Connect Scrapegraph ai to OpenClaw on Operator.io
Scrapegraph ai is an AI-powered web scraping API that lets you extract structured data from any website using natural language prompts. Easily turn web pages into ready-to-use data for your apps and agents.
Automate Scrapegraph ai with AI
Operator runs your personal agent on OpenClaw, the open source agent framework, and points it straight at Scrapegraph ai. You message the agent on Telegram or Discord, tell it what you need in plain language, and it operates Scrapegraph ai on its own, running actions like convert webpage to markdown (v2), generate schema, get agentic scraper history.
Your agent reaches Scrapegraph ai directly or through connectors like Composio MCP and Pipedream MCP, which handle the sign in and token refresh for you, so there is nothing to wire up and no API keys to paste.
What your agent can do with Scrapegraph ai
Your agent can call any of these Scrapegraph ai actions by name as part of a larger task. Ask for the outcome you want and it picks the right ones.
Convert Webpage to Markdown (V2)
Tool to convert any webpage into clean, well-formatted Markdown with full parameter control. Use when you need advanced options like stealth mode, custom headers, or webhook notifications. Supports all Markdownify API parameters.
Generate Schema
Generate or modify a JSON schema based on a search query for structured data extraction. Use when you need a schema template for scraping specific data fields.
Get Agentic Scraper History
Retrieve paginated history of agentic scraper jobs. Use to view past scraping requests, their status, and results.
Get Crawler History
Retrieve the history of crawler jobs for your account. Returns paginated list of past crawler requests with their status, results, and metadata.
Get Credits
Retrieve remaining and used credits for your ScrapeGraphAI account. Useful for checking credit availability before bulk scraping operations to avoid mid-run failures.
Get Endpoint Suggestions
Tool to get AI-powered suggestions for creating scraping endpoints. Use when you need to identify what data can be extracted from a website and how to structure the scraping logic.
Get Live Session URL
Tool to get a URL for a live browser session. Use when you need to interact with a webpage in real-time through a controlled browser environment.
Get Markdownify History
Tool to retrieve the history of markdownify webpage-to-Markdown conversion jobs. Use when you need to view past markdownify requests and their statuses.
Get Scrape History
Retrieve the history of scrape jobs from your ScrapeGraphAI account. Use this to check the status of past scrapes, view results, and track credit usage.
Get Searchscraper History
Get the history of searchscraper jobs with pagination support. Use this to retrieve past searchscraper requests, their status, and results.
Get Sitemap History
Tool to retrieve the history of sitemap extraction jobs. Use when you need to view past sitemap extraction requests, their status, and results.
Get Smartscraper History
Tool to retrieve the history of smartscraper jobs. Use when you need to view past scraping requests and their results.
Get Usage Timeline
Tool to retrieve usage timeline statistics for your ScrapeGraphAI account. Use when you need to visualize or analyze service usage patterns over time.
Get Webhook Logs
Tool to retrieve webhook delivery logs for a crawler job. Use when you need to check the status and history of webhook notifications sent for a specific crawler execution.
List Scheduled Jobs
Retrieve a paginated list of all scheduled scraping jobs for your account. Use this action to view and manage your scheduled jobs, including their configuration, cron schedules, and active status. Supports filtering by service type and a...
Markdownify Status
Check the status and retrieve results of a Markdownify webpage-to-Markdown conversion job. Use this action to poll for the status of an async Markdownify request started via SCRAPEGRAPH_AI_MARKDOWNIFY. Note: The ScrapeGraph AI API typica...
Save Endpoint Configuration
Tool to save custom scraping endpoint configurations to ScrapeGraphAI. Use when you need to create reusable scraping endpoints with specific parameters and extraction logic.
Search Scraper
Perform AI-powered web searches with structured, parsed results. Some sites block scrapers and return empty bodies; treat these as unrecoverable for that URL. JS-rendered pages may yield incomplete content.
Check SearchScraper Status
Check the status and results of an asynchronous SearchScraper job.
SmartCrawler Status
Check the status and retrieve results of a SmartCrawler web crawling job. Use this action to poll for completion and get the extracted content from a previously started SmartCrawler job. Returns the job status, crawled URLs, page content...
Start Smart Scraper
Start AI-powered web scraping with natural language extraction prompts. When `wait` is false (default), returns a `request_id`; poll for results using SCRAPEGRAPH_AI_SMART_SCRAPER_STATUS. Check `error` and `job_status` fields in the resp...
SmartScraper Status
Check the status and retrieve results of a SmartScraper web scraping job. Use this action to poll for completion after starting a SmartScraper job with wait=false. The request_id is returned by the Start SmartScraper action. Typical work...
Start Smart Crawler (Async)
Tool to start a multi-page web crawl using SmartCrawler for AI-powered data extraction. Use when you need to extract structured data from multiple pages of a website. Returns immediately with a task_id - use the status check action to mo...
Submit Feedback
Submit feedback and ratings for completed ScrapeGraphAI requests.
Submit Product Feedback
Submit product feedback for ScrapeGraphAI. Use to provide ratings, comments, suggestions, and other feedback about the product itself.
Convert JSON to TOON Format
Tool to convert JSON data to TOON (Token-Oriented Object Notation) format. Use when you need to reduce token usage for LLM processing while maintaining data structure.
Validate API Key
Validate your ScrapeGraphAI API key to ensure it is active and authorized. Use this action to check API key validity before making other API calls.
How to connect Scrapegraph ai
You authorize Scrapegraph ai once from your dashboard. Operator holds the connection and refreshes the access tokens on its own, so your agent keeps working with Scrapegraph ai without you signing in again. The same setup unlocks every other app your agent can reach, so you only do it once.
When you are ready, the get started guide walks through standing up your OpenClaw agent.
Common questions about Scrapegraph ai
- How do I connect Scrapegraph ai to Operator?
- You authorize Scrapegraph ai once from your Operator dashboard. Operator holds the connection and refreshes the access token for you, so your agent keeps working with Scrapegraph ai without you signing in again.
- Can my agent pull and update data in Scrapegraph ai?
- Yes. It can read records, write new ones, and answer questions about what is stored. Point it at Scrapegraph ai and ask for a figure or a list, or have it keep a table in step with another app you have connected, all in plain language.
- Do I need to write code or manage Scrapegraph ai API keys?
- No code and no API keys. You authorize Scrapegraph ai through a normal sign in and Operator handles the connection, so there is nothing to wire up or host.
- Can my agent use Scrapegraph ai together with my other apps?
- Yes. The same agent reaches every app you connect, so it can move between Scrapegraph ai and tools like Gigasheet, Nasa, Api ninjas in one job, reading from one and acting in another without you wiring anything between them.
More apps to automate
Apps your agent runs alongside Scrapegraph ai, or browse all integrations.
Put your agent on Scrapegraph ai
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