Zyte MCP for AI. Scrape any website, bypass anti-bot systems.
Works with every AI agent you already use
…and any MCP-compatible client








How this MCP server connects to your AI agent
Zyte MCP lets your agent scrape and structure data directly from any website or search engine using browser automation. Need to bypass anti-bot measures? Use this connector to extract rendered HTML, run complex clicks across a site, or grab structured results from Google—all through natural conversation.
What AI agents can do with Zyte Automation
Extract data
Extract raw, rendered data content from a specified website URL.
Search data
Fetches structured search engine results from major web domains.
Get stats
Retrieves current usage metrics and cost data for your Zyte API account.
Pulls the full, browser-rendered HTML from a specified URL.
Executes complex actions like simulated clicks or scrolling before pulling data.
Retrieves organized, organic results directly from major search engines.
Routes requests through specific geographical locations or captures images (PNG/JPEG) of the page.
Ask an AI about this
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What AI agents can do with Zyte: 3 Tools for Web Data Mining
These tools let you extract raw website HTML, find organized search results, and monitor your API usage all in one place.
Make your AI actually useful.
Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using Zyte on VinkiusExtract Data
Extract raw, rendered data content from a specified website URL.
Search Data
Fetches structured search engine results from major web domains.
Get Stats
Retrieves current usage metrics and cost data for your Zyte API account.
Security and governance baked right in.
Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.
Choose How to Get Started
Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.
Build Your Own
Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.
- Import from OpenAPI, Swagger, or YAML specs
- Create Agent Skills with progressive disclosure
- Deploy to edge with MCPFusion framework
- Built in DLP, auth, and compliance on every call
- Real time usage dashboard and cost metering
- Publish to catalog or keep private
Make Your AI Do More
Start with Zyte, then connect any of our 5,100+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 5,100+ others, all in one place
- Add new capabilities to your AI anytime you want
- Every connection is secured and compliant automatically
- Track usage and costs across all your servers
- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog every week
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Zyte. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.
VINKIUS INFRASTRUCTURE
Cloud Hosted
Managed infra
V8 Isolated
Sandboxed per request
Zero-Trust Proxy
No stored credentials
DLP Enforced
Policy on every call
GDPR Compliant
EU data residency
Token Compression
~60% cost reduction
Built on the Model Context Protocol (MCP) for Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This connection provides 3 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
Getting Web Content Today Is a Copy-Paste Nightmare, Solved with Vinkius AI Gateway
Right now, if you need data from a website—say, checking competitor pricing across ten pages—you open the site, copy the first few items into Google Sheets. Then you have to navigate page two, paste it under the last row, and keep repeating that process until you're exhausted and your browser crashes.
With this MCP, you just tell the agent what you need. It handles the entire sequence: scraping across all ten pages, extracting only the price column, and dumping clean data straight into your workflow. You get the finished dataset without touching a single tab.
What Zyte MCP Delivers Is Targeted Data Access
You don't have to worry about site anti-bot measures, or if the data is loaded by complex JavaScript. The agent handles those technical hurdles for you; it runs actions like clicking and scrolling behind the scenes.
The result is pure data. You get clean HTML via `extract_data` or structured results from Google using `search_data`. It's immediate, accurate web intelligence.
What your AI can actually do with this
Need web content that works like it was built for you? This MCP connects your AI agent directly to the Zyte API. It handles everything needed to bypass typical website restrictions and pull clean data from any source. You can tell your agent to extract raw HTML, or instruct it to simulate a user clicking through multiple pages—like scrolling down or waiting for content to load before grabbing the text.
The tool also pulls structured organic results right out of Google searches. It even lets you capture screenshots or change the request country to see localized versions of a page. When running these kinds of sensitive data requests, your credentials pass through a zero-trust proxy on Vinkius. This means your keys are only used when sending the request; they never sit on disk.
You can trust that this setup keeps everything secure while letting you pull massive amounts of data for analysis.
019ea612-669b-7310-a2ce-8b8557fb766b Here's how it actually works
The bottom line is that it turns complex website interactions into simple chat commands.
Subscribe to this MCP and enter your Zyte API Key.
Connect your AI client, then prompt it with a request—for instance, 'Extract the content from X URL' or 'Search Google for Y'.
The agent runs the necessary web scraping sequence and returns the structured data (HTML, text, or results) to you.
Who is this actually for?
