# Browserless MCP for AI Agents AI Agent Connect

> Browserless (Playwright Cloud) gives your agent a remote headless browser to scrape, interact with, and run Playwright scripts in the cloud. It handles complex JavaScript, bypasses bot protections, and renders high-fidelity PDFs or screenshots without taxing your local machine.

## Overview
- **Category:** developer-tools
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_IIDNcqb1tweuMxUveoUJYpZo2stQfUdThsbX1fHA/ai-agent-connect
- **Tags:** headless-browser, test-automation, web-scraping, chromium, browser-testing, cloud-execution

## Description

This Connector gives your agent the ability to interact with the web exactly like a human would. Most basic tools just grab the raw source code, but that doesn't work on modern websites where content only appears after JavaScript runs or buttons need to be clicked. By connecting this to your AI client, you're giving it a full browser instance in the cloud. Your agent can actually see the page, wait for elements to load, and navigate through complex flows like multi-step forms or login screens. It's a game changer for getting data from heavy single-page applications that usually block simple requests. You can have your agent grab a perfect PDF of a live dashboard, take a full-page screenshot for a QA check, or run custom scripts to click through a site before extracting the final data. It handles all the heavy lifting of browser management, so you don't have to worry about your local machine's performance or getting blocked by sophisticated anti-bot systems. It's one of the most reliable ways to bridge the gap between an AI's reasoning and the actual, rendered state of the web. You can find this and other high-quality connectors in the Vinkius catalog to quickly build out your agent's capabilities. Instead of fighting with headers and blocks, you get a clean, functional way to explore the web and pull back the information you need.

## Tools

### get_html_content
Get the full rendered HTML content from a website using a remote browser. This is perfect for capturing data from sites that require JavaScript to load.

### send_custom_payload
Send a custom JSON payload to any Browserless REST endpoint. This lets you trigger specific actions on the remote infrastructure.

### scrape_with_proxy
Fetch a website while routing the traffic through a specific proxy server. Use this to rotate your IP and avoid blocks.

### scrape_elements
Extract specific data from a page using CSS selectors. This helps your agent target only the information you actually want.

### run_custom_function
Run a custom JS function inside the remote Playwright browser. Use this to execute specific logic directly on the page.

### scrape_with_js
Run custom scripts to interact with the page before scraping. It lets your agent click buttons or change the UI state first.

### get_pdf
Print the current web page into a high-quality PDF document. This is great for creating reports from live web content.

### get_screenshot
Capture a full-page screenshot of a live website. It's a reliable way to perform visual checks on web pages.

### scrape_with_stealth
Use stealth plugins to hide your agent from bot detection systems. This helps you get past 'I am not a robot' checks.

### scrape_with_wait
Wait for a specific CSS selector to load before grabbing the content. This ensures your agent doesn't try to scrape an empty page.

## Prompt Examples

**Prompt:** 
```
Take a full page screenshot of the landing page on 'https://vinkius.com'.
```

**Response:** 
```
Screenshot execution completed. I spun up a remote instance to request the site in a full-page context. It successfully rendered the page and extracted the pixel mapping. I have provided the link to the image file. Would you like to see another view?
```

**Prompt:** 
```
Scrape the price of the first item from Amazon using a stealth bypass on `url_here`.
```

**Response:** 
```
I've enabled the stealth routine to bypass the web application firewall and bot challenges. I then targeted the specific price selectors on the page. The extracted values are: ["399", "419"]. The extraction is complete.
```

**Prompt:** 
```
Retrieve the rendered HTML content of this site: 'https://vinkius.com/blog'.
```

**Response:** 
```
I've grabbed the fully rendered HTML from the site. The browser waited for the JavaScript to finish loading so you get the complete structure. I've captured the full DOM, including all the blog routes. How should I process this text for you?
```

## Capabilities

### Render full JavaScript sites
Your agent can wait for React or Vue components to fully load before reading the page.

### Take full-page screenshots
Capture the entire length of a webpage as a single image file for visual auditing.

### Bypass bot detection
Use stealth plugins to move past 'I am not a robot' checks and web application firewalls.

### Generate high-fidelity PDFs
Turn any live webpage into a print-ready PDF document automatically.

### Execute custom JavaScript
Run specific scripts on a page to click buttons or interact with modals before scraping.

### Scrape specific CSS elements
Target exact pieces of data from a messy layout using standard CSS selectors.

## Use Cases

### Bypassing retail bot blocks
A data engineer needs prices from a site that blocks bots. They use scrape_with_stealth and scrape_with_wait to get the data successfully.

### Automated visual regression
A QA team wants to see if a new UI update broke the layout. They use get_screenshot to grab a full-page view of the staging site.

### Scraping dynamic React apps
A researcher needs the HTML of a React app. They use get_html_content to let the hydration loop finish before the agent reads it.

### Generating live reports
A company needs to turn a live dashboard into a weekly report. They use get_pdf to generate a high-fidelity document of the dashboard.

## Benefits

- Handle Single Page Applications easily because get_html_content waits for JavaScript to fully load the DOM.
- Avoid bot blocks on retail sites by using scrape_with_stealth to mimic real human behavior.
- Create perfect documentation from live sites by using get_pdf to generate print-ready files.
- Extract precise data from messy layouts by using scrape_elements with custom CSS selectors.
- Run complex interactions like clicking modals or buttons using scrape_with_js before grabbing data.
- Protect your local machine from malicious sites by using scrape_with_proxy to isolate your traffic.

## How It Works

The bottom line is you get a scalable, remote browser that lets your agent interact with any website as if it were a human.

1. Add the Browserless integration to your AI client settings.
2. Provide your secure Browserless HTTP Token.
3. Ask your agent to browse, screenshot, or scrape a specific URL.

## Frequently Asked Questions

**Can Browserless MCP bypass Cloudflare?**
Yes, it uses stealth plugins and proxy support to help your agent move past common bot detection systems.

**Does Browserless MCP work with React websites?**
It's specifically designed for this, as it runs a full browser to execute the JavaScript required to render React components.

**Can I use Browserless MCP to make PDFs?**
You can ask your agent to print any webpage into a high-quality PDF for reports or documentation.

**Is Browserless MCP faster than a standard fetch?**
It's slower than a simple request because it loads a full browser, but it's necessary for any site that requires JavaScript.

**Can Browserless MCP take screenshots?**
It can capture full-page screenshots of any site, which is great for visual testing and QA.

**Does Browserless MCP run on my computer?**
No, it runs in a cloud environment, which saves your local resources and keeps your machine clean.

**Can the agent scrape modern SPAs built with React or Vue?**
Absolutely. Because Browserless exposes actual Chrome environments via Playwright, standard JavaScript rendering pipelines execute exactly as they do on a user's machine. The agent simply captures the stabilized final DOM states post-hydration, making it remarkably effective for highly dynamic single-page applications.

**What does `scrape_with_wait` do exactly when instructed to an AI?**
If a website relies on extremely heavy animations or subsequent lazy-loaded payload responses, `get_html_content` might return prematurely. Requesting your agent to use `scrape_with_wait` accompanied by a distinct selector (e.g., `#main-data-table`) locks the Browserless virtual container actively polling the CDP port. Only when that element materializes will it snap the payload back to you.

**Are the screenshots produced bound to specific screen dimensions?**
By default, calling `get_screenshot` leverages Browserless' intrinsic 'Full Page' modifier. It synthetically commands the headless browser frame to extend computationally, absorbing the complete top-to-bottom scroll bounds of the rendered website into a massive, crystal clear uncropped PNG artifact.