4,000+ servers built on MCP Fusion
Vinkius
WindsurfIDE
Why use Scale SERP MCP Server with Windsurf?

Bring Search Api
to Windsurf

Create your Vinkius account to connect Scale SERP to Windsurf and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.

MCP Inspector GDPR Free for Subscribers
Custom SearchGoogle AutocompleteGoogle ImagesGoogle NewsGoogle OrganicGoogle PlacesGoogle Related QuestionsGoogle ScholarGoogle ShoppingGoogle Videos
ChatGPT Claude Perplexity

Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
CursorCursor
GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
Scale SERP

What is the Scale SERP MCP Server?

Connect Scale SERP to any AI agent to unlock the full power of real-time Google search data. Enable your AI to browse the web intelligently without worrying about anti-bot measures or complex scraping logic.

What you can do

  • Comprehensive Web Search — Execute real-time Google queries across text, images, videos, and news localized to specific geographic regions
  • E-commerce & Local — Scrape Google Shopping results for pricing data or Google Places for local business intelligence
  • Research & SEO — Run predictive auto-complete lookups, extract "People Also Ask" related questions, and pull scholarly articles via Google Scholar
  • Advanced Customization — Pass raw JSON options to emulate exact languages, devices, or custom search parameters directly from your agent

How it works

  1. Subscribe to this server
  2. Enter your Scale SERP API Key
  3. Instantly browse Google search results programmatically from Claude, Cursor, or your preferred MCP client

Scale SERP handles the IP rotation and CAPTCHAs, allowing your agent to simply request structured data effortlessly.

Who is this for?

  • SEO Specialists & Marketers — track ranking positions, analyze competitors' "People Also Ask" clusters, and explore autocomplete trends
  • Researchers — command your AI to gather Google Scholar citations and synthesize multiple papers automatically
  • Web Scrapers & Analysts — track Google Shopping price changes across a massive array of queries without server maintenance

Built-in capabilities (10)

custom_search

Performs a highly customized Google search

google_autocomplete

Retrieves Google search autocomplete suggestions

google_images

Searches for images on Google

google_news

Searches for news articles on Google News

google_organic

You can specify a query and an optional geographic location. Performs a standard Google organic search

google_places

Searches for places and local businesses on Google Maps

google_related_questions

Retrieves "People Also Ask" questions from Google

google_scholar

Searches for scholarly articles and research papers

google_shopping

Searches for products on Google Shopping

google_videos

Searches for videos on Google

Why Windsurf?

Windsurf's Cascade agent chains multiple Scale SERP tool calls autonomously. query data, analyze results, and generate code in a single agentic session. Paste Vinkius Edge URL, reload, and all 10 tools are immediately available. Real-time tool feedback appears inline, so you see API responses directly in your editor.

  • Windsurf's Cascade agent autonomously chains multiple tool calls in sequence, solving complex multi-step tasks without manual intervention

  • Purpose-built for agentic workflows. Cascade understands context across your entire codebase and integrates MCP tools natively

  • JSON-based configuration means zero code changes: paste a URL, reload, and all 10 tools are immediately available

  • Real-time tool feedback is displayed inline, so you see API responses directly in your editor without switching contexts

See it in action

Scale SERP in Windsurf

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Enterprise Security

Why run Scale SERP with Vinkius?

The Scale SERP connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.

You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

Scale SERP
Fully ManagedNo server setup
Plug & PlayNo coding needed
SecurePrivacy protected
PrivateYour data is safe
Cost ControlBudget limits
Control1-click disconnect
Auto-UpdatesMaintenance free
High SpeedOptimized for AI
Reliable99.9% uptime
Your credentials and connection tokens are fully encrypted

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure

01 / Catalog

Over 4,000 integrations ready for AI agents

Explore a vast library of pre-built integrations, optimized and ready to deploy.

02 / Credentials

Connect securely in under 30 seconds

Generate tokens to authenticate and link external services in a single step.

03 / Guardian

Complete visibility into every agent action

Audit live requests, latency, success rates, and active security compliance policies.

04 / FinOps

Optimize spending and track token ROI

Analyze real-time token consumption and cost metrics detailed by connection.

Over 4,000 integrations ready for AI agents
Connect securely in under 30 seconds
Complete visibility into every agent action
Optimize spending and track token ROI

Explore our live AI Agents Analytics dashboard to see it all working

This dashboard is included when you connect Scale SERP using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.

Why Vinkius

Scale SERP and 4,000+ other AI tools. No hosting, no code, ready to use.

Professionals who connect Scale SERP to Windsurf through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.

4,000+MCP Integrations
<40msResponse time
100%Fully managed
Raw MCP
Vinkius
Ready-to-use MCPsFind and configure each manually4,000+ MCPs ready to use
Connection SetupManual coding & server setup1-click instant connection
Server HostingYou host it yourself (needs 24/7 uptime)100% hosted & managed by Vinkius
Security & PrivacyStored in plaintext config filesBank-grade encrypted vault
Activity VisibilityBlind execution (no logs or tracking)Live dashboard with real-time logs
Cost ControlRunaway AI token spend riskAutomatic budget limits
Revoking AccessMust delete files or code to stop1-click disconnect button
The Vinkius Advantage

How Vinkius secures Scale SERP for Windsurf

Every request between Windsurf and Scale SERP is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

Can the AI generate content ideas by analyzing Google 'Related Questions'?

Yes. This is a very common SEO workflow. You can prompt the agent: 'Find the related questions for "how to bake sourdough" and write a blog outline covering them'. The agent uses google_related_questions to pull the PAA (People Also Ask) boxes directly from Google and drafts your content.

02

Is it possible to track market prices in Google Shopping?

Absolutely. You can run the google_shopping tool with a product query like 'iPhone 15 Pro 256GB'. Scale SERP will return the top structured shopping results, allowing the AI to summarize the lowest, highest, and median prices for you instantly.

03

How does the agent do location-aware searches?

When using google_organic or custom_search, you can specify a location (e.g., 'London, UK' or a specific GL country code). Scale SERP ensures the query is routed exactly as if you were physically browsing from that region, avoiding default IP bias.

04

How does Windsurf discover MCP tools?

Windsurf reads the mcp_config.json file on startup and connects to each configured server via Streamable HTTP. Tools are listed in the MCP panel and available to Cascade automatically.

05

Can Cascade chain multiple MCP tool calls?

Yes. Cascade is an agentic system. it can plan and execute multi-step workflows, calling several tools in sequence to accomplish complex tasks without manual prompting between steps.

06

Does Windsurf support multiple MCP servers?

Yes. Add as many servers as needed in mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.

07

Server not connecting

Check Settings → MCP for the server status. Try toggling it off and on.

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