Wine-Searcher MCP Server for Vercel AI SDK 6 tools — connect in under 2 minutes
The Vercel AI SDK is the TypeScript toolkit for building AI-powered applications. Connect Wine-Searcher 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 Wine-Searcher, 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 Wine-Searcher MCP Server
Connect to Wine-Searcher — the world's largest wine price comparison engine — and access real-time market intelligence for any wine.
The Vercel AI SDK gives every Wine-Searcher tool full TypeScript type inference, IDE autocomplete, and compile-time error checking. Connect 6 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
- Wine Check — Look up any wine: critic scores, grape varieties, region, alcohol content, and global average/min/max pricing
- Market Price — Compare real-time pricing from 100,000+ merchants: shop names, locations, and direct purchase URLs
- Search Wines — Full-text search across the entire Wine-Searcher database for discovery and exploration
- Grape Info — Detailed grape variety profiles: origins, growing regions, wine styles, and food pairings
- Region Info — Wine region deep-dives: climate, soil, appellations, and notable producers
- Producer Info — Winery profiles: key wines, price ranges, scores, and available vintages
The Wine-Searcher MCP Server exposes 6 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 Wine-Searcher to Vercel AI SDK via MCP
Follow these steps to integrate the Wine-Searcher 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 6 tools from Wine-Searcher and passes them to the LLM
Why Use Vercel AI SDK with the Wine-Searcher MCP Server
Vercel AI SDK provides unique advantages when paired with Wine-Searcher 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 Wine-Searcher integration everywhere
Built-in streaming UI primitives let you display Wine-Searcher 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
Wine-Searcher + Vercel AI SDK Use Cases
Practical scenarios where Vercel AI SDK combined with the Wine-Searcher MCP Server delivers measurable value.
AI-powered web apps: build dashboards that query Wine-Searcher in real-time and stream results to the UI with zero loading states
API backends: create serverless endpoints that orchestrate Wine-Searcher tools and return structured JSON responses to any frontend
Chatbots with tool use: embed Wine-Searcher capabilities into conversational interfaces with streaming responses and tool call visibility
Internal tools: build admin panels where team members interact with Wine-Searcher through natural language queries
Wine-Searcher MCP Tools for Vercel AI SDK (6)
These 6 tools become available when you connect Wine-Searcher to Vercel AI SDK via MCP:
grape_info
Perfect for sommelier education and pairing recommendations. Get grape variety info
market_price
Use for price comparison, market analysis, or finding the best deal on a specific wine. Get global market pricing
producer_info
Use for winery research and brand comparison. Get producer/winery info
region_info
Essential for terroir education and regional exploration. Get wine region info
search_wines
Returns matching wines with pricing, scores, and merchant availability. Use for discovery and exploration. Search the wine database
wine_check
), grape varieties, region, appellation, alcohol content, average/min/max pricing across global merchants. The primary lookup tool for any wine question. Check wine details and scores
Example Prompts for Wine-Searcher in Vercel AI SDK
Ready-to-use prompts you can give your Vercel AI SDK agent to start working with Wine-Searcher immediately.
"What's the average price for Opus One 2021?"
"Find merchants near London selling Dom Pérignon 2012."
"What can you tell me about the Pomerol wine region?"
Troubleshooting Wine-Searcher MCP Server with Vercel AI SDK
Common issues when connecting Wine-Searcher to Vercel AI SDK through the Vinkius, and how to resolve them.
createMCPClient is not a function
npm install @ai-sdk/mcpWine-Searcher + Vercel AI SDK FAQ
Common questions about integrating Wine-Searcher 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 Wine-Searcher 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.
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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 Wine-Searcher to Vercel AI SDK
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.