Vinkius

Scale SERP MCP. Access live web data from any prompt.

Scale SERP MCP equips your AI client with real-time access to Google Search data. It handles complex scraping tasks, allowing you to run structured queries for organic results, news articles, shopping prices, and scholarly papers effortlessly. Your agent gets live web data without needing complicated coding or worrying about anti-bot blocks.

Scale SERP MCP is compatible with Claude Claude
Scale SERP MCP is compatible with ChatGPT ChatGPT
Scale SERP MCP is compatible with Cursor Cursor
Scale SERP MCP is compatible with Gemini Gemini
Scale SERP MCP is compatible with Windsurf Windsurf
Scale SERP MCP is compatible with VS Code VS Code
Scale SERP MCP is compatible with JetBrains JetBrains
Scale SERP MCP is compatible with Vercel Vercel
See Vinkius in Action

Give Claude and any AI agent real-world access

Analyze standard web searches

Execute custom queries across Google's main search results, specifying location and keywords.

Gather local business details

Retrieve structured data, including ratings and addresses, for specific physical locations using Google Places.

Extract academic research papers

Run searches specifically targeting scholarly journals and academic publications via Google Scholar.

Track product pricing and availability

Search for products across Google Shopping to collect real-time price points from multiple sellers.

Identify content gaps and trends

Use the google_related_questions tool to pull 'People Also Ask' clusters, showing potential new topics for content.

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AI Agent
Scale SERP

What AI agents can do with Scale SERP: 10 Tools for Search Data Operations

These tools allow your AI client to perform specific, complex operations across the entire Google search spectrum, giving you structured data on demand.

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 Scale SERP MCP

Custom Search

Performs a highly tailored Google search using specific parameters.

Google Autocomplete

Retrieves suggested phrases that users commonly type into Google searches.

Google Images

Searches for and retrieves image results from across the web via Google Images.

Google News

Gathers current articles and headlines specifically from Google News.

Google Organic

Performs a standard, full-text search across the general web, allowing you to...

Google Places

Searches for physical locations and local businesses, providing contact details and ratings from Google Maps.

Google Related Questions

Pulls the 'People Also Ask' section of a search result to reveal related user questions.

Google Scholar

Executes dedicated searches for peer-reviewed academic journals and research papers.

Google Shopping

Searches product listings across Google Shopping, ideal for tracking price changes...

Google Videos

Performs a search focused exclusively on video content available through Google.

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.

Scale SERP MCP is compatible with Claude

Claude AI

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.

2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.

3

Start a conversation

Open a new chat. The Scale SERP integration is available immediately — no restart needed.

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
Start building

Make Your AI Do More

Start with Scale SERP, 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
Scale SERP MCP server cover

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Scale SERP. 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

Your data is protected. See how we built it.

Tracking market trends used to be a painful manual process.

Every time you needed to validate an idea or track a competitor, you had to open Google in a new tab. You'd manually run searches for the same query across news, shopping results, and general web pages—then copy-paste everything into a spreadsheet just to start comparing prices or finding gaps.

Now, your agent handles that entire sequence. By connecting this MCP through Vinkius, you can simply prompt it to gather data from multiple sources at once. You get organized JSON containing news articles, shopping links, and organic snippets, all ready for immediate analysis.

Scale SERP Gives You Structured Data From Google's Entire Ecosystem

You no longer have to toggle between tabs or switch your scraping scripts to get different data types. Instead of running one script for 'organic search' and another specialized one for 'local businesses,' you use the google_places tool, giving clean records directly.

The difference is control and breadth. You move from manually compiling disparate scraps of information into a single, actionable intelligence report.

What Scale SERP MCP does for your AI

This MCP connects your AI client directly to the full breadth of Google Search. You can ask your agent to pull real-time data across text results, images, videos, news feeds, and more. Forget manual searching; you just define what you need—like competitor pricing or academic citations—and your agent executes it.

This system takes care of IP rotation and CAPTCHAs, so all you do is request structured information. You can analyze local businesses using the Google Places tool, track trends with predictive auto-complete lookups, or gather scholarly articles via Google Scholar. Because Vinkius hosts this MCP in its catalog, your agent gets access to all these specialized search capabilities from one place, making it a central data hub for any complex research project.

Built · Hosted · Managed by Vinkius Scale SERP MCP - Real-time Google Search Data Access
Server ID 019d7603-da19-70f8-b997-f92806d11a6d
Vinkius Inspector
Compliance Grade A+
Score 100/100
Vinkius Inspector Badge — Score 100/100

Frequently asked questions about Scale SERP MCP

How does Scale SERP MCP handle anti-bot measures? +

This MCP manages the complicated technical issues like IP rotation and CAPTCHA solving. You just ask for the data; it handles the heavy lifting required to access Google's results.

Can Scale SERP MCP track competitor pricing? +

Yes, you use google_shopping. It searches product listings across Google Shopping, giving you structured price and availability data for competitive analysis.

Is the general organic search limited by location? +

No, the google_organic tool allows you to specify both a query and an optional geographic location, ensuring your results are hyper-localized when needed.

How can I find related questions using Scale SERP MCP? +

You use the google_related_questions tool. It pulls out the 'People Also Ask' box data from any search result, giving you immediate content ideas for gaps in your topic.

Does Scale SERP MCP work with academic research? +

Absolutely. The google_scholar tool is dedicated to searching and retrieving information specifically from peer-reviewed scholarly journals and academic papers.