# Browse AI MCP for AI Agents AI Agent Connect

> Browse AI lets you run web scraping robots and monitor page changes directly from your AI agent. It handles the heavy lifting of data extraction so you can get structured JSON data from any site without building your own scrapers.

## Overview
- **Category:** data-management
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_eFjufwfO5yFrM4ynCp0RQOH02U7ZRWZmMvVcNnMm/ai-agent-connect
- **Tags:** web-extraction, no-code, data-monitoring, automation-robots, structured-data, web-scraping

## Description

Imagine you're tired of jumping between tabs to check competitor prices or manually copying data from a messy website into a spreadsheet. This Connector changes that by turning your AI agent into a direct pipeline for web data. You can tell your agent to trigger a specific scraping robot, wait for it to finish, and then pull the results straight into your chat or workspace. It handles the multi-URL bulk runs and the constant monitoring of page changes so you don't have to. Since Vinkius hosts this, you can easily connect it to your existing workflow and start pulling live data into your project. It's about moving from manual data gathering to an automated flow where your agent does the fetching while you do the analyzing. You get to stop worrying about how to bypass bot detection or handle complex page elements because the robots do that work for you. You just get the data you need, exactly when you need it.

## Tools

### get_task_data
Pull the final JSON results from a successfully completed scraping task. This brings the actual data into your current conversation.

### get_task
Check the progress of a single extraction task. It shows you if the robot is still working or if it hit an error.

### list_credits
See how many credits you have left and check your current plan limits. It keeps your scraping costs from becoming a surprise.

### list_monitors
See all your active web change monitors and their current statuses. This helps you manage your automated alerts.

### list_robots
List every extraction and monitoring robot in your Browse AI account. Use this to see your entire library of scraping workflows.

### run_robot
Trigger a specific robot to scrape a target URL with custom input parameters. It's the fastest way to get data from a single page.

### run_bulk_task
Run a robot across multiple URLs simultaneously using Browse AI infrastructure. This is the best way to get data from a large list of pages in one go.

### download_bulk_data
Get a JSON array of all results from a finished bulk extraction run. Use this to grab everything the robot found in one move.

### get_bulk_task
Check the current status of a multi-URL bulk scraping task. It lets you see if your large data pull is still running or finished.

### get_robot
See the full configuration and settings for a specific scraping robot. Use this to check how your robot is built and what it targets.

## Prompt Examples

**Prompt:** 
```
Check my robots and tell me which ones are monitoring price changes.
```

**Response:** 
```
You have 4 active robots. Here is the status of your monitors:

| Robot Name | Target | Status |
| :--- | :--- | :--- |
| **Competitor Price Tracker** | electronics.com | **Active** |
| **Stock Alert** | shop.example.com | **Active** |
| **News Feed** | blog.site.com | **Inactive** |

The **Competitor Price Tracker** is currently your primary tool for monitoring price changes.
```

**Prompt:** 
```
Run my Amazon scraper on this URL: https://example.com/product1 and give me the results.
```

**Response:** 
```
I've started the extraction for that product. 

**Task ID:** `t-99283` 

I'll monitor the progress for you. Once it's done, I'll pull the price, description, and availability details right here.
```

**Prompt:** 
```
How many credits do I have left for this month?
```

**Response:** 
```
You have **1,450 credits** remaining for your current monthly plan. 

*   **Total Used:** 850 
*   **Daily Limit:** 100 
*   **Status:** On track for the month.
```

## Capabilities

### Trigger web scraping robots
Start a specific extraction task on a target URL using your pre-configured robots.

### Fetch bulk website data
Run a robot across multiple URLs at once and download the combined results.

### Monitor web page changes
Check the status of active monitors that track updates on specific websites.

### Retrieve structured JSON
Pull the final extracted data from a successful task for immediate use.

### Track scraping quota
Check your remaining API credits and current plan limits in real time.

## Use Cases

### Competitor Price Tracking
A marketing manager asks their agent to run a robot on a competitor's pricing page and get the current costs for 10 different products.

### Bulk Product Research
A researcher needs to pull 500 product descriptions from a retail site and have the agent summarize the common themes.

### Automated News Gathering
A journalist uses a monitor to detect changes on a government website and asks the agent to summarize the new updates as they appear.

### SEO Audit Automation
An SEO specialist runs a robot on a list of competitor URLs to extract their meta tags and headers into a single JSON file for analysis.

## Benefits

- Get bulk data from hundreds of URLs at once using run_bulk_task instead of clicking every link manually.
- Monitor price changes or site updates automatically with list_monitors and get_task.
- Access structured JSON data immediately via get_task_data for easier processing by your agent.
- Keep your scraping costs in check by monitoring usage with list_credits.
- Manage your entire robot library from one place using list_robots and get_robot.

## How It Works

The bottom line is you turn your AI agent into a direct pipeline for live web intelligence.

1. Subscribe to the Connector and provide your Browse AI Secret API Key.
2. Connect the Connector to your AI client like Claude, Cursor, or Windsurf.
3. Ask your agent to run a robot or fetch data from a specific URL.

## Frequently Asked Questions

**Can Browse AI MCP scrape websites that don't have an API?**
Yes, it uses robots to scrape any site. It handles the heavy lifting of navigating the page and extracting the data you need into a structured format.

**How does Browse AI MCP handle multiple URLs at once?**
It uses a bulk task feature. You can give your agent a list of URLs, and it will run the extraction across all of them concurrently.

**Can I see the JSON data directly in my chat?**
Yes. Once the agent finishes the scraping task, it can pull the final JSON results and present them to you directly in the conversation.

**Does Browse AI MCP work with Cursor and Claude?**
Yes, it works with any MCP-compatible client, including Claude, Cursor, Windsurf, and VS Code.

**How do I check my scraping credits with Browse AI MCP?**
Your agent can check your quota and plan limits for you instantly, so you can keep track of your usage without logging into a dashboard.

**Can my AI start a data extraction and let me know when it finishes?**
Yes! You can ask your agent to `run_robot` on a certain URL. The agent receives the newly created task ID and can immediately invoke `get_task` sequentially to poll for completion. Once successful, it calls `get_task_data` to dump the JSON right into your conversation without breaking workflow.

**How do bulk operations work natively through the agent?**
When you have a trained robot, you can feed the `run_bulk_task` command an array of different URLs. Browse AI's backend splits them virtually into independent task instances. Your agent tracks the bulk run via `get_bulk_task` and eventually pulls the mega JSON merge using `download_bulk_data`.

**Is there a risk of my agent suddenly spending all my API credits?**
You have complete visibility—the agent can query `list_credits` at any moment to inform you precisely of your available balance and monthly limit. Also, since tools execute your natural directives, your AI agent only triggers extractions you specifically prompt for.