Model Context Protocol moderate risk

Vizro

Vizro is a low-code Python toolkit for rapidly building data visualization apps, offering flexibility and customization with optional high-code extensions.

Connections & Capabilities

Connects To

GitHub

Capabilities

readwriteexec

Quickstart

Install

pip install vizro

Exposed MCP Tools (1)

moderate

Vizro-MCP

Assists in creating Vizro dashboards and charts using an LLM.

Can generate dashboards and charts, potentially leading to unintended data exposure if not configured correctly.

Safety Assessment

Vizro is generally safe for building data visualization apps, especially when using the low-code features and trusted data sources. However, the optional high-code extensions and integration with LLMs through Vizro-MCP and Vizro-AI introduce potential risks that require careful consideration and security measures.

Primarily a read-only framework for dashboard creation.
Low-code approach reduces potential for complex code vulnerabilities.
Relies on trusted dependencies like Plotly, Dash, and Pydantic.
Optional high-code extensions allow for sandboxed customization.

Vizro-MCP allows for dashboard and chart creation, potentially leading to unintended data exposure if not configured correctly.
Vizro-AI, while superseded, still supports chart generation, which could introduce risks if used with untrusted data sources.
Custom components and visual formatting extensions could introduce vulnerabilities if not properly vetted.
Reliance on external data sources for visualization can expose the application to data injection attacks.