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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

AdminForth logo
AdminForth
✓ verifiedFree

Open-source, agent-first admin-panel framework for Vue3/Node.js with auth, plugins and AI features to build back-office panels fast.

2.1K visits/mo
Open Apps logo
Open Apps
✓ verifiedFreemium

Curated directory of vetted open-source alternatives to paid SaaS, with health ratings and an OSS-migration service.

38K visits/mo
Jam logo
Jam
✓ verifiedFreemium

One-click bug-reporting tool that auto-captures console, network logs and repro steps for developers.

730K visits/mo2.9K saves
Maestro Studio Desktop Beta logo
Maestro Studio Desktop Beta
✓ verifiedFreemium

Open-source framework for automated end-to-end UI testing of mobile and web apps, with a paid cloud for parallel device runs.

183K visits/mo
Pricing

No public pricing

Stack Audit: $499 (one-time)
Free: $0 (30 Jams/mo, 5 recording links)
Team: $14/creator per month billed yearly (unlimited Jams)

Free trial available

Local: $0 (open source)
Cloud: $250/device/mo (parallel runs)

Free trial available

Core features
  • CRUD admin panel from a database URL
  • Vue3 components and Tailwind theming with dark mode
  • Auth plugins: OAuth2/SSO, TOTP/WebAuthn 2FA
  • Audit log, S3 upload and CSV import/export plugins
  • AI plugins for autocomplete, translation and bulk data
  • Custom pages, dashboards and background jobs
  • 680+ curated open-source apps
  • Five-metric health rating per app
  • Category and alternative browsing
  • Open-source ecosystem insights and reports
  • OSS migration consultancy service
  • One-click bug capture via browser extension
  • Automatic repro steps
  • Console, network and device logs
  • Instant replay of recent activity
  • Backend tracing and an AI debugger
  • Integrations with Jira, Linear, GitHub and Slack
  • Human-readable YAML test flows
  • Local CLI and Studio testing for free
  • Open-source, CI-friendly design
  • Cloud device farm for parallel runs
  • AI-agent integration through MCP
  • Self-healing tests with local agents
Use cases
  • Developers building internal back-office tools
  • Adding an admin panel to an existing database
  • Creating AI/agent-assisted back-office workflows
  • Self-hosting a customizable admin UI
  • Finding open-source replacements for SaaS tools
  • Cutting software costs by self-hosting
  • Comparing open-source project health
  • Getting help migrating a SaaS stack
  • Filing detailed bug reports
  • Reproducing issues faster in QA
  • Sharing debug context with engineers
  • Triaging support bug reports
  • Automate mobile app UI regression tests
  • Run tests in parallel across many devices
  • Integrate UI testing into CI pipelines
  • Let AI agents generate and run app tests
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