What would you do with multi-project UiPath workflow data?

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1

Hello everyone,

I’m building 𝚛𝚙𝚊𝚡 — an open-source parser + MCP server for a multi-project view of UiPath Studio code.
It parses project.json/.xaml across multiple projects (repos/lakes) into structured data (arguments, variables, activities, annotations).

Originally for my Workflow Analyzer custom rules; the core value proved to be the multi-project perspective.
:warning: Very early: v0.0.2 is public but not yet usable. (Pronounced “are-packs”, think RPA + X.)

What it does today

Expand to see current capabilities
  • Parses .xaml and project.json
  • Works across multiple projects at once (not just single workflows)
  • Exports structured outputs (JSON, pseudocode, diagrams)
  • Can run standalone CLI or feed into an MCP server

My initial use cases

Expand to see examples I’ve tried
  • :robot: MCP integration — serve project data directly to AI clients, enabling “chat with your workflows” scenarios
  • :chart_increasing: Diagram generation (Mermaid, Graphviz)
  • :receipt: Pseudocode views
  • :link: Argument call graphs for SDD documentation

But these are only starting points. The real potential comes from the multi-project view: oversight, comparisons, governance, training.

What would you do with this?

:backhand_index_pointing_right: Imagine you had structured, multi-project data from UiPath Studio projects.

That means: every Studio file, its dependencies, job start arguments, how arguments pass in and out of workflows, which activities are used (with their DisplayNames)… basically everything “static” that isn’t runtime.

  • What problems would this help you solve?

  • Which outputs (JSON, diagrams, pseudocode, …) would be most useful?

  • In your role (developer, CoE, partner, …), how could you apply it?

  • What blockers would prevent adoption in your environment?

Why this matters

“Studio shows me one tree at a time — I need the whole forest.”

This project is about enabling that whole-forest, multi-project view.

Further reading

  • :open_file_folder: Repo with changelog and ADRs: GitHub – rpax (best place to track early releases — and :star: if you want to follow progress)
  • :speech_balloon: Progress log with screenshots: LinkedIn Post
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