Scale SERP MCP Server for Vercel AI SDK 10 tools — connect in under 2 minutes
The Vercel AI SDK is the TypeScript toolkit for building AI-powered applications. Connect Scale SERP through Vinkius and every tool is available as a typed function. ready for React Server Components, API routes, or any Node.js backend.
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Vinkius supports streamable HTTP and SSE.
import { createMCPClient } from "@ai-sdk/mcp";
import { generateText } from "ai";
import { openai } from "@ai-sdk/openai";
async function main() {
const mcpClient = await createMCPClient({
transport: {
type: "http",
// Your Vinkius token. get it at cloud.vinkius.com
url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
},
});
try {
const tools = await mcpClient.tools();
const { text } = await generateText({
model: openai("gpt-4o"),
tools,
prompt: "Using Scale SERP, list all available capabilities.",
});
console.log(text);
} finally {
await mcpClient.close();
}
}
main();
* 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.
The Vercel AI SDK gives every Scale SERP tool full TypeScript type inference, IDE autocomplete, and compile-time error checking. Connect 10 tools through Vinkius and stream results progressively to React, Svelte, or Vue components. works on Edge Functions, Cloudflare Workers, and any Node.js runtime.
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 Vercel AI SDK 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 Vercel AI SDK via MCP
Follow these steps to integrate the Scale SERP MCP Server with Vercel AI SDK.
Install dependencies
Run npm install @ai-sdk/mcp ai @ai-sdk/openai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the script
Save to agent.ts and run with npx tsx agent.ts
Explore tools
The SDK discovers 10 tools from Scale SERP and passes them to the LLM
Why Use Vercel AI SDK with the Scale SERP MCP Server
Vercel AI SDK provides unique advantages when paired with Scale SERP through the Model Context Protocol.
TypeScript-first: every MCP tool gets full type inference, IDE autocomplete, and compile-time error checking out of the box
Framework-agnostic core works with Next.js, Nuxt, SvelteKit, or any Node.js runtime. same Scale SERP integration everywhere
Built-in streaming UI primitives let you display Scale SERP tool results progressively in React, Svelte, or Vue components
Edge-compatible: the AI SDK runs on Vercel Edge Functions, Cloudflare Workers, and other edge runtimes for minimal latency
Scale SERP + Vercel AI SDK Use Cases
Practical scenarios where Vercel AI SDK combined with the Scale SERP MCP Server delivers measurable value.
AI-powered web apps: build dashboards that query Scale SERP in real-time and stream results to the UI with zero loading states
API backends: create serverless endpoints that orchestrate Scale SERP tools and return structured JSON responses to any frontend
Chatbots with tool use: embed Scale SERP capabilities into conversational interfaces with streaming responses and tool call visibility
Internal tools: build admin panels where team members interact with Scale SERP through natural language queries
Scale SERP MCP Tools for Vercel AI SDK (10)
These 10 tools become available when you connect Scale SERP to Vercel AI SDK 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 Vercel AI SDK
Ready-to-use prompts you can give your Vercel AI SDK 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 Vercel AI SDK
Common issues when connecting Scale SERP to Vercel AI SDK through the Vinkius, and how to resolve them.
createMCPClient is not a function
npm install @ai-sdk/mcpScale SERP + Vercel AI SDK FAQ
Common questions about integrating Scale SERP MCP Server with Vercel AI SDK.
How does the Vercel AI SDK connect to MCP servers?
createMCPClient from @ai-sdk/mcp and pass the server URL. The SDK discovers all tools and provides typed TypeScript interfaces for each one.Can I use MCP tools in Edge Functions?
Does it support streaming tool results?
useChat and streamText that handle tool calls and display results progressively in the UI.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.
AI-first code editor with integrated LLM-powered coding assistance.
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 Vercel AI SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.