Vinkius
World Bank Population

World Bank Population MCP for AI. Analyze global demographics and poverty trends.

Claude Claude
ChatGPT ChatGPT
Cursor Cursor
Gemini Gemini
Windsurf Windsurf
VS Code VS Code
JetBrains JetBrains
Vercel Vercel
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Works with every AI agent you already use

…and any MCP-compatible client

World Bank Population MCP on Cursor AI Code EditorWorld Bank Population MCP on Claude Desktop AppWorld Bank Population MCP on OpenAI Agents SDKWorld Bank Population MCP on Visual Studio CodeWorld Bank Population MCP on GitHub Copilot AI AgentWorld Bank Population MCP on Google Gemini AIWorld Bank Population MCP on Lovable AI DevelopmentWorld Bank Population MCP on Mistral AI AgentsWorld Bank Population MCP on Amazon AWS Bedrock

Connect to your AI in seconds.

World Bank Population MCP instantly pulls global demographic data, poverty headcounts, and inequality statistics from the World Bank. Access total populations, growth rates, and GINI indexes to build reports on socio-economic status anywhere.

It's a fast way to ground policy analysis in solid, current international data.

What your AI can do

Get total population

Provides the current, total population count for a given country.

Get population growth

Returns the annual percentage change in total population over time.

Get poverty

Determines the percentage of the population living below a specified poverty threshold (e.g., $1.50/day).

+ 2 more capabilities included
Calculate GINI Index

Get a score measuring how unevenly income or wealth is distributed across a population.

Track Population Growth Rates

Determine the percentage by which a region's total population increases over time.

Assess Poverty Headcount Ratios

Find out what percentage of people live below a set poverty line (like $1.50 per day).

Get General Social Indicators

Pull specific, deep-dive data points—anything from education levels to healthcare access—using its official code.

Determine Total Population

Grab the current total population count for a specified country or region.

Included with Plan

Waiting for input…

AI Agent

World Bank Population: 5 Tools

Use these five functions to calculate everything from overall population counts to highly specific measures of inequality and development status.

Make your AI actually useful.

Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.

Start using World Bank Population on Vinkius

Get Total Population

Provides the current, total population count for a given country.

Get Population Growth

Returns the annual percentage change in total population over time.

Get Poverty

Determines the percentage of the population living below a specified poverty...

Get Gini Index

Calculates a country's Gini index, which measures income or wealth inequality.

Get Social Indicator

Retrieves any specific World Bank social or demographic metric using its unique code.

Security and governance baked right in.

Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.

Claude AI

Claude AI

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.

2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.

3

Start a conversation

Open a new chat. The World Bank Population integration is available immediately — no restart needed.

Choose How to Get Started

Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.

Build Your Own

Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.

  • Import from OpenAPI, Swagger, or YAML specs
  • Create Agent Skills with progressive disclosure
  • Deploy to edge with MCPFusion framework
  • Built in DLP, auth, and compliance on every call
  • Real time usage dashboard and cost metering
  • Publish to catalog or keep private
Start building

Make Your AI Do More

Start with World Bank Population, then connect any of our 5,000+ other servers whenever your AI needs more. One click, no limits.

  • Use this MCP plus 5,000+ others, all in one place
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  • Every connection is secured and compliant automatically
  • Track usage and costs across all your servers
  • Works with Claude, ChatGPT, Cursor, and more
  • New servers added to the catalog every week
World Bank Population MCP server cover

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by World Bank Open Data. 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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V8 Isolated

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Zero-Trust Proxy

No stored credentials

DLP Enforced

Policy on every call

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Your data is protected. See how we built it.

Works with Claude, ChatGPT, Cursor, and more

The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.

This connection provides 5 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.

Manual global reports are a nightmare.

Right now, getting a holistic view requires jumping between the World Bank website, downloading PDFs for populations, then finding separate dashboards for GINI indexes and poverty ratios. You end up with ten spreadsheets that you have to clean up, rename columns on, and try to align by date—it's an absolute pain.

With this MCP, your agent handles the whole workflow. It pulls the total population count, cross-references it with the latest GINI index score, and checks poverty levels all in one query. You get a single, unified data set ready for analysis.

Get specific insights using `get_social_indicator`.

You don't have to stick only to the big metrics. If you need something niche—say, educational attainment or a specific health metric—you used to have to find that indicator's code and then navigate a separate data portal just for that one number.

Now, your agent can pull that deep-dive detail using `get_social_indicator`. It integrates the specialized data point directly into your main report alongside population growth or poverty rates. The whole picture gets sharper.

What your AI can actually do with this

Need to understand what's really going on in a region? This MCP gives your agent the full scope of global demographics and social metrics straight from the World Bank. You can track total populations, see how fast they're growing year over year, or calculate key indicators like poverty ratios at $1.50 a day.

It even lets you investigate GINI indexes to gauge income inequality across different groups.

Whether you're mapping population trends for an NGO report or comparing development models for urban planning, this data set anchors your analysis in reliable metrics. Because the world is complex, sometimes you need to see exactly where the numbers are coming from. That’s why it helps when you use Vinkius AI Analytics; you get full visibility into every tool call, seeing exactly which social indicators were used and how that data flowed through your agent's process.

This level of transparency means nothing gets left in the dark. It lets you build deep reports on everything from urban populations to historical development patterns.

Built · Hosted · Managed by Vinkius World Bank Population - Global Demographic Data
Server ID 019d7620-adb8-7331-b7f1-bc8a733f38df
Vinkius Inspector
Compliance Grade A+
Score 100/100
Vinkius Inspector Badge — Score 100/100

Questions you might have

How do I get started? +

Our World Bank Open Data servers require absolutely zero authentication. You do not need to register, get an API key, or setup webhooks. Just instantly connect and your AI agent can begin querying decades of global data.

Can my AI analyze poverty trends? +

Absolutely. Your agent can pull the exact percentage of populations living on less than $2.15/day over decades to chart progress in developing nations.

Does it support urban vs rural distribution? +

Yes. By requesting urban population ratios, your AI can perfectly map urbanization shifts across different regions.

What is the scale of the data I can access? +

You have direct access to 64 years of historical data covering 196+ sovereign states and global regional aggregates, powered directly by the World Bank's robust open data initiatives.

When I use `get_social_indicator`, how are my API credentials handled securely? +

Vinkius handles your keys through a zero-trust proxy. Your actual credentials never sit on disk; they only pass in transit for the function call. This means your data remains protected from start to finish.

If I run `get_gini_index` with an invalid country code, what does the agent get back? +

The system provides a specific, structured error message detailing why the request failed. Your AI client can read this status and automatically prompt you to correct the country code or indicator name.

Are there rate limits if I call `get_population_growth` for many different countries? +

Vinkius manages rate limiting across all MCP calls. You can run high volumes of requests, and the platform queues them efficiently to prevent overspending or hitting external API caps.

Does `get_poverty` only calculate poverty using the 2017 international prices? +

Yes, the current definition for get_poverty is based on the $1.5 a day threshold calculated using 2017 international prices. This provides a consistent benchmark for historical comparisons.

Built & Managed by Vinkius 30s setup 5 tools

We've already built the connector for World Bank Population. Just plug in your AI agents and start using Vinkius.

No hosting. No infrastructure. No complex setup.
All 5 tools are live and waiting. You're up and running in seconds.

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