Android in docker solution with noVNC supported, video recording, mcp server and AI-agent
This report summarizes scanner evidence for budtmo/docker-android, a Python project with 15,958 GitHub stars. SynthScan examined 4,008 lines of code across 87 source files, recording 48 pattern matches distributed across 5 syntactic categories. The legacy adjusted pattern signal is 14.7 (Moderate pattern signal); it is not an authorship estimate.
Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.
Use each vector to guide manual verification of the underlying findings.
Can maintainers explain intent, assumptions, and trade-offs? 33 finding(s).
Are imports declared and package/API names verified? 1 finding(s).
Are wrappers, guards, and repeated structures necessary? 41 finding(s).
Which changes need focused human review? 48 finding(s).
This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.
Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.
This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.
The scanner identified 48 distinct pattern matches across 5 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.
Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | mcp/src/tests/test_adb.py | 24 | def test_successfully_connected(): | CODE |
| LOW⚡ | mcp/src/tests/test_adb.py | 31 | def test_connect_to_connected_client(): | CODE |
| LOW⚡ | mcp/src/tests/test_adb.py | 36 | def test_connect_retry_and_success(monkeypatch): | CODE |
| LOW | mcp/src/tests/test_adb.py | 76 | def test_visit_url_with_url_injection(): | CODE |
| LOW | mcp/src/tests/test_adb.py | 88 | def test_press_hardware_supported_buttons(): | CODE |
| LOW | mcp/src/tests/test_adb.py | 96 | def test_press_hardware_unknown_button(): | CODE |
| LOW | mcp/src/tests/test_device.py | 12 | def test_device_with_empty_extra(): | CODE |
| LOW⚡ | cli/src/tests/device/test_emulator.py | 36 | def test_invalid_android_version(self): | CODE |
| LOW⚡ | cli/src/tests/device/test_emulator.py | 42 | def test_initialisation_config_not_exist(self): | CODE |
| LOW⚡ | cli/src/tests/device/test_emulator.py | 47 | def test_initialisation_device_not_exist(self): | CODE |
| LOW⚡ | cli/src/tests/device/test_emulator.py | 52 | def test_initialisation_device_exists(self): | CODE |
| LOW⚡ | cli/src/tests/device/test_emulator.py | 60 | def test_check_adb_command_out_of_attempts(self): | CODE |
| LOW⚡ | cli/src/tests/device/test_emulator.py | 66 | def test_deploy_preserves_spaces_in_quoted_additional_args(self): | CODE |
| LOW⚡ | cli/src/tests/device/test_emulator.py | 78 | def test_use_override_config_no_env(self): | CODE |
| LOW⚡ | cli/src/tests/device/test_emulator.py | 82 | def test_use_override_config_file_not_exist(self): | CODE |
| LOW⚡ | cli/src/tests/device/test_emulator.py | 87 | def test_use_override_config_file_not_readable(self): | CODE |
| LOW⚡ | cli/src/tests/device/test_emulator.py | 93 | def test_use_override_config_malformed_content(self): | CODE |
| LOW⚡ | cli/src/tests/helper/test_helper.py | 9 | def test_boolean_converter_with_valid_str(self): | CODE |
| LOW⚡ | cli/src/tests/helper/test_helper.py | 19 | def test_boolean_converter_with_empty(self): | CODE |
| LOW⚡ | cli/src/tests/helper/test_helper.py | 23 | def test_boolean_converter_with_invalid_str(self): | CODE |
| LOW⚡ | cli/src/tests/helper/test_helper.py | 27 | def test_boolean_converter_with_invalid_format(self): | CODE |
| LOW⚡ | cli/src/tests/helper/test_helper.py | 31 | def test_get_env_value_from_valid_key(self): | CODE |
| LOW⚡ | cli/src/tests/helper/test_helper.py | 37 | def test_get_env_value_with_empty_string(self): | CODE |
| LOW⚡ | cli/src/tests/helper/test_helper.py | 44 | def test_get_env_value_from_invalid_key(self): | CODE |
| LOW | cli/src/tests/helper/test_helper.py | 56 | def test_symlink_already_exist(self): | CODE |
| LOW | cli/src/tests/helper/test_helper.py | 65 | def test_symlink_file_not_exists(self): | CODE |
| LOW | cli/src/device/__init__.py | 74 | def _prepare_analytics_payload(self) -> None: | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | cli/src/device/geny_saas.py | 74 | except Exception as e: | CODE |
| LOW | cli/src/device/geny_saas.py | 79 | except Exception as e: | CODE |
| LOW | cli/src/device/geny_saas.py | 105 | except Exception as e: | CODE |
| LOW | cli/src/device/geny_saas.py | 116 | except Exception as e: | CODE |
| LOW | cli/src/device/geny_saas.py | 133 | except Exception as e: | CODE |
| LOW | cli/src/device/emulator.py | 135 | except Exception as e: | CODE |
| LOW | cli/src/device/__init__.py | 151 | except Exception as e: | CODE |
| LOW | cli/src/device/geny_aws.py | 174 | except Exception as e: | STRING |
| LOW | cli/src/device/geny_aws.py | 203 | except Exception as e: | STRING |
| MEDIUM | cli/src/device/geny_aws.py | 56 | def create_tf_files(self) -> None: | CODE |
| MEDIUM | cli/src/device/geny_aws.py | 178 | def deploy_tf(self) -> None: | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | cli/src/app.py | 139 | CODE | |
| LOW | cli/src/app.py | 163 | CODE | |
| LOW | cli/src/tests/device/test_emulator.py | 93 | CODE | |
| LOW | cli/src/device/geny_saas.py | 28 | CODE | |
| LOW | cli/src/device/geny_saas.py | 120 | CODE | |
| LOW | cli/src/device/emulator.py | 193 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | mcp/src/server.py | 10 | logger = logging.getLogger(__name__) | CODE |
| LOW | mcp/src/adb.py | 9 | logger = logging.getLogger(__name__) | CODE |
| LOW | cli/src/device/__init__.py | 67 | def set_status(self, current_status) -> None: | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | cli/src/tests/helper/test_helper.py | 2 | CODE |