# Oxylabs SERP MCP for AI Agents AI Agent Connect

> Oxylabs SERP is a data connector that lets your AI agent pull structured search engine results from across the web. It handles the heavy lifting of scraping Google, Bing, Yandex, Baidu, and YouTube, delivering clean data for SEO tracking, market research, and content analysis.

## Overview
- **Category:** data-infrastructure
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_VcufeNRO04FsZYNyYIwtnVNPzSB6D4FpGpORUwSs/ai-agent-connect
- **Tags:** serp-scraping, keyword-tracking, search-engine-data, market-research, structured-data

## Description

Imagine trying to track your keyword rankings across five different search engines while manually dodging CAPTCHAs and rotating proxies. It is a tedious loop of copy-pasting data into spreadsheets just to see where you stand. This Connector changes that by giving your agent direct access to the underlying data of the world's biggest search platforms. Instead of asking your agent to browse a page and hope it gets the right info, you can now have it pull structured results for Google Shopping, YouTube rankings, or even academic papers on Scholar. It turns your AI into a high-powered research assistant that can verify local SEO in Russia via Yandex or check price trends in China through Baidu. By adding this to your setup via the Vinkius catalog, you move from manual data collection to automated insight gathering. You get the raw numbers you need to make decisions without ever touching a browser.

## Tools

### google_scholar_search
This is perfect for gathering research in specialized fields.

### google_shopping_search
It helps you monitor competitor pricing in real time.

### google_travel_search
Use this to compare rates and availability across different regions.

### yandex_search
This is the standard for SEO analysis in that region.

### youtube_search
Use this to track video performance and content trends.

### baidu_search
Get search engine results from China's leading search provider. This is useful for analyzing the Chinese market.

### bing_search
Pull organic rankings and rich snippets from Microsoft Bing. Use this to see how your brand performs on secondary engines.

### google_search
Fetch organic results and snippets from the main Google search engine. It provides the core data for most SEO audits.

### google_images_search
Extract structured data from Google image search results. This helps you see how your visual content ranks.

### google_news_search
Retrieve latest news results from Google News in JSON format. Use it to track brand mentions and current events.

## Prompt Examples

**Prompt:** 
```
Find the top 5 organic results for 'best CRM for small business' on Google and summarize the main takeaways.
```

**Response:** 
```
I've analyzed the top organic results for **'best CRM for small business'** on Google. Here is a summary of the top 5 results:

| Rank | Source | Key Takeaway |
|---|---|---|
| 1 | **HubSpot** | Highlighted for its free tier and ease of use for small teams. |
| 2 | **Zoho CRM** | Noted for deep customization and affordable pricing models. |
| 3 | **Salesforce** | Recommended for those planning to scale rapidly. |
| 4 | **Pipedrive** | Praised for its visual sales pipeline and automation. |
| 5 | **Monday.com** | Cited for its project management integrations. |

**Main Takeaway:** Most reviewers agree that **HubSpot** is the best starting point for beginners, while **Zoho** is the go-to for high customization.
```

**Prompt:** 
```
Check Google Travel for hotels in Paris for next weekend and list the top 3 cheapest options.
```

**Response:** 
```
I've checked **Google Travel** for hotel options in Paris for next weekend. Here are the three most affordable options found:

*   **Hotel Ibis Paris Centre** - $142/night (Highly rated for location)
*   **Generator Paris** - $115/night (Great for solo travelers)
*   **Hotel de la Gare** - $128/night (Good value for budget-conscious stays)

Would you like me to check for specific amenities like free breakfast or a gym?
```

**Prompt:** 
```
Search YouTube for 'React 19 tutorials' and tell me which videos have the most views.
```

**Response:** 
```
I've pulled the **YouTube** search results for **'React 19 tutorials'**. Here are the top-performing videos:

1.  **React 19 Crash Course** - 1.2M views
2.  **New Features in React 19** - 850K views
3.  **React 19: The Complete Guide** - 620K views

**Summary:** The most popular content currently focuses on the **Crash Course** format, with over 1 million views on the top result alone. Would you like the direct links to these videos?
```

