Global Wine Score MCP Server for AutoGen 6 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Global Wine Score as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.
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Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="global_wine_score_agent",
tools=tools,
system_message=(
"You help users with Global Wine Score. "
"6 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
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 Global Wine Score MCP Server
Connect to Global Wine Score and access the most objective wine rating system — scores aggregated and normalized from the world's leading critics.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Global Wine Score tools. Connect 6 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
What you can do
- Wine Scores — Search any wine and get its aggregated score (0-100) with confidence index
- Latest Ratings — Browse the most recently published scores from top critics worldwide
- By Color — Filter by Red, White, Rosé, or Sparkling to find the best in each category
- By Country — Explore top-rated wines from France, Italy, USA, Spain, Australia, and more
- By Vintage — Compare vintages to identify exceptional years and investment opportunities
- Top Wines — Discover elite wines scoring 95+ from a consensus of respected critics
The Global Wine Score MCP Server exposes 6 tools through the Vinkius. Connect it to AutoGen 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 Global Wine Score to AutoGen via MCP
Follow these steps to integrate the Global Wine Score MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 6 tools from Global Wine Score automatically
Why Use AutoGen with the Global Wine Score MCP Server
AutoGen provides unique advantages when paired with Global Wine Score through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Global Wine Score tools to solve complex tasks
Role-based architecture lets you assign Global Wine Score tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Global Wine Score tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Global Wine Score tool responses in an isolated environment
Global Wine Score + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Global Wine Score MCP Server delivers measurable value.
Collaborative analysis: one agent queries Global Wine Score while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Global Wine Score, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Global Wine Score data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Global Wine Score responses in a sandboxed execution environment
Global Wine Score MCP Tools for AutoGen (6)
These 6 tools become available when you connect Global Wine Score to AutoGen via MCP:
get_latest_scores
). Each score is a confidence-weighted average out of 100, with vintage and regional context. Get latest wine scores
get_top_scores
The absolute elite — wines rated exceptional by a consensus of the world's most respected critics. For collectors and investment-grade wine discovery. Get top-rated wines
scores_by_color
Returns top-rated wines of that style, sorted by score. Perfect for "what are the best white wines right now?" Get scores by wine color
scores_by_country
Returns top-rated wines from that country. For regional exploration and comparison. Get scores by country
scores_by_vintage
Returns top-rated wines from a specific harvest. Essential for vintage comparison and investment decisions. Get scores by vintage
search_wine_scores
Returns all matching wines with their normalized score (0-100), confidence index, vintage, color, country, and regions. The primary tool for answering "what score did X get?" Search scores for a wine
Example Prompts for Global Wine Score in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Global Wine Score immediately.
"What are the highest-rated Italian wines of 2020?"
"Compare the scores for Château Margaux 2015 and 2016."
"Find the top-rated California Cabernet Sauvignon from 2018."
Troubleshooting Global Wine Score MCP Server with AutoGen
Common issues when connecting Global Wine Score to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Global Wine Score + AutoGen FAQ
Common questions about integrating Global Wine Score MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
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Connect Global Wine Score to AutoGen
Get your token, paste the configuration, and start using 6 tools in under 2 minutes. No API key management needed.