{"id":"lamda","name":"LAMDA (FIRERPA)","homepage":"https://device-farm.com","repo_url":"https://github.com/firerpa/lamda","category":"automation","subcategories":["mobile","android","rpa","reverse-engineering"],"tags":["android","rpa","automation","frida","reverse-engineering","mobile","device-farm","mcp","remote-desktop","adb"],"what_it_does":"Android RPA framework providing 160+ APIs for device automation, remote desktop with WebSocket streaming, UI inspection, Frida integration for dynamic analysis, and MCP server for AI agent tool-calling. Supports Android 6-16 on physical devices, emulators, and cloud phones.","use_cases":["Automated Android app testing and QA workflows","Mobile app reverse engineering and dynamic analysis with Frida","AI agent-driven Android device automation via MCP","Remote device management and monitoring across device farms","Automated data collection and scraping from Android apps"],"not_for":["iOS device automation","Non-rooted Android devices (root access required)","Production app distribution or deployment","Environments requiring fully open-source auditable code"],"best_when":"You need comprehensive Android device automation with dynamic analysis capabilities, especially for security research, QA, or building AI-driven mobile workflows.","avoid_when":"You need iOS support, cannot root devices, require fully open-source code for audit, or need a lightweight solution for simple UI testing. Use Appium or Maestro instead.","alternatives":["appium","maestro","android-mcp","uiautomator2","scrcpy"],"af_score":55.0,"security_score":20.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"9.20","last_evaluated":"2026-03-01T09:50:05.768946+00:00","performance":{"latency_p50_ms":null,"latency_p99_ms":null,"uptime_sla_percent":null,"rate_limits":null,"data_source":"llm_estimated","measured_on":null}}