vizro-mcp

# Vizro-AI !!! warning "Vizro-AI has been replaced by Vizro-MCP" Vizro-AI dashboard generation is no longer actively developed and is superseded by [Vizro-MCP](https://vizro.readthedocs.io/projects/vizro-mcp/). Vizro-AI supports only chart generation from version 0.4.0. **For chart and dashboard generation, we recommend using [Vizro-MCP](https://vizro.readthedocs.io/projects/vizro-mcp/). It doesn’t require an API key and works with familiar LLM applications like VS Code, Cursor, or Claude Desktop, making it simpler to use.** Vizro-AI uses generative AI to extend [Vizro](https://vizro.readthedocs.io) so you can use instructions in English, or other languages, to effortlessly create interactive charts and dashboards. If you're new to coding, Vizro-AI simplifies both the creation of charts with [Plotly](https://plotly.com/python/) and their layout upon an interactive and easily-distributed dashboard. Even if you are an experienced data practitioner, Vizro-AI optimizes how you create visually appealing layouts to present detailed insights about your data. <img src="https://raw.githubusercontent.com/mckinsey/vizro/main/.github/images/toolkit_vizro_ai.gif" alt="Gif to demonstrate vizro-ai"> <div class="grid cards" markdown> - :fontawesome-regular-map:{ .lg .middle } __New to Vizro-AI?__ --- [:octicons-arrow-right-24: Quickstart chart generation](pages/tutorials/quickstart.md) [:octicons-arrow-right-24: How to run Vizro-AI](pages/user-guides/run-vizro-ai.md) - :fontawesome-solid-keyboard:{ .lg .middle } __Get hands-on__ --- [:octicons-arrow-right-24: Create advanced charts](pages/user-guides/create-advanced-charts.md) [:octicons-arrow-right-24: Add charts to a dashboard](pages/user-guides/add-generated-chart-usecase.md) - :fontawesome-solid-book-open-reader:{ .lg .middle } __Find out more__ --- [:octicons-arrow-right-24: FAQs](pages/explanation/faq.md) [:octicons-arrow-right-24: Model usage](pages/user-guides/customize-vizro-ai.md) - :fontawesome-solid-wand-magic-sparkles:{ .lg .middle } __Vizro-MCP and Vizro__ --- [:new: Vizro-MCP](https://github.com/mckinsey/vizro/blob/main/vizro-mcp/README.md) [:octicons-arrow-right-24: Vizro documentation](https://vizro.readthedocs.io/) </div> !!! notice "Notice" Review the [disclaimer](pages/explanation/disclaimer.md) before using the `vizro-ai` package. Users must connect to large language models (LLMs) to use Vizro-AI. Please review our [guidelines on the use of LLMs](pages/explanation/safety-in-vizro-ai.md) and the required [safeguarding for dynamic code evaluation](pages/explanation/safeguard.md).