Vizro MCP
Builds and validates data-viz dashboards from natural language, generating Vizro chart code.
🛡️ AgentReady threat assessment
MAESTRO 7-layer threat model + OWASP AIVSS risk score for Vizro MCP, derived from its capabilities.
AIVSS 8.7 · High
View MAESTRO 7-layer threat model →Overview
Vizro MCP (from McKinsey's Vizro project) turns natural language into validated data-visualization dashboards, generating chart code, checking configs, and producing interactive Vizro dashboards with PyCafe preview links. It emits Python/config code and can read supplied datasets. Generated code executes in the dashboard runtime, so the data and produced code are the relevant surface.
Key features
- NL-to-dashboard generation
- Config validation
- Interactive Vizro output
- PyCafe preview links
Use cases
- Rapid dashboard building
- Data-viz prototyping
- Validated chart configuration