---
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/wikipedia-lookup/use-cases/research-notable-entities/openclaw
---
# How to Research Notable Entities with OpenClaw

OpenClaw uses Wikipedia as a structured data extraction engine for teams that need reference information at scale. Batch-query entities, compile comparison datasets across dozens of topics, and build knowledge bases from Wikipedia content in a single systematic session. The structured output -- with consistent fields, formatting, and attribution -- is ready for direct import into internal wikis, training materials, application seed data, or research databases without the manual reformatting that ad-hoc lookups require.

## Setup

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

## Steps

1. Connect ToolRouter: openclaw mcp add toolrouter -- npx -y toolrouter-mcp
2. Ask OpenClaw: "Look up SpaceX on Wikipedia using wikipedia-lookup"
3. OpenClaw returns the company overview and key details
4. Request: "Summarize their major milestones"
5. Use the research for your work

## Example Prompt

```
Research Palantir Technologies on Wikipedia. Give me the essentials: founding, what they do, key products, and notable controversies.
```

## Tips

- Ask for both the positive and notable criticism sections for balanced context
- Use search if the entity has a common name that might return wrong results
- Cross-reference with multiple Wikipedia articles for complex organizations
