Scale SERP MCP Server for Windsurf 10 tools — connect in under 2 minutes
Windsurf brings agentic AI coding to a purpose-built IDE. Connect Scale SERP through Vinkius and Cascade will auto-discover every tool. ask questions, generate code, and act on live data without leaving your editor.
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Vinkius supports streamable HTTP and SSE.
Vinkius Desktop App
The modern way to manage MCP Servers — no config files, no terminal commands. Install Scale SERP and 2,500+ MCP Servers from a single visual interface.
{
"mcpServers": {
"scale-serp": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure
About 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.
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.
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
The Scale SERP MCP Server exposes 10 tools through the Vinkius. Connect it to Windsurf in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Scale SERP to Windsurf via MCP
Follow these steps to integrate the Scale SERP MCP Server with Windsurf.
Open MCP Settings
Go to Settings → MCP Configuration or press Cmd+Shift+P and search "MCP"
Add the server
Paste the JSON configuration above into mcp_config.json
Save and reload
Windsurf will detect the new server automatically
Start using Scale SERP
Open Cascade and ask: "Using Scale SERP, help me...". 10 tools available
Why Use Windsurf with the Scale SERP MCP Server
Windsurf provides unique advantages when paired with Scale SERP through the Model Context Protocol.
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
Scale SERP + Windsurf Use Cases
Practical scenarios where Windsurf combined with the Scale SERP MCP Server delivers measurable value.
Automated code generation: ask Cascade to fetch data from Scale SERP and generate models, types, or handlers based on real API responses
Live debugging: query Scale SERP tools mid-session to inspect production data while debugging without leaving the editor
Documentation generation: pull schema information from Scale SERP and have Cascade generate comprehensive API docs automatically
Rapid prototyping: combine Scale SERP data with Cascade's code generation to scaffold entire features in minutes
Scale SERP MCP Tools for Windsurf (10)
These 10 tools become available when you connect Scale SERP to Windsurf via MCP:
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
Example Prompts for Scale SERP in Windsurf
Ready-to-use prompts you can give your Windsurf agent to start working with Scale SERP immediately.
"Run a Google Scholar search for 'machine learning in agriculture' and summarize the top 3 papers."
"Find restaurants near Times Square via Google Places."
"Search Google for 'best CRM tools'."
Troubleshooting Scale SERP MCP Server with Windsurf
Common issues when connecting Scale SERP to Windsurf through the Vinkius, and how to resolve them.
Server not connecting
Scale SERP + Windsurf FAQ
Common questions about integrating Scale SERP MCP Server with Windsurf.
How does Windsurf discover MCP tools?
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.Can Cascade chain multiple MCP tool calls?
Does Windsurf support multiple MCP servers?
mcp_config.json. Each server's tools appear in the MCP panel and Cascade can use tools from different servers in a single flow.Connect Scale SERP with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
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GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Scale SERP to Windsurf
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.