How to Use the UK ONS Full — Complete Statistical Intelligence MCP in Vercel AI SDK

Q: How do I check for available filters when using UK ONS Full — Complete Statistical Intelligence and Vercel AI SDK?

You first call getdimensions to see all the possible dimensions and filter options for any given dataset. This is essential because you need those specific parameters before running a query.

Q: Can I get trade data for my dashboard using UK ONS Full — Complete Statistical Intelligence and Vercel AI SDK?

Yep. Use the gettrade tool to pull monthly UK goods trade data. You can filter by commodity, partner country, or whether it's an import or export.

Q: Does this MCP Server support querying all ONS datasets? (Vercel AI SDK)

Yes. The listdatasets tool lets you browse the entire catalog of 337+ datasets, giving you a central place to start your data investigation.

Q: How do I find the ID for a specific dataset before querying it? (UK ONS Full — Complete Statistical Intelligence and Vercel AI SDK)

Use searchdatasets with keywords. This returns matching IDs, titles, and descriptions, making sure you pass the correct identifier to your query function.

Display live data streams for your frontends using the UK ONS Full — Complete Statistical Intelligence MCP Server.

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Connect UK ONS Full — Complete Statistical Intelligence MCP to Vercel AI SDK

Create your Vinkius account to connect UK ONS Full — Complete Statistical Intelligence to Vercel AI SDK and route execution through our secure gateway. The platform manages server hosting, runtime updates, and security layers. Configuration requires no manual server provisioning.

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Setup UK ONS Full — Complete Statistical Intelligence with Vercel AI SDK

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View Real-Time Consumer Spending Data

The `get_spending_cards` tool pulls weekly debit and credit card spending. This gives your user interface near real-time insight into consumer patterns, which you can stream directly to the client. It's perfect for building dashboards that need to show immediate shifts in spending behavior across Great Britain.

Pull Full Economic Time Series

Need historical data? Use `get_gdp` to get UK GDP figures, both quarterly and annual. The tool supports setting time=* for the full time series. This lets you build interactive charts in your app that show economic trends over decades without needing multiple API calls.

Get Localized Well-being Estimates

The `get_wellbeing_local` function retrieves well-being estimates by specific UK local authority. This allows you to map satisfaction and anxiety scores directly onto a geographic visualization. It's much more granular than national statistics, letting your users see regional differences in life quality.

Setup guide

Set up UK ONS Full — Complete Statistical Intelligence MCP in Vercel AI SDK

Prerequisites

Node.js 18+ and a TypeScript project
ai + @modelcontextprotocol/sdk packages
Active Vinkius subscription with a valid endpoint token

1

Install dependencies

Run npm install ai @modelcontextprotocol/sdk plus your preferred model provider (e.g. @ai-sdk/openai).
2

Create the Streamable HTTP transport

Use StreamableHTTPClientTransport with your Vinkius endpoint URL. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Discover and use tools

Call mcpClient.tools() to auto-discover all UK ONS Full — Complete Statistical Intelligence tools. Pass them directly to generateText() or streamText() — no manual schema definitions needed.
4

Works with any model provider

Swap openai("gpt-4o") for any AI SDK provider — Anthropic, Google, Mistral. The MCP tools work identically across all supported models.

index.ts

import { experimental_createMCPClient as createMCPClient } from "ai";
import { StreamableHTTPClientTransport } from "@modelcontextprotocol/sdk/client/streamableHttp";
import { generateText } from "ai";
import { openai } from "@ai-sdk/openai";

const transport = new StreamableHTTPClientTransport(
  new URL("https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
);

const mcpClient = await createMCPClient({ transport });
const tools = await mcpClient.tools();

const { text } = await generateText({
  model: openai("gpt-4o"),
  tools,
  prompt: "List recent UK ONS Full — Complete Statistical Intelligence transactions",
});

console.log(text);
await mcpClient.close();

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 UK ONS. 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 UK ONS Full — Complete Statistical Intelligence MCP in Vercel AI SDK

You first call `get_dimensions` to see all the possible dimensions and filter options for any given dataset. This is essential because you need those specific parameters before running a query.

This server touches various economic, population, and health datasets. Specifically, it handles general aggregate statistics like CPIH and regional GDP figures.

Yep. Use the `get_trade` tool to pull monthly UK goods trade data. You can filter by commodity, partner country, or whether it's an import or export.

Yes. The `list_datasets` tool lets you browse the entire catalog of 337+ datasets, giving you a central place to start your data investigation.

Use `search_datasets` with keywords. This returns matching IDs, titles, and descriptions, making sure you pass the correct identifier to your query function.

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