submit product feedback for ScrapeGraphAI.

## Frequently asked questions

### How does LuumenAI connect to Scrapegraph Ai?

Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

### Can LuumenAI change things in Scrapegraph Ai on its own?

For connected tools, admins configure which actions may run automatically and which require approval, within the access granted to the user.

### Is there an audit trail?

Every call to Scrapegraph Ai — read or write, approved or declined — is recorded with the actor, the input, and the result.

Full page: https://www.luumen.ai/integrations/scrapegraph-ai/