Oxylabs MCP. Parse complex data from any search engine or website.
Oxylabs MCP connects your AI client directly to a powerful web scraping suite designed for deep data extraction. It lets you parse complex search engine results pages from Google, Amazon, Bing, and Yandex—whether you need product pricing, article headlines, or raw HTML. Use the universal scraper tool to pull structured data from any website, even those that rely on JavaScript rendering.
Give Claude and any AI agent real-world access
Parse structured search result blocks from Google (including SERPs, shopping, images, and news) or Bing for immediate market insights.
Pull detailed product information, pricing history, and seller data across major platforms like Amazon and Google Shopping.
Extract raw HTML content from any website URL, enabling JavaScript rendering for modern web pages that require client-side execution.
Gather structured ranking data from niche search engines like Yandex and Bing across different international markets.
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What AI agents can do with Oxylabs: 10 Powerful Web Scraping Tools
Use these tools to systematically extract anything from the web—product listings, search results, news articles, or arbitrary site content.
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 Oxylabs MCPScrape Universal
Extracts raw HTML from any arbitrary website, allowing you to enable JavaScript rendering if the site uses a single-page app structure.
Scrape Google Serp
Parses and structures entire Google Search Engine Results Pages, capturing all...
Scrape Google Shopping
Extracts structured product listings, including prices and merchant details from...
Scrape Google Images
Gathers specific image URLs, dimensions, and source origins by scraping the Google...
Scrape Google News
Exports time-indexed news articles from Google News blocks, including publisher...
Scrape Amazon Search
Performs structured data extraction by looping over multiple product listings found in an Amazon search result query.
Scrape Amazon Product
Deep-extracts detailed information from individual Amazon product pages, including stock states and variations.
Scrape Bing Serp
Calculates and extracts structured web mapping data from Bing Search Engine Results...
Scrape Yandex Serp
Performs structural analysis of Yandex search results, useful for market assessment...
Scrape Custom Payload
Dispatches entirely customized JSON payloads to configure advanced proxy types...
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 each call
- Real time usage dashboard and cost metering
- Publish to catalog or keep private
Make Your AI Do More
Start with Oxylabs, then connect any of our 5,200+ other servers whenever your AI needs more. One click, no limits.
- Use this MCP plus 5,200+ others, all in one place
- Add new capabilities to your AI anytime you want
- Connections are secured and governed automatically
- Track usage and costs across all your servers
- Works with Claude, ChatGPT, Cursor, and more
- New servers added to the catalog weekly
Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Oxylabs. 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 CLOUD
Cloud Hosted
Managed infra
V8 Isolated
Sandboxed per request
Zero-Trust Proxy
No stored credentials
DLP Enforced
Policy on each call
GDPR Compliant
EU data residency
Token Compression
~60% cost reduction
Tracking market data used to feel like managing dozens of browser tabs.
Today, monitoring a competitor’s pricing requires clicking through Amazon's regional domains, then manually copying ASINs. You switch to Google Shopping to check their featured deals, and finally jump over to Bing to see if they are running localized campaigns. Hours vanish into copy-pasting data into spreadsheets, dealing with varying HTML structures every single time.
With this MCP, you simply tell your agent: 'Track product X across Amazon US, Amazon DE, Google Shopping UK, and Bing.' You get a consolidated, structured output that maps all the necessary details—price, availability, seller info—in one go.
Oxylabs MCP delivers clean, actionable search results data.
The process of scraping Google SERPs used to be a nightmare of inconsistent metadata and nested HTML. You'd have to write specialized parsers for featured snippets versus organic links just to get the core ranking information.
Now, running the scrape_google_serp tool gives you structured data that clearly separates ad blocks from knowledge panels and organic results. It turns hours of manual web archaeology into a single, clean function call.
What Oxylabs MCP does for your AI
This MCP gives your AI client the power to scrape and structure data from virtually any corner of the web. Forget building custom scripts just to track competitor pricing or gather market intelligence. You can send your agent to an arbitrary URL using the universal scraper, which handles modern single-page applications that require JavaScript execution.
Need competitive SEO data? Use specialized tools like the Google Search tool to pull structured SERP blocks, capturing organic rankings, featured snippets, and ad results—all localized by country. The scope goes deep: you can scrape product listings with ASINs and pricing from Amazon or analyze e-commerce structures on Google Shopping.
Integrating this MCP through Vinkius means your AI client connects once and gets access to a massive catalog of data sources, making complex web analysis a conversation away.
019d75ed-7700-7308-8bc5-365fb0fd12f4 How to set up Oxylabs MCP
The bottom line is you talk to your AI client like you're asking a teammate for data; it does the heavy lifting of crawling and formatting the results.
Subscribe to the Oxylabs MCP on Vinkius, then input your specific Oxylabs username and API credentials.
Instruct your AI client (Claude, Cursor, etc.) to perform a data extraction task, specifying the target website or search query.
