• DATA
  • ANALYSIS
  • REPORTING
  • HUMAN

How to query custom social indicators with your AI

Connect the World Bank Population MCP to your agent. Once connected, you can pull niche demographic data using specific indicator codes.

Ask AI about this page

Short answer

How do I get specific World Bank data using my AI?

Give your agent a World Bank indicator code and ask for the data. It uses the get_social_indicator tool to fetch the exact metric you need. You'll get precise demographic values for the countries or years you specify.

The outcomes

What you get from your queries

Every request results in one of these four outcomes.

DATA

Direct metric retrieval

The AI pulls the specific value for the indicator code you provided. You get the raw numbers for the requested countries and timeframes.

ANALYSIS

Trend identification

Your agent compares different indicator codes to find patterns. It can spot shifts in population or social metrics over time.

REPORTING

Formatted summaries

The AI turns the fetched data into a clean list or table. This makes it ready to drop into your own documents or spreadsheets.

HUMAN

Manual code lookup

If you don't know the specific indicator code, you'll need to find it yourself first. The AI only acts on the codes you provide.

The workflow

What your AI does when you ask for data.

The agent handles the technical handshake with the World Bank database.

  1. Identify the code

    The agent looks at your request to find the specific World Bank indicator code you want to query.

    get_social_indicator

  2. Fetch the metric

    It calls the indicator tool to pull the specific data points from the World Bank database.

    get_social_indicator

  3. Filter results

    The agent narrows down the data to the specific countries or years you asked for.

    get_social_indicator

  4. Present findings

    The AI organizes the numbers into a readable format for your chat interface.

    get_social_indicator

Try it

Copy these to start.

Use these prompts to begin querying data immediately.

Starting points

Replace the indicator codes and country names with the specific ones you need.

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_JdX81NrOgH8jVPTnVTTDMwLFaDBz5LuUTUtHSqzB/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-population-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_JdX81NrOgH8jVPTnVTTDMwLFaDBz5LuUTUtHSqzB/mcp"
    }
  }
}
Copy into chat04

  • Get the data for indicator SP.POP.TOTL for Brazil and Mexico.

  • What is the value for indicator NY.GDP.PCAP.CD in India for the last five years?

  • Compare the indicator SL.UEM.TOTL for France and Germany.

  • Fetch the population data for the indicator SP.DYN.GENL.ZS for the year 2020.

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

Start here

Connect World Bank Population once, then ask.

One click connects the MCP to your client. Your credentials stay encrypted and the connection is ready to use immediately.

Connect World Bank Population to your AI

FAQ

How the connector behaves

  • 01

    Can the AI find indicator codes for me?

    No. You must provide the specific World Bank indicator code for the tool to work.

  • 02

    Can the AI update data in the World Bank database?

    No. This tool is read-only. It can only fetch existing data from the World Bank.

  • 03

    Does it work with any country?

    Yes, as long as the World Bank has recorded data for that country and the indicator you requested.

  • 04

    Can I get data for multiple years at once?

    Yes. You can specify a range of years in your prompt.

  • 05

    Will the AI create a CSV file for me?

    The AI can format the data as a table or a list that you can copy, but it does not generate downloadable files directly.

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

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