How to Process Lab Results at Scale with OpenClaw
Process blood test results at scale with OpenClaw and ToolRouter.
Tool
OpenClaw processes biomarker lookups for complete lab panels in a single batch run, making it suitable for health platforms ingesting patient lab data, research pipelines normalising biomarker values across study cohorts, and clinical tools building reference databases.
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 Lab Results tool:
- Run: "Look up all markers in a standard metabolic panel using lab-results"
- OpenClaw returns reference data for the complete panel
- Load into your health platform or research database
- Use as a reference layer for validating user-submitted lab results
Example Prompt
Try this with OpenClaw using the Lab Results tool
Look up all biomarkers in a standard full blood count and metabolic panel using lab-results. Return as JSON with marker name, abbreviation, typical reference range, units, and clinical significance.
Tips
- Build a complete biomarker reference library from a single batch run
- Use reference ranges as validation rules for lab result import pipelines
- Store marker definitions and refresh quarterly to capture any updated reference range standards