Genio520 ISP MCP
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- AlicenseAqualityBmaintenanceEnables debugging Flutter apps on Android by exposing the widget tree and source locations, supporting hot reload and pixel-level UI diffs, along with filtered Android logs, crash traces, and device interaction.2622 PyPIMIT
- AlicenseNot gradedqualityBmaintenanceEnables AI assistants and IDEs to drive real Android devices and emulators for cross-app UI automation, testing, and diagnostics, including collecting Logcat output and screenshots.Apache 2.0
- AlicenseNot gradedqualityCmaintenanceProvides powerful inspection and interaction tools for connected android devices or emulators.11MIT
- AlicenseAqualityCmaintenanceEnables coding agents to build, drive, and debug Android apps on a real device, with screenshots, UI dumps, local vision model analysis, and lock-safe Gradle builds.21MIT
- FlicenseNot gradedqualityAmaintenanceEnables users and AI tools to query synchronized AOSP and AndroidX source code on demand for precise inspection of Android framework internals and Jetpack libraries. Supports class and method lookup, class member listing, inheritance hierarchy, source search, and optional cross-file definition, reference, and type information via LSP.-
- FlicenseNot gradedqualityAmaintenanceEnables AI tools to perform precise, on-demand lookups of AOSP and AndroidX source code, including class and method extraction, inheritance hierarchies, full-text search, and optional cross-file navigation via LSP. It maintains a local synced cache of framework and Jetpack sources so framework internals can be explored offline.-
TDQS
Scored across 11 tools
Each tool has a fairly distinct role: read-only target info, camera capability probing, build, run validation, job status, and report retrieval form a clear pipeline, while the source tools (list/read/edit/diff/commit) are well separated. Minor potential confusion exists between get_job (async job status) and get_report (validation report contents), and between commit_candidate and get_source_diff, but descriptions differentiate them adequately.
Every tool follows a consistent verb_noun snake_case pattern (get_target_info, build_camera_probe, run_camera_validation, commit_candidate, list_source_files, read_source_file, edit_source_file, get_source_diff). No mixed conventions or vague single-word names.
Eleven tools is well within the ideal 3-15 range and each maps to a concrete step in the camera-validation or source-editing workflow. Nothing seems redundant or missing at the count level.
The surface covers the core lifecycle: board inspection, build, run validation, job polling, report reading, plus a full source read/edit/diff/commit loop. Gaps are minor and largely intentional (no delete/restore source, no job cancellation, no push), which an agent can work around within stated constraints.