ToolJet was the first internal tool builder to go AI-native, but ToolJet MCP takes that idea somewhere much more interesting. Instead of stopping at “describe an app and generate one,” agents can now work directly inside ToolJet, creating and refining the same components, queries, data and workflows a human builder would use. The end result is still a proper ToolJet app, not a code dump that looks impressive on day one and turns into a maintenance problem six months later. That opens up a much bigger surface area: agents that can design, build, test and iterate on real internal tools, while everything remains inspectable and maintainable inside the platform.

So rather than test it on another toy dashboard, we gave it a workflow where things could actually go wrong.

Link to the ToolJet MCP GitHub repo: https://github.com/ToolJet/tooljet-mcp

Here's a sneak peek of the output:

Check out the public preview of the app: Shiproom