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Why use UK ONS Full — Complete Statistical Intelligence MCP Server with LlamaIndex?

Bring Statistics
to LlamaIndex

Create your Vinkius account to connect UK ONS Full — Complete Statistical Intelligence to LlamaIndex and start using all 20 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.

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Get Business CountsGet CpihGet Dataset InfoGet Dimension OptionsGet DimensionsGet Economy DatasetGet GdpGet ObservationsGet Population ProjectionsGet Retail SalesGet Spending CardsGet SuicidesGet Tax BenefitsGet TradeGet Traffic ActivityGet Weekly DeathsGet WellbeingGet Wellbeing LocalList DatasetsSearch Datasets
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UK ONS Full — Complete Statistical Intelligence

What is the UK ONS Full — Complete Statistical Intelligence MCP Server?

The ultimate UK ONS Mega-Server — 20 tools across 4 domains.

20 Tools

  • 💰 Economy (6) — GDP, CPIH, retail sales, card spending, tax
  • 👥 Population (5) — Deaths, well-being, suicides, projections
  • 🚢 Trade (3) — Goods trade, business counts, traffic
  • 🔍 Discovery (6) — Search, browse, metadata, query

No API Key Required

Built-in capabilities (20)

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_cpih

Dataset: cpih01. The headline UK inflation measure used by the ONS. Filter by aggregate (cpih1dim1A0 = all items) and geography (K02000001 = UK). Get UK inflation (CPIH) — the official consumer prices index including housing costs

get_dataset_info

Get metadata for an ONS dataset: dimensions, editions, versions

get_dimension_options

g., all geography codes, all time periods, all aggregate categories). Use this to find the correct filter values for observations. Get all option values for a specific dimension in an ONS dataset

get_dimensions

Each dimension has options you can use to filter observations. Essential for understanding what query parameters to use. Get available dimensions and filter options for an ONS dataset

get_economy_dataset

Common IDs: regional-gdp-by-quarter, cpih01, retail-sales-index, uk-spending-on-cards. Use get_dimensions to discover available filters. Query any ONS economy dataset by ID with flexible filters

get_gdp

Main datasets: regional-gdp-by-quarter (quarterly), regional-gdp-by-year (annual). Covers England, Wales, and 9 English regions. Use time=* for the full time series. Get UK GDP data — quarterly and annual, by region and sector

get_observations

Provide dataset ID and dimension filters. Use search_datasets to find IDs and get_dimensions to discover available filters. Set time=* for full time series. Query any ONS dataset by ID with flexible dimension filters

get_population_projections

Dataset: projections-older-people-sex-ratios. Get UK population projections for older people, sex ratios by local authority

get_retail_sales

Dataset: retail-sales-index. Monthly data showing value and volume of retail sales in Great Britain. Base year 2019=100. Seasonally and non-seasonally adjusted. Get UK retail sales index — value and volume of consumer spending

get_spending_cards

Dataset: uk-spending-on-cards. Weekly data providing near real-time insight into consumer spending patterns. Get UK debit and credit card spending — experimental real-time indicator

get_suicides

Dataset: suicides-in-the-uk. National statistics. If you are struggling, call Samaritans free: 116 123. Get suicide registrations by local authority in England and Wales

get_tax_benefits

Dataset: tax-benefits-statistics. Shows redistribution effects of direct and indirect taxation and benefits in cash or kind. Get the effects of taxes and benefits on UK household income

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

get_weekly_deaths

Datasets: weekly-deaths-age-sex (by age and sex), weekly-deaths-region (by region). National statistics updated weekly. Get weekly death registrations in England and Wales — by age, sex, and region

get_wellbeing

Dataset: wellbeing-quarterly. Higher scores (0-10) indicate better well-being (except anxiety, where lower is better). Get UK personal well-being estimates — life satisfaction, happiness, anxiety

get_wellbeing_local

Dataset: wellbeing-local-authority. Covers life satisfaction, worthwhileness, happiness, and anxiety by region. Get well-being estimates by UK local authority

list_datasets

The catalog contains 337+ datasets covering economy, population, health, trade, business, and more. Browse the complete ONS dataset catalog with pagination

search_datasets

Returns matching dataset IDs, titles, and descriptions. Use this to find the right dataset before querying data. Search ONS datasets by keyword — explore 337+ available datasets

Why LlamaIndex?

