I'm the author of Zaturn, an MCP (Model Context Protocol) server that enables data analysis using LLMs. Essentially, the MCP enables LLMs to draft and run SQL queries on any linked data sources, draw insights, and plot visualizations using the results.
Below is an outline of the proposed talk:
About the presenter
Quick demonstration of Zaturn
What is Zaturn
Common use cases, and supported data sources
How does it work (as an MCP)
What is an MCP and why use one for data analysis
Custom UI for Zaturn
LLMs that work best with Zaturn
Security & Best practices
Future directions
Learn how to instantly analyze any tabular data by talking to LLMs
Learn how to do this locally, without uploading datasets to any cloud-based SaaS application
This is a small project and would be better as a lightning talk. Explaining MCP's could take a while but is also a straightforward concept. Let your code do the talking! This could be a good 10 minute talk. Please resubmit as a lightning talk for a better chance at getting accepted.
Same suggestion as Reviewer#1 - this might work as a lightning talk.