| FMRS | 39 / 100 · D | 79 / 100 · B |
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| Reliability | 3 / 20 | 12 / 20 |
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| Security and permissions | 5 / 20 | 18 / 20 |
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| Maintenance | 8 / 20 | 16 / 20 |
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| Documentation | 12 / 20 | 18 / 20 |
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| Setup experience | 11 / 20 | 15 / 20 |
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| Best for | - Developers or test teams needing unified API across iOS and Android
- Those looking to reduce dependency on platform-specific knowledge like XCUITest or Espresso
- Scenarios requiring structured, deterministic output (accessibility tree based) rather than screenshot-only
- Automation on local or cloud emulators/simulators
| - Engineering teams scaling AI coding agents while controlling spend
- Platform teams that need auditable, rollback-aware agent execution records
- Organizations using multiple agents (Claude, Codex, Gemini) under one governed flow
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| Not for | - Use cases requiring visual understanding (e.g., image recognition) or complex image verification (server is accessibility-first, using screenshots only when needed)
- General desktop automation without mobile device interaction
- Teams requiring official support or enterprise guarantees (third-party open-source project)
- Environments unable to meet prerequisites (Xcode, Android SDK, Node.js v20+)
| - Developers who just want a simple code-completion helper without run governance
- Teams unwilling to accept local JSONL run records with HMAC signing
- Environments without a supported adapter (Claude/Codex/Gemini CLIs, direct provider, or verifier-only)
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| Required permissions | - Access to local filesystem to install apps and save screenshots/videos
- Network access to install npm packages and possibly cloud services
- USB debugging permissions or go-ios/WebDriverAgent setup for real devices
- Port availability and optional auth token for SSE mode
- May send anonymous usage telemetry (can be disabled via environment variable)
| - Read/write access to the configured repo root (writable scope restrictable via --allow-path/--deny-path)
- Ability to invoke the chosen agent CLI (Claude/Codex/Gemini, etc.) and its underlying model account
- Local disk writes for run records, receipts, and share outputs (share/run-receipt., etc.)
- Execution of user-configured verifier commands (e.g. npm test)
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| Risks and side effects | - Automated mobile actions may cause unintended operations or data loss (e.g., sending messages, purchases)
- Credentials provided (e.g., email) could be stored or misused
- URL opening feature may be used to open non-standard schemes (blocked by default, requires explicit allow)
- SSE server without authorization may be accessed by unauthorized parties
- Dependency on unstable third-party tools (e.g., go-ios, WebDriverAgent)
- Telemetry may include sensitive usage patterns
| - Verifier commands are executed; poorly chosen verifier commands carry security risk despite preflight policy checks
- Cost and token figures may be estimates (labeled with provenance) and should not be treated as settled accounting
- Receipt integrity must be verified before use as trustworthy evidence; missing rollback evidence is flagged as EVIDENCE_BOUNDARY
- Policy defaults come from martin.config.yaml and can be overridden by CLI flags; misconfiguration can loosen safety boundaries
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| Supported clients | Claude Desktop, Claude Code, Codex, Gemini CLI, GitHub Copilot, Cursor, Windsurf, Amp, Antigravity 2, Cline, Goose, Kiro, OpenCode | Claude Code, Codex, Gemini CLI, Cursor, VS Code, GitHub Copilot, Continue |
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| Tools | 23 | 0 |
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