LlamaIndex agents combine UK ONS Full — Complete Statistical Intelligence tool responses with indexed documents for comprehensive, grounded answers. Connect 20 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.

  • Data-first architecture: LlamaIndex agents combine UK ONS Full — Complete Statistical Intelligence tool responses with indexed documents for comprehensive, grounded answers

  • Query pipeline framework lets you chain UK ONS Full — Complete Statistical Intelligence tool calls with transformations, filters, and re-rankers in a typed pipeline

  • Multi-source reasoning: agents can query UK ONS Full — Complete Statistical Intelligence, a vector store, and a SQL database in a single turn and synthesize results

  • Observability integrations show exactly what UK ONS Full — Complete Statistical Intelligence tools were called, what data was returned, and how it influenced the final answer

L
See it in action

UK ONS Full — Complete Statistical Intelligence in LlamaIndex

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Enterprise Security

Why run UK ONS Full — Complete Statistical Intelligence with Vinkius?

The UK ONS Full — Complete Statistical Intelligence connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 20 tools are ready to work instantly without any complex setup.

You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

UK ONS Full — Complete Statistical Intelligence
Fully ManagedNo server setup
Plug & PlayNo coding needed
SecurePrivacy protected
PrivateYour data is safe
Cost ControlBudget limits
Control1-click disconnect
Auto-UpdatesMaintenance free
High SpeedOptimized for AI
Reliable99.9% uptime
Your credentials and connection tokens are fully encrypted

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure

01 / Catalog

Over 4,000 integrations ready for AI agents

Explore a vast library of pre-built integrations, optimized and ready to deploy.

02 / Credentials

Connect securely in under 30 seconds

Generate tokens to authenticate and link external services in a single step.

03 / Guardian

Complete visibility into every agent action

Audit live requests, latency, success rates, and active security compliance policies.

04 / FinOps

Optimize spending and track token ROI

Analyze real-time token consumption and cost metrics detailed by connection.

Over 4,000 integrations ready for AI agents
Connect securely in under 30 seconds
Complete visibility into every agent action
Optimize spending and track token ROI

Explore our live AI Agents Analytics dashboard to see it all working

This dashboard is included when you connect UK ONS Full — Complete Statistical Intelligence using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.

Why Vinkius

UK ONS Full — Complete Statistical Intelligence and 4,000+ other AI tools. No hosting, no code, ready to use.

Professionals who connect UK ONS Full — Complete Statistical Intelligence to LlamaIndex through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.

4,000+MCP Integrations
<40msResponse time
100%Fully managed
Raw MCP
Vinkius
Ready-to-use MCPsFind and configure each manually4,000+ MCPs ready to use
Connection SetupManual coding & server setup1-click instant connection
Server HostingYou host it yourself (needs 24/7 uptime)100% hosted & managed by Vinkius
Security & PrivacyStored in plaintext config filesBank-grade encrypted vault
Activity VisibilityBlind execution (no logs or tracking)Live dashboard with real-time logs
Cost ControlRunaway AI token spend riskAutomatic budget limits
Revoking AccessMust delete files or code to stop1-click disconnect button
The Vinkius Advantage

How Vinkius secures UK ONS Full — Complete Statistical Intelligence for LlamaIndex

Every request between LlamaIndex and UK ONS Full — Complete Statistical Intelligence is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

Is the ONS API stable?

The ONS API is currently in Beta. While fully functional and regularly updated, there may occasionally be breaking changes. Rate limits: 120 requests per 10 seconds, 200 per minute.

02

What datasets does this server pull from?

It has access to the full ONS library of over 337 statistical datasets, spanning GDP, CPIH, retail sales, demographic projections, health indicators, trade, and more.

03

Are the GDP and Inflation figures real-time?

The statistics provided are based on the latest officially published reports from the ONS, which usually trail by a month or a quarter depending on the metric.

04

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

05

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query UK ONS Full — Complete Statistical Intelligence tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.

06

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

07

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

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