• DATA
  • ANALYSIS
  • REPORTS
  • HUMAN

How to extract social development metrics with your AI

Connect to the World Bank once. Your AI then pulls precise demographic data directly into your research or analysis.

Ask AI about this page

Short answer

How can I pull demographic data using my AI?

Your AI uses specific World Bank tools to query indicators like life expectancy or poverty levels. You get raw, targeted data points for any country or region you specify. This allows you to build datasets without manual searching.

Data outcomes

Where your data lands.

What your AI produces from these queries.

DATA

Targeted indicator sets

The AI pulls specific numbers for the metrics you request. You get clean values for literacy, mortality, or poverty.

ANALYSIS

Comparative studies

Your agent compares data across different countries or time periods. It identifies trends in life expectancy or economic shifts.

REPORTS

Structured summaries

The AI turns raw numbers into written findings. You get a draft of your study based on the fetched metrics.

HUMAN

Final validation

You review the data and the AI's interpretation. You decide which metrics are relevant for your final report.

The workflow

What your AI does when the request arrives.

The AI moves from broad searches to specific data points.

  1. Find indicators

    The AI searches the World Bank database to find the exact metric codes you need for your study.

    search_indicators

  2. Pull literacy data

    Once the indicator is found, the AI fetches the specific literacy rates for your target countries.

    get_literacy_rate

  3. Fetch health metrics

    The agent pulls life expectancy and infant mortality numbers to build a health profile.

    get_life_expectancyget_infant_mortality

  4. Gather economic data

    The AI retrieves poverty levels to complete the socio-economic picture.

    get_poverty

Try it

Copy these to start.

Use these prompts to begin your data extraction.

Starting points

Swap out the country names and specific metrics to match your research needs.

World Bank Open Data Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_BhrN9d8M6LBPNNRUvdaYIR5AmvkYEBJYEoCmTZ1b/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — World Bank Open Data capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "world-bank-full-access-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_BhrN9d8M6LBPNNRUvdaYIR5AmvkYEBJYEoCmTZ1b/mcp"
    }
  }
}
Copy into chat04

  • Search for all indicators related to child health in Brazil.

  • Get the literacy rate for Kenya and Vietnam for the last five years.

  • Compare the poverty levels in India versus Indonesia using World Bank data.

  • Find the life expectancy and infant mortality rates for Nigeria.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect World Bank Full Access once, then ask.

One connection gives your AI access to the full dataset. Follow the instructions on the Connector page to get running.

Connect World Bank Full Access to your AI

FAQ

How this task behaves.

  • 01

    Can the AI update World Bank records?

    No. The AI can only read and fetch existing data from the World Bank.

  • 02

    Can I download the data as a CSV directly from the chat?

    The AI fetches the data into your chat context. You can then ask it to format that data into a table or a structure you can copy.

  • 03

    Does the AI decide which countries to study?

    No. You must specify the countries or regions you want to analyze.

  • 04

    Can the AI perform complex statistical modeling?

    The AI can perform basic calculations and comparisons on the data it fetches, but heavy statistical modeling stays with you.

  • 05

    How does the AI find the right metric code?

    It uses the search tool to match your natural language request to the official World Bank indicator codes.

  • More questions about World Bank Full Access? The Connector page answers them. See everything the World Bank Full Access Connector can do

Connect World Bank Open Data to Claude, Cursor, ChatGPT & more