How to Research Notable Entities with OpenClaw
Research companies and people with OpenClaw and ToolRouter. Entity lookups in seconds.
Tool
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.
Connect ToolRouter to OpenClaw
1Install the CLI
npm install -g toolrouter-mcp2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp toolsSteps
Once connected (see setup above), use the Wikipedia Lookup tool:
- Ask OpenClaw: "Look up SpaceX on Wikipedia using wikipedia-lookup"
- OpenClaw returns the company overview and key details
- Request: "Summarize their major milestones"
- Use the research for your work
Example Prompt
Try this with OpenClaw using the Wikipedia Lookup tool
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