Wine-Searcher MCP Server for OpenAI Agents SDK 6 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Wine-Searcher through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Wine-Searcher Assistant",
instructions=(
"You help users interact with Wine-Searcher. "
"You have access to 6 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Wine-Searcher"
)
print(result.final_output)
asyncio.run(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 OpenAI Agents SDK auto-discovers all 6 tools from Wine-Searcher through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Wine-Searcher, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
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 OpenAI Agents 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 OpenAI Agents SDK via MCP
Follow these steps to integrate the Wine-Searcher MCP Server with OpenAI Agents SDK.
Install the SDK
Run pip install openai-agents in your Python environment
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
Run the script
Save the code above and run it: python agent.py
Explore tools
The agent will automatically discover 6 tools from Wine-Searcher
Why Use OpenAI Agents SDK with the Wine-Searcher MCP Server
OpenAI Agents SDK provides unique advantages when paired with Wine-Searcher through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Wine-Searcher + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Wine-Searcher MCP Server delivers measurable value.
Automated workflows: build agents that query Wine-Searcher, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Wine-Searcher, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Wine-Searcher tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Wine-Searcher to resolve tickets, look up records, and update statuses without human intervention
Wine-Searcher MCP Tools for OpenAI Agents SDK (6)
These 6 tools become available when you connect Wine-Searcher to OpenAI Agents 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 OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents 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 OpenAI Agents SDK
Common issues when connecting Wine-Searcher to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Wine-Searcher + OpenAI Agents SDK FAQ
Common questions about integrating Wine-Searcher MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
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.
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 Wine-Searcher to OpenAI Agents SDK
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.