This MCP serves the analyst who has to manually scrape data from multiple, tricky websites every week. It's for anyone whose job relies on web content—the SEO specialist tracking rankings or the developer debugging a scraper.
Gathers large datasets quickly without worrying about proxy management or complex headless browser setup.
Monitors search engine rankings and checks how content looks in different countries or regions.
Tests web scrapers and inspects browser-rendered code directly from their IDE.
What Changes When You Connect
Bypass Anti-Bot Measures: Get data from sites that normally block scrapers. You can extract rendered content or run complex actions without manual workarounds.
Comprehensive Search Results: Use search_data to pull structured organic results from Google and other engines, so you don't have to manually copy link snippets.
Full Usage Visibility: Check your spending limits and success rates anytime using get_stats, keeping track of every request in the chat history.
Advanced Extraction: The extract_data tool allows you to pull raw HTTP responses or fully rendered HTML, giving developers total control over the source material.
Geographic Targeting: See how content changes by running requests through specific countries. This is crucial for SEO teams monitoring localized markets.
See it in action
Tracking Competitor Content
An SEO specialist needs to know what their top three competitors are saying about a new feature. They ask the agent to search Google using search_data and then use extract_data on the top results' URLs to pull key talking points from each article.
Debugging Web Scrapers
A developer needs to see exactly what a website looks like before their scraper runs. They ask for browser-rendered HTML using extract_data and also request a screenshot, helping them debug client-side JavaScript issues.
Analyzing Localized Market Copy
A marketing manager needs to confirm the messaging used in Brazil versus Germany. They ask the agent to run the same search query but route the requests through different countries, capturing localized content and screenshots.
The honest tradeoffs
Trying to scrape everything at once
Asking the agent to 'Get me all data from this site' without specifying what type of data or which pages, leading to vague and unusable output.
Break it down. First, use search_data to find the specific URLs you need. Then, run targeted extractions on those links using extract_data. Always be precise.
Forgetting about billing
Running a massive scrape job for hours and only realizing when the account hits zero credits because no one checked usage.
Start every big job by checking get_stats. This shows your current consumption, preventing unexpected overspending.
Ignoring site structure
Simply asking for 'the text on the page' when the content is loaded via JavaScript after a button click.
The agent needs to run automation. Tell it to simulate actions, like 'click the next page button first,' before running extract_data.
When It Fits, When It Doesn't
Use this MCP if your goal is raw data extraction from complex, live web pages or search engines. You need content that JavaScript loads dynamically; you can't just hit a simple API endpoint. Don't use it if all you need is structured JSON data already provided by an official public API (like stock tickers). If the data source is clean and predictable, don't waste cycles on this MCP. Instead, check your existing database or use specialized integration tools built for that specific service.
Questions you might have
Can I take a screenshot of a website using this server? +
Yes! Use the extract_data tool and set the screenshot parameter to true. The agent will return the visual state of the page as requested.
How do I get organic search results from Google? +
Use the search_data tool, specifying 'google.com' as the domain and your keywords as the query. You can also set maxResults to control the list length.
Is it possible to monitor my Zyte API spending? +
Yes, by using the get_stats tool. Note that this requires you to provide your ZYTE_DASHBOARD_API_KEY during setup.
What credentials are required to run `extract_data`? +
You must configure a Zyte API Key for this MCP to function. This key authenticates your calls and allows the agent to access the web extraction services. You'll enter this key once into your Vinkius profile.
How does `extract_data` handle dynamic content loading? +
The tool supports full browser automation, meaning it can perform complex sequences like scrolling or clicking elements before extracting the data. This ensures you get content that only loads after user interaction.
If my `search_data` request hits a rate limit, what should I do? +
The system will provide an error code indicating a rate limit breach. You'll need to wait for the specified cooldown period before retrying the search query. We recommend implementing exponential backoff in your workflow.
Can I use this MCP from any AI client? +
Yes, you connect once from any MCP-compatible client like Claude or Cursor. Once connected to Vinkius, that single session allows your agent access to all the tools in this catalog.
When using `extract_data`, can I choose between raw and rendered data? +
You can specify whether you want raw HTTP responses or fully browser-rendered HTML. This lets you decide if you need the underlying page code, or just what a user would actually see.
We've already built the connector for Zyte. Just plug in your AI agents and start using Vinkius.
No hosting. No infrastructure. No complex setup.
All 3 tools are live and waiting.
You're up and running in seconds.
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Built, hosted, and secured by Vinkius. You just connect and go.