Scrapegraph.ai

Scrapegraph.ai MCP integration

Starts a scrape and polls it to completion, crawls a site for the same fields, converts pages to Markdown, and checks credits before a bulk run.

Connect Scrapegraph.aiSee all integrations

27actions available

Three actions you can hand over today

Every action runs live through MCP. Nothing to build, nothing to maintain.

  • Start smart scraper

    Lyro scrapes websites using AI to extract structured data and answer customer questions about competitors. Your team gets current information without manual browsing.

  • Convert webpage to markdown (v2)

    Lyro converts any webpage into clean, formatted Markdown for easy reading and documentation. Your team archives important content or shares it with customers.

  • Start smart crawler (async)

    Lyro crawls an entire website to extract data, compare pricing, or monitor competitors systematically. Your team stays informed about market changes and competitor moves.

See all 27 actions

How businesses use Scrapegraph.ai + Lyro

Each card is one request a support team gets, and the Scrapegraph.ai actions Lyro runs to close it.

  • Turn a page into structured data with a prompt

    Lyro starts a smart scrape with a natural language extraction prompt, polls the request until it reports completed or failed, and builds the JSON schema describing the fields being pulled.

    Start Smart ScraperSmartScraper StatusGenerate Schema

  • Crawl a whole site for the same fields

    Lyro starts a multi-page crawl, polls it for the crawled URLs and their extracted results, and falls back to an AI-powered web search when the right pages are not known in advance.

    Start Smart Crawler (Async)SmartCrawler StatusSearch Scraper

  • Convert a page into clean Markdown

    Lyro converts a webpage into well-formatted Markdown with stealth mode, custom headers, or a webhook callback, and compresses the resulting JSON into TOON format when token cost matters.

    Convert Webpage to Markdown (V2)Markdownify StatusConvert JSON to TOON Format

  • Watch credits and history before a bulk run

    Lyro reports the credits used and remaining, reads the usage timeline and past scrape history with each job's status, and lists the scheduled jobs already running on their own cron.

    Get CreditsGet Usage TimelineList Scheduled Jobs

How it works

Get started in 3 steps

Connect once, then just ask. There is no workflow builder to learn and nothing to maintain — Lyro reads the Scrapegraph.ai actions it has and picks the ones a request needs.

  1. 01

    Connect Scrapegraph.ai

    Authorize the Scrapegraph.ai account your team already uses — one consent screen, no API keys, no mapping tables. Lyro can only do what you granted that account, and you can disconnect it at any time.

  2. 02

    Tell your agent what you need

    Describe the job the way you would hand it to a teammate. Lyro maps it to the Scrapegraph.ai actions that close it and chains as many as the request needs.

  3. 03

    Watch it work

    The agent runs the actions inside the conversation the customer is already in, so nobody copies data between tabs and your team can take over at any point.

    Get started free
Scrapegraph.ai · Lyro

Everything else about Scrapegraph.ai

Setup, permissions, and the limits of what Lyro can do inside Scrapegraph.ai.

  • It treats that URL as unrecoverable rather than retrying indefinitely. Some sites block scrapers and return an empty body, and JS-rendered pages can come back partial, so Lyro checks the error and job_status fields on SmartScraper Status before using a result and reports the gap instead of passing back nothing.

Every action available in Scrapegraph.ai

All 27 actions your agent can call on Scrapegraph.ai, straight from the live MCP connection.

  • Convert webpage to markdown (v2)

    Convert any webpage into clean, well-formatted Markdown with full parameter control.

  • Generate schema

    Generate or modify a JSON schema based on a search query for structured data extraction.

  • Get agentic scraper history

    Retrieve paginated history of agentic scraper jobs.

  • Get crawler history

    Retrieve the history of crawler jobs for your account.

  • Get credits

    Retrieve remaining and used credits for your ScrapeGraphAI account.

  • Get endpoint suggestions

    Get AI-powered suggestions for creating scraping endpoints.

  • Get live session URL

    Get a URL for a live browser session.

  • Get markdownify history

    Retrieve the history of markdownify webpage-to-Markdown conversion jobs.

  • Get scrape history

    Retrieve the history of scrape jobs from your ScrapeGraphAI account.

  • Get searchscraper history

    Get the history of searchscraper jobs with pagination support.

  • Get sitemap history

    Retrieve the history of sitemap extraction jobs.

  • Get smartscraper history

    Retrieve the history of smartscraper jobs.

  • Get usage timeline

    Retrieve usage timeline statistics for your ScrapeGraphAI account.

  • Get webhook logs

    Retrieve webhook delivery logs for a crawler job.

  • List scheduled jobs

    Retrieve a paginated list of all scheduled scraping jobs for your account.

  • Markdownify status

    Check the status and retrieve results of a Markdownify webpage-to-Markdown conversion job.

  • Save endpoint configuration

    Save custom scraping endpoint configurations to ScrapeGraphAI.

  • Search scraper

    Perform AI-powered web searches with structured, parsed results.

  • 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.

  • Start smart scraper

    Start AI-powered web scraping with natural language extraction prompts.

  • Smartscraper status

    Check the status and retrieve results of a SmartScraper web scraping job.

  • Start smart crawler (async)

    Start a multi-page web crawl using SmartCrawler for AI-powered data extraction.

  • Submit feedback

    Submit feedback and ratings for completed ScrapeGraphAI requests.

  • Submit product feedback

    Submit product feedback for ScrapeGraphAI.

  • Convert JSON to toon format

    Convert JSON data to TOON (Token-Oriented Object Notation) format.

  • Validate API key

    Validate your ScrapeGraphAI API key to ensure it is active and authorized.

The tools Scrapegraph.ai sits next to

Same connection, same setup. Pick the next one your team already uses.

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Ready to connect Scrapegraph.ai?

Authorize the account and your agent has all 27 actions from the first conversation.

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