RubberDuck-com/rubberduck-use-case-playground
Try all the 10 use cases and see what the Rubber Duck can do! observed · 2026-08-28
Health v2 · maintenance only
54/100
- Activity 91
- Release rhythm 35
- Longevity 4
Flags: no_releases young
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 63
- days_rel: n/a
- days_push: 55
- n_releases_24m: 0
Adoption not part of the score
1224 stars · 487 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A hands-on training playground for RubberDuck MCP, consisting of a local hub dashboard and a deliberately vulnerable restaurant demo app (Rubber Duck Pizzeria). It generates ten copy-paste prompts (UC-01 to UC-10) covering code understanding, security auditing, bug fixing, code review, and feature planning to run in Cursor or Claude with RubberDuck MCP connected.
Use cases
- learn how to use RubberDuck MCP with Cursor or Claude
- practice security auditing on an intentionally vulnerable app
- try AI code review prompts on a demo codebase
- test AI codebase understanding and change impact analysis
- generate prompts for planning and generating new features with AI
- compare AI analysis of raw SQL vs parameterized query versions
- run a local demo app with a health dashboard hub
When to choose
- you want hands-on training for RubberDuck MCP in Cursor or Claude
- you need a safe, intentionally vulnerable codebase to practice AI-assisted security audits
- you want ready-made prompts covering ten common AI coding workflows
- you want a self-contained local demo app with a hub dashboard
When to avoid
- you need production-ready code or a real restaurant admin system
- you don't use RubberDuck MCP, Cursor, or Claude
- you want a general-purpose vulnerable web app unrelated to RubberDuck training
Facets
application · maturity active
developer-tools security testing mcp code-review developer-tools education security tutorials cross-platform python self-hosted demo-app training-playground mcp-server prompt-library security-audit-lab cursor claude web-server
1 source
- readme: https://github.com/RubberDuck-com/rubberduck-use-case-playground · fetched 2026-08-28 · 853f70ba2fba
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| RubberDuck-com/rubberduck-use-case-playground | main | 54 |
For agents
markdown · JSON · MCP: product_card(name="RubberDuck-com/rubberduck-use-case-playground")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem