How to Use the IBESTAT (Estadística Illes Balears) MCP in AutoGen

Q: Can multiple AutoGen agents use IBESTAT (Estadística Illes Balears) tools simultaneously?

Yes, multiple agents in your group chat can call getdata or listresources as needed. The McpToolAdapter handles the schema conversion automatically so all agents can access the statistical endpoints.

Deploy collaborative AutoGen agents to analyze official Balearic statistics.

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Connect IBESTAT (Estadística Illes Balears) MCP to AutoGen

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Setup IBESTAT (Estadística Illes Balears) with AutoGen

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Debate Balearic datasets with AutoGen agents

The `get_data` tool retrieves raw statistical tables so your agents can analyze regional trends collaboratively. One agent can request the data while another validates the mathematical consistency of the results. AutoGen manages this multi-agent conversation, allowing the system to reach a consensus before outputting a final report. This reduces errors when processing complex regional economics or demographic data.

Map regional operations via multi-agent consensus

The `list_operations` tool retrieves the complete catalog of active statistical projects maintained by the Balearic government. Agents use this list to coordinate which datasets need to be queried next. Instead of a single script making linear decisions, your agents discuss which operations are relevant to your query. The coordinator agent delegates specific ID lookups to specialized worker agents, keeping the process organized.

Verify data structures using a dedicated MCP Server

The `get_metadata` tool provides structural schemas and classification details for any active statistical table. A dedicated auditor agent can use this tool to verify that other agents are interpreting the data correctly. This setup prevents agents from making false assumptions about units or regional boundaries. The auditor agent checks the metadata rules and flags any discrepancies during the group discussion, ensuring high-quality analytical output.

Setup guide

Set up IBESTAT (Estadística Illes Balears) MCP in AutoGen

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] package
Active Vinkius subscription with a valid endpoint token

1

Install AutoGen with MCP
Run pip install "autogen-ext[mcp]" autogen-agentchat. The MCP extension includes mcp_server_tools for stateless tool access.
2

Fetch tools from the MCP
Call mcp_server_tools(SseServerParams(url=...)) with your Vinkius endpoint. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Run your agent
Pass the tools to AssistantAgent and call agent.run(). The agent invokes IBESTAT (Estadística Illes Balears) tools and returns structured results.

agent.py

from autogen_ext.tools.mcp import SseServerParams, mcp_server_tools
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

tools = await mcp_server_tools(server_params)

agent = AssistantAgent(
    name="IBESTAT (Estadística Illes Balears)_assistant",
    model_client=OpenAIChatCompletionClient(model="gpt-4o"),
    tools=tools,
)

result = await agent.run("List recent IBESTAT (Estadística Illes Balears) data")
print(result.messages[-1].content)

Get your connection token →

Prerequisites

Python 3.10+ installed
autogen-ext[mcp] + autogen-agentchat
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Same packages as above. McpWorkbench is ideal when your agent needs stateful sessions across multiple tool calls.
2

Use McpWorkbench as context manager
Wrap your agent in async with McpWorkbench(...) to maintain shared state and resources. The workbench manages the full MCP session lifecycle.
3

Run with workbench
Pass workbench=workbench to your agent. State is preserved across multiple tool calls within the same session.

agent.py

from autogen_ext.tools.mcp import McpWorkbench, SseServerParams
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.models.openai import OpenAIChatCompletionClient

server_params = SseServerParams(
    url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
)

async with McpWorkbench(server_params) as workbench:
    agent = AssistantAgent(
        name="IBESTAT (Estadística Illes Balears)_assistant",
        model_client=OpenAIChatCompletionClient(model="gpt-4o"),
        workbench=workbench,
    )

    result = await agent.run("List recent IBESTAT (Estadística Illes Balears) data")
    print(result.messages[-1].content)

Get your connection token →

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by IBESTAT. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about IBESTAT (Estadística Illes Balears) MCP in AutoGen

You import the mcp extension and use the StreamableHttpServerParams to connect to the server URL. Pass the generated tools list directly to your AssistantAgent constructor to make them available.

Yes, multiple agents in your group chat can call `get_data` or `list_resources` as needed. The McpToolAdapter handles the schema conversion automatically so all agents can access the statistical endpoints.

If a tool call fails, the executing agent receives the raw error message. In a multi-agent setup, the agent can share this error with the group, allowing another agent to correct the parameters and try the query again.

Yes, the AutoGen MCP extension supports both stdio and Streamable HTTP transports. You can configure the connection parameters based on how you deploy your multi-agent system.

Your queries touch only public statistical tables and regional metadata. The connection uses a single-token MCP authentication layer managed by Vinkius, ensuring your credentials are never exposed to the agents or the target API.

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