This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
Hi! I'm Malachy, the founder of Tracecast. This project lets you generate interactive data apps on top of your data, using a Cursor-style AI chat. It has an Apache 2.0 license. The agent generates a fully functional Python notebook under the hood, so you can ask it for anything to better visualize and understand your data, from reactive components to creative visualizations and tabs.
The initial use case that spurred this project was business analytics, specifically generating product usage dashboards.
This project's main inspiration is Marimo, an open source python notebook that can be "queried with SQL, run as a script, and deployed as an app" [1]. The recent release of Marimo Pair [2] demonstrated the power of connecting AI agents like Claude Code to Marimo notebooks directly. This project seeks to build on that work by incorporating a LangGraph agent with two key abilities: (1) the ability to execute queries against a connected data warehouse (such as Snowflake); (2) the ability to write Marimo notebooks.
4 data sources are currently supported: Snowflake, BigQuery, Postgres, and Metabase. The code for the database query tools was derived from Google's open source MCP Toolbox for Databases.
There is currently no support for MCP. Instead, data query tools are hardcoded. This decision was made to ensure high quality AI queries and limit tool bloat.
This is an early stage project, and is configured to only run locally at this time.
[1] https://github.com/marimo-team/m...
[2] https://news.ycombinator.com/ite...
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About Tracecast Open Data Apps on Product Hunt
“Open source generative data apps”
Tracecast Open Data Apps was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #137 on the daily leaderboard. Hi! I'm Malachy, the founder of Tracecast. This project lets you generate interactive data apps on top of your data, using a Cursor-style AI chat. It has an Apache 2.0 license. The agent generates a fully functional Python notebook under the hood, so you can ask it for anything to better visualize and understand your data, from reactive components to creative visualizations and tabs.
Tracecast Open Data Apps was featured in Open Source (68.4k followers), Analytics (171.9k followers), Artificial Intelligence (469k followers) and GitHub (41.2k followers) on Product Hunt. Together, these topics include over 141.9k products, making this a competitive space to launch in.
Who hunted Tracecast Open Data Apps?
Tracecast Open Data Apps was hunted by Malachy Donovan. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
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Malachy Donovan