---
title: ToolRouter — Agent Use Case Guide
description: Step-by-step guide for completing a task with a specific AI agent using ToolRouter.
url: https://toolrouter.com/tools/country-data/use-cases/research-population-stats/openclaw
---
# How to Research Population Stats with OpenClaw

OpenClaw automates population data collection for systematic analysis. Batch-fetch statistics for entire regions, calculate growth rates and density metrics, and output structured datasets on a schedule -- maintaining a current demographic database powering your market analysis or resource allocation models.

## Setup

openclaw mcp add toolrouter -- npx -y toolrouter-mcp

## Steps

1. Connect ToolRouter: openclaw mcp add toolrouter -- npx -y toolrouter-mcp
2. Ask OpenClaw: "Get population data for Nigeria"
3. OpenClaw returns population statistics
4. Ask: "Which African countries have the fastest population growth?"
5. Explore population patterns across regions

## Example Prompt

```
Look up population statistics for the top 5 African economies. Which is growing fastest?
```

## Tips

- Population growth rates are key indicators for emerging market opportunities
- Compare urbanization rates to identify countries undergoing rapid development
- Use density data for logistics and distribution planning
