Scrapingant MCP integration
Pulls a page as Markdown, extracts named fields with an AI query, and renders JavaScript-heavy or bot-protected pages through Chrome and rotating proxies.
7actions available
Three actions you can hand over today
Every action runs live through MCP. Nothing to build, nothing to maintain.
Scrape web page
Ayro scrapes webpages and returns comprehensive data including HTML, text, headers, and cookies. Your team gets complete page content for analysis or documentation.
Extract data with AI
Ayro extracts structured data from any webpage using AI to answer specific questions. You get organized information instead of raw HTML for faster decisions.
Extract content as markdown
Ayro converts any webpage into clean Markdown format for easy reading and sharing. Your team archives content or sends it to customers in a readable format.
How businesses use Scrapingant + Ayro
Each card is one request a support team gets, and the Scrapingant actions Ayro runs to close it.
Turn a page into text a model can actually use
Ayro converts a URL to Markdown for a retrieval index, or sends an AI query describing the fields it wants and gets those values back structured instead of a wall of raw HTML.
Extract Content as MarkdownExtract Data with AIGet content out of a page that fights back
For a JavaScript-rendered or bot-protected page, Ayro scrapes through a headless browser with rotating proxies, and can request the extended response that also returns cookies, headers, and the page's own XHR calls.
Scrape Web PageScrape with Extended JSON OutputReach an endpoint that only answers POST or PUT
When the target is a form submission or an API that rejects GET, Ayro sends the request through ScrapingAnt's proxy with the body forwarded unchanged, so the endpoint responds as it would to a normal client.
Scrape Webpage via POSTScrape Webpage with PUT
How it works
Get started in 3 steps
Connect once, then just ask. There is no workflow builder to learn and nothing to maintain — Ayro reads the Scrapingant actions it has and picks the ones a request needs.
Connect Scrapingant
Authorize the Scrapingant account your team already uses — one consent screen, no API keys, no mapping tables. Ayro can only do what you granted that account, and you can disconnect it at any time.
Tell your agent what you need
Describe the job the way you would hand it to a teammate. Ayro maps it to the Scrapingant actions that close it and chains as many as the request needs.
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
Scrapingant · Ayro
What can you do in Scrapingant without me setting anything up?
These, right away:
- Get API credits usage
- Extract content as markdown
- Extract data with AI
Great, let's start with the first one.
FAQ
Everything else about Scrapingant
Setup, permissions, and the limits of what Ayro can do inside Scrapingant.
Your own account's. The integration authenticates with your ScrapingAnt API key, and Get API Credits Usage returns current consumption against your subscription limit, so the account's position can be checked before a larger job starts.
Every action available in Scrapingant
All 7 actions your agent can call on Scrapingant, straight from the live MCP connection.
Extract content as markdown
This tool extracts content from a given URL and converts it into Markdown format.
Extract data with AI
This tool allows you to extract structured data from a web page using ScrapingAnt's AI-powered extraction capabilities.
Get API credits usage
This tool retrieves the current API credit usage status for the authenticated ScrapingAnt account.
Scrape web page
This tool scrapes a web page using the ScrapingAnt API.
Scrape webpage via post
Perform a POST request through ScrapingAnt's proxy to scrape a webpage.
Scrape webpage with put
Perform a PUT request through ScrapingAnt's proxy to scrape a webpage that requires PUT method.
Scrape with extended JSON output
Scrapes a web page and returns comprehensive data including HTML content, plain text, cookies, HTTP headers, XHR/Fetch requests, and iframe content.
The tools Scrapingant sits next to
Same connection, same setup. Pick the next one your team already uses.
Autom
Fetches Google image results with metadata attached and resolves the country, language, and location codes a targeted query needs.
Diffbot
Extracts structured data from any URL, enriches people and companies from the Knowledge Graph, runs bulk extraction jobs, and manages custom parsing rules.
Ip2location.io
Resolves one IP or a batch into country, ISP and proxy detail, and looks up the WHOIS record behind a domain or a hosting address.
Neutrino
Validates emails and phone numbers, screens IPs and card BINs for risk, runs SMS code verification, and filters submitted content.
Rkvst
Looks up assets and their event history, retrieves evidence attachments, opens public asset records, and reports who holds access in a tenancy.
Tomtom
Resolves addresses to coordinates, calculates routes and reachable ranges, explains delays from live traffic, and reports geofence crossings.
Ready to connect Scrapingant?
Authorize the account and your agent has all 7 actions from the first conversation.