Bring Headless Browser
to AutoGen
Create your Vinkius account to connect ZenRows to AutoGen and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.
GDPR Free for SubscribersCompatible with every major AI agent and IDE
Gemini
What is the ZenRows MCP Server?
Connect your ZenRows account to any AI agent and harness the power of industrial-grade web scraping through natural conversation.
What you can do
- Universal Scraping — Retrieve raw HTML from any website while ZenRows automatically rotates proxies and handles CAPTCHAs
- JavaScript Rendering — Scrape dynamic SPAs and complex web apps by using a headless browser to capture the full rendered state
- Anti-Bot Bypass — Effortlessly bypass sophisticated protections like Cloudflare, DataDome, and PerimeterX with specialized bypass technology
- Markdown Conversion — Automatically convert web pages into clean Markdown, ideal for LLM ingestion and RAG applications
- Structured Data — Use auto-parse to extract JSON data from major e-commerce, search, and social platforms without manual selectors
- Visual Previews — Generate real-time screenshots of target pages to verify rendering or monitor visual changes
- Geographic Targeting — Execute scrapes using high-anonymity residential proxies from specific countries for localized content
How it works
- Subscribe to this server
- Enter your ZenRows API Key
- Start extracting web data through Claude, Cursor, or any MCP-compatible client
No more manual proxy rotation or CAPTCHA solving. Your AI agent becomes your web data architect.
Who is this for?
- Data Engineers — automate web scraping pipelines and bypass aggressive bot detections through simple chat commands
- AI Researchers — quickly collect clean Markdown datasets for model training and fine-tuning
- Market Analysts — monitor global product pricing and availability across different regions via residential proxies
- SEO Specialists — analyze rendered page content and verify technical SEO data across complex dynamic websites
Built-in capabilities (10)
Generates a URL that returns a screenshot of the target page
Enables js_render and antibot=true. Scrape with full anti-bot bypass for heavily protected sites
Scrape with automatic structured data extraction
g. wait, css_extractor, session_id). Execute a scrape using advanced custom parameters
g. "us", "gb") for localized content. Scrape using a proxy from a specific country
ZenRows automatically rotates proxies and handles CAPTCHAs. Scrape raw HTML using ZenRows anti-bot proxy pool
Enables js_render=true. Slower and more expensive than static scraping. Scrape JS-rendered HTML using ZenRows headless browser
Automatically removes boilerplate like navigation and ads. Scrape and convert page content to clean Markdown
Sets premium_proxy=true for higher anonymity. Scrape using ZenRows premium residential proxies
g. "#results") to wait for before capturing the HTML. Scrape with JS render waiting for a specific CSS selector
Why AutoGen?
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use ZenRows tools. Connect 10 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
- —
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use ZenRows tools to solve complex tasks
- —
Role-based architecture lets you assign ZenRows tool access to specific agents. a data analyst queries while a reviewer validates
- —
Human-in-the-loop support: agents can pause for human approval before executing sensitive ZenRows tool calls
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Code execution sandbox: AutoGen agents can write and run code that processes ZenRows tool responses in an isolated environment
ZenRows in AutoGen
Why run ZenRows with Vinkius?
The ZenRows connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.
You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.
* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure
Over 4,000 integrations ready for AI agents
Explore a vast library of pre-built integrations, optimized and ready to deploy.
Connect securely in under 30 seconds
Generate tokens to authenticate and link external services in a single step.
Complete visibility into every agent action
Audit live requests, latency, success rates, and active security compliance policies.
Optimize spending and track token ROI
Analyze real-time token consumption and cost metrics detailed by connection.
Explore our live AI Agents Analytics dashboard to see it all working
This dashboard is included when you connect ZenRows using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.
ZenRows and 4,000+ other AI tools. No hosting, no code, ready to use.
Professionals who connect ZenRows to AutoGen through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.
Raw MCP | Vinkius | |
|---|---|---|
| Ready-to-use MCPs | Find and configure each manually | 4,000+ MCPs ready to use |
| Connection Setup | Manual coding & server setup | 1-click instant connection |
| Server Hosting | You host it yourself (needs 24/7 uptime) | 100% hosted & managed by Vinkius |
| Security & Privacy | Stored in plaintext config files | Bank-grade encrypted vault |
| Activity Visibility | Blind execution (no logs or tracking) | Live dashboard with real-time logs |
| Cost Control | Runaway AI token spend risk | Automatic budget limits |
| Revoking Access | Must delete files or code to stop | 1-click disconnect button |
How Vinkius secures
ZenRows for AutoGen
Every request between AutoGen and ZenRows is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.
Frequently asked questions
Can ZenRows bypass Cloudflare or other aggressive bot protections?
Yes. Using the scrape_antibot tool, ZenRows activates specialized technology to bypass Cloudflare, DataDome, and other advanced bot detection systems, ensuring you can access the content you need through chat.
How do I get clean Markdown from a website for my AI agent?
You can use the scrape_markdown tool. ZenRows will retrieve the page and automatically convert the content into structured Markdown, removing ads and navigation headers to provide a clean input for LLMs.
Can I see what a dynamic page looks like before extracting data?
Absolutely. Use the get_screenshot tool to retrieve a direct link to an image file representing the fully rendered target page, helping you verify that JavaScript content is correctly displayed.
How does AutoGen connect to MCP servers?
Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call ZenRows tools during their conversation turns.
Can different agents have different MCP tool access?
Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
Does AutoGen support human approval for tool calls?
Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.
McpWorkbench not found
Install: pip install "autogen-ext[mcp]"
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