## Capabilities

### Pull organic search rankings
Get the top results and snippets from Google or Bing for any keyword.

### Extract product prices
Fetch structured price data and product listings from Google Shopping.

### Fetch YouTube rankings
Retrieve video views, channel details, and rankings from YouTube search results.

### Scrape regional search results
Access localized data from Yandex and Baidu for global market research.

### Retrieve academic papers
Pull research papers and citations from Google Scholar directly into your agent.

### Get image search properties
Extract structured data from Google images for visual SEO analysis.

## Use Cases

### Global Keyword Reporting
An SEO manager needs a weekly report on 50 keywords across Google and Bing. They ask the agent to fetch rankings and summarize the top 3 results for each.

### Travel Price Comparison
A travel brand wants to see how their hotels compare. The agent uses google_travel_search to find prices for specific dates in Tokyo.

### Academic Research Synthesis
A researcher needs to find recent papers on LLMs. The agent pulls the latest results from google_scholar_search and summarizes the abstracts.

### YouTube Competitor Analysis
A YouTuber wants to see who is ranking for a specific tutorial. The agent pulls youtube_search data to identify top competitors and their view counts.

## Benefits

- Stop dealing with CAPTCHAs. This Connector handles all the proxy rotation and anti-bot measures so your agent never gets blocked while scraping Google or Bing.
- Get structured data immediately. Instead of your agent trying to parse messy HTML, you get clean JSON results from Google Shopping and YouTube.
- Expand into global markets. Easily pull data from Yandex for Russian SEO or Baidu for Chinese market research without setting up local infrastructure.
- Monitor academic and news trends. Use Google Scholar and Google News to feed your agent with the latest research and news headlines automatically.
- Automate price tracking. Pull real-time data from Google Shopping and Google Travel to keep your market research current without manual browsing.

## How It Works

The bottom line is you get structured search data from any major engine without managing proxies or scrapers.

1. Subscribe to the Oxylabs SERP MCP on Vinkius.
2. Add your Oxylabs credentials to your AI client configuration.
3. Ask your agent to fetch specific search results or rankings from any supported engine.

## Frequently Asked Questions

**Can Oxylabs SERP help me track my rankings on different search engines?**
Yes, it lets your agent pull data from Google, Bing, Yandex, and Baidu. You can see exactly where you rank for specific keywords across multiple regions.

**Does this Connector handle CAPTCHAs or proxy issues?**
Yes, that is a main benefit. It uses Oxylabs infrastructure to bypass those hurdles so your agent gets the data it needs without getting blocked.

**Can I use it to monitor competitor prices on Google Shopping?**
Absolutely. You can pull structured product data and prices, making it easy to keep an eye on your competition's pricing in real time.

**Is it possible to get search results from non-English engines like Yandex or Baidu?**
Yes, it supports those engines specifically. This is great for doing deep-dive market research in Russia or China.

**Can I get academic papers using this?**
Yes, it includes a tool for Google Scholar. Your agent can find and summarize research papers for you instantly.

**Does it work for YouTube rankings too?**
Yes, it can pull video rankings, views, and channel details. It is a great way to see who is leading the conversation on a specific topic.

**Are the exported results structured JSON or raw HTML?**
The API returns highly structured, pre-parsed JSON. For example, a Google Search request directly returns organized arrays of organic results, related queries, ads, and knowledge panels — there's no need to write code to parse the HTML DOM.

**Do I need to manage my own residential proxies?**
No. Oxylabs handles all infrastructure on the backend, automatically rotating residential proxies, fingerprinting, and bypassing CAPTCHAs. You just provide the search query.

**Can I search Google News for PR tracking?**
Yes, the google_news_search tool natively queries the News tab, returning structured articles with publishers, titles, snippets, and exact publication timestamps, making it highly effective for PR and brand tracking.