UK ONS Trade — International Trade & Business Activity MCP Server for OpenAI Agents SDK 3 tools — connect in under 2 minutes
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect UK ONS Trade — International Trade & Business Activity through the 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="UK ONS Trade — International Trade & Business Activity Assistant",
instructions=(
"You help users interact with UK ONS Trade — International Trade & Business Activity. "
"You have access to 3 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from UK ONS Trade — International Trade & Business Activity"
)
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 UK ONS Trade — International Trade & Business Activity MCP Server
UK trade and business data.
The OpenAI Agents SDK auto-discovers all 3 tools from UK ONS Trade — International Trade & Business Activity through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries UK ONS Trade — International Trade & Business Activity, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.
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 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 UK ONS Trade — International Trade & Business Activity to OpenAI Agents SDK via MCP
Follow these steps to integrate the UK ONS Trade — International Trade & Business Activity 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 3 tools from UK ONS Trade — International Trade & Business Activity
Why Use OpenAI Agents SDK with the UK ONS Trade — International Trade & Business Activity MCP Server
OpenAI Agents SDK provides unique advantages when paired with UK ONS Trade — International Trade & Business Activity 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
UK ONS Trade — International Trade & Business Activity + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the UK ONS Trade — International Trade & Business Activity MCP Server delivers measurable value.
Automated workflows: build agents that query UK ONS Trade — International Trade & Business Activity, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents — one queries UK ONS Trade — International Trade & Business Activity, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through UK ONS Trade — International Trade & Business Activity tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query UK ONS Trade — International Trade & Business Activity to resolve tickets, look up records, and update statuses without human intervention
UK ONS Trade — International Trade & Business Activity MCP Tools for OpenAI Agents SDK (3)
These 3 tools become available when you connect UK ONS Trade — International Trade & Business Activity to OpenAI Agents SDK via MCP:
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
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
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 OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with UK ONS Trade — International Trade & Business Activity immediately.
"What are UK trade figures with the EU?"
"What were the UK's top exports to the US last year?"
"How many active IT businesses are registered in London?"
Troubleshooting UK ONS Trade — International Trade & Business Activity MCP Server with OpenAI Agents SDK
Common issues when connecting UK ONS Trade — International Trade & Business Activity to OpenAI Agents SDK through the Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
UK ONS Trade — International Trade & Business Activity + OpenAI Agents SDK FAQ
Common questions about integrating UK ONS Trade — International Trade & Business Activity 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 UK ONS Trade — International Trade & Business Activity with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
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Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
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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 UK ONS Trade — International Trade & Business Activity to OpenAI Agents SDK
Get your token, paste the configuration, and start using 3 tools in under 2 minutes. No API key management needed.