The MCP executes the necessary scraping tool, returning structured JSON data containing the requested text, images, and metadata.
Who uses Oxylabs MCP
This MCP is essential for e-commerce analysts, SEO specialists, and market researchers. If your job involves monitoring competitor pricing across multiple regions or tracking keyword changes in real-time, this tool saves you from hours of manual data collection and proxy management.
Uses the Google Search tool to track organic rankings for target keywords across various TLDs (e.g., .co.uk, .de) without needing a dedicated infrastructure team.
Runs Amazon Product and Google Shopping tools to monitor competitor pricing, stock availability, and product variations across regional domains.
Utilizes the Universal Scraper tool or custom payloads to pull raw HTML from specialized websites for content indexing or competitive analysis.
Benefits of connecting Oxylabs MCP
You get structured, actionable data instead of messy HTML dumps. Whether using the Google Search tool for SERPs or scrape_amazon_product for deep listings, the output is ready to feed directly into a database.
Manage global competition without headache. The MCP allows you to track keyword rankings across multiple regional markets using dedicated tools like scrape_google_serp and scrape_yandex_serp.
Handle modern websites easily. If a site requires JavaScript to load content, the universal scraper tool handles the headless browser rendering for you, ensuring your data isn't incomplete.
Consolidate multiple data types into one workflow. You can scrape not just products (scrape_google_shopping) but also images and news articles from the same platform in a single session.
Gain control over advanced scraping parameters. The scrape_custom_payload tool lets you fine-tune proxy locations and configurations, overcoming common rate limits or geo-blocking issues.
Oxylabs MCP use cases
Tracking competitor price changes in multiple countries
A market analyst needs to know if a major appliance brand is raising prices on Amazon Germany compared to Amazon UK. They ask their agent to run scrape_amazon_search across both regional domains, then use the individual product tool to pull specific ASIN data for comparison.
Auditing an SEO campaign's performance
An SEO team wants to verify if a new article ranks highly after three weeks. They ask their agent to run scrape_google_serp and compare the featured snippet status and surrounding SERP structure against previous weeks' data.
Building an image asset database
A content manager needs all visual assets used in top search results. They ask their agent to run scrape_google_images, collecting the necessary URLs and dimensions for a large-scale image library build.
Collecting broad market news coverage
A PR firm wants to track how often its client is mentioned in major world publications. They ask their agent to run scrape_google_news, gathering time-indexed articles and publisher details from the last quarter.
Oxylabs MCP tradeoffs
What to watch out for, and the recommended way to handle each one.
Assuming simple HTTP requests work
The user tries to write a basic scraper that hits an API endpoint for a modern website, but fails because the content is loaded dynamically by JavaScript.
Don't use generic scraping methods. Instead, invoke scrape_universal and ensure you set js_render=true so the tool simulates a full browser session and captures all client-side data.
Mixing up search engines for one task
Trying to find global product listings by just scraping Google results, which often miss specialized market information or regional variations.
Use specific tools. For a comprehensive view of e-commerce data, run scrape_google_shopping and then cross-reference with scrape_amazon_search to cover both major platforms.
Ignoring proxy limitations
The agent runs 50 requests in rapid succession from a single IP address and gets blocked by the target website’s defenses.
Use scrape_custom_payload to configure advanced proxy settings, specifying rotation types and locations for reliable, large-scale data collection.
When to use Oxylabs MCP
You should use this MCP if your workflow requires gathering structured data from multiple, complex, or guarded web sources. This is the tool for market intelligence, competitive analysis, and content aggregation where simple API calls won't work.
Don't use this if you only need to read a single, predictable internal database (use a dedicated database connector) or if you are scraping data from a source that already provides a clean JSON API. If the goal is simply reading static text from one known URL and no structured extraction is needed, a basic HTTP request tool might suffice. However, for anything involving search results, e-commerce sites, or JavaScript rendering, this MCP is required.
Frequently asked questions about Oxylabs MCP
How does Oxylabs MCP handle modern websites with JavaScript? +
The universal scraper tool handles this by simulating client-side execution. This means if the website loads content only after running code (a single-page application), the tool renders that code and captures the final HTML.
Can Oxylabs MCP scrape international search engines? +
Yes, it supports multiple regions. You can use tools like scrape_yandex_serp to analyze rankings specifically for the CIS/RU market, complementing Google's global data.
Does Oxylabs MCP only work on product pages? +
No. While it excels at e-commerce (scrape_amazon_product), you can also use scrape_google_news for time-indexed articles or scrape_google_images for visual assets.
What is the difference between scrape_google_serp and scrape_universal? +
The Google Search tool provides structured, pre-parsed data specifically for SERP components (ads, snippets). The universal scraper gives you raw HTML from any arbitrary URL, requiring more post-processing.
Can Oxylabs MCP help with proxy management? +
Yes. You can use the scrape_custom_payload tool to send custom JSON payloads that configure advanced proxy types and location settings for large-scale operations.