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UK ONS Trade — International Trade & Business Activity MCP Server for AutoGen 3 tools — connect in under 2 minutes

Built by Vinkius GDPR 3 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add UK ONS Trade — International Trade & Business Activity as an MCP tool provider through the Vinkius and every agent in the group can access live data and take action.

Vinkius supports streamable HTTP and SSE.

python
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="uk_ons_trade_international_trade_business_activity_agent",
            tools=tools,
            system_message=(
                "You help users with UK ONS Trade — International Trade & Business Activity. "
                "3 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())
UK ONS Trade — International Trade & Business Activity
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About UK ONS Trade — International Trade & Business Activity MCP Server

UK trade and business data.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use UK ONS Trade — International Trade & Business Activity tools. Connect 3 tools through the 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

  • Trade — Imports/exports by country and commodity
  • Business Counts — Enterprises by industry and region
  • Traffic Activity — Experimental real-time indicator

The UK ONS Trade — International Trade & Business Activity MCP Server exposes 3 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 UK ONS Trade — International Trade & Business Activity to AutoGen via MCP

Follow these steps to integrate the UK ONS Trade — International Trade & Business Activity MCP Server with AutoGen.

01

Install AutoGen

Run pip install "autogen-ext[mcp]"

02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

03

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

04

Explore tools

The workbench discovers 3 tools from UK ONS Trade — International Trade & Business Activity automatically

Why Use AutoGen with the UK ONS Trade — International Trade & Business Activity MCP Server

AutoGen provides unique advantages when paired with UK ONS Trade — International Trade & Business Activity through the Model Context Protocol.

01

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use UK ONS Trade — International Trade & Business Activity tools to solve complex tasks

02

Role-based architecture lets you assign UK ONS Trade — International Trade & Business Activity tool access to specific agents — a data analyst queries while a reviewer validates

03

Human-in-the-loop support: agents can pause for human approval before executing sensitive UK ONS Trade — International Trade & Business Activity tool calls

04

Code execution sandbox: AutoGen agents can write and run code that processes UK ONS Trade — International Trade & Business Activity tool responses in an isolated environment

UK ONS Trade — International Trade & Business Activity + AutoGen Use Cases

Practical scenarios where AutoGen combined with the UK ONS Trade — International Trade & Business Activity MCP Server delivers measurable value.

01

Collaborative analysis: one agent queries UK ONS Trade — International Trade & Business Activity while another validates results and a third generates the final report

02

Automated review pipelines: a researcher agent fetches data from UK ONS Trade — International Trade & Business Activity, a critic agent evaluates quality, and a writer produces the output

03

Interactive planning: agents negotiate task allocation using UK ONS Trade — International Trade & Business Activity data to make informed decisions about resource distribution

04

Code generation with live data: an AutoGen coder agent writes scripts that process UK ONS Trade — International Trade & Business Activity responses in a sandboxed execution environment

UK ONS Trade — International Trade & Business Activity MCP Tools for AutoGen (3)

These 3 tools become available when you connect UK ONS Trade — International Trade & Business Activity to AutoGen via MCP:

01

get_business_counts

Dataset: uk-business-by-enterprises-and-local-units. Source: Inter-Departmental Business Register (IDBR). Get UK business counts by enterprises and local units, by industry and geography

02

get_trade

Dataset: trade. Monthly data on UK trade in goods: imports, exports, trade balance by partner country and commodity. Non-seasonally adjusted. Values in £ million. Get UK trade in goods data — country by commodity, imports and exports

03

get_traffic_activity

Dataset: traffic-camera-activity. Used as a real-time indicator to understand economic activity and social change. Get UK traffic camera activity — experimental economic indicator

Example Prompts for UK ONS Trade — International Trade & Business Activity in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with UK ONS Trade — International Trade & Business Activity immediately.

01

"What are UK trade figures with the EU?"

02

"What were the UK's top exports to the US last year?"

03

"How many active IT businesses are registered in London?"

Troubleshooting UK ONS Trade — International Trade & Business Activity MCP Server with AutoGen

Common issues when connecting UK ONS Trade — International Trade & Business Activity to AutoGen through the Vinkius, and how to resolve them.

01

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

UK ONS Trade — International Trade & Business Activity + AutoGen FAQ

Common questions about integrating UK ONS Trade — International Trade & Business Activity MCP Server with AutoGen.

01

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call UK ONS Trade — International Trade & Business Activity tools during their conversation turns.
02

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
03

Does AutoGen support human approval for tool calls?

Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.

Connect UK ONS Trade — International Trade & Business Activity to AutoGen

Get your token, paste the configuration, and start using 3 tools in under 2 minutes. No API key management needed.