Repository Analysis

awslabs/mcp

Open source MCP Servers for AWS

35.5 Strong AI signal View on GitHub

Analysis Overview

This report presents the forensic synthetic code analysis of awslabs/mcp, a Python project with 9,442 GitHub stars. SynthScan v2.0 examined 959,239 lines of code across 3133 source files, recording 27414 pattern matches distributed across 25 syntactic categories. The overall adjusted score of 35.5 places this repository in the Strong AI signal band.

The scanner applied 160+ deterministic lexical heuristics, multi-line block detectors, abstract syntax tree depth profilers, and a cross-file Jaccard similarity matrix to construct a statistically normalised synthetic code estimate. All matches are individually weighted by severity coefficient and contextual multiplier before summation, and the resulting headline score is temporally discounted to account for the repository's development history relative to the commercial emergence of large language model coding tooling (November 2022 onward).

35.5
Adjusted Score
35.5
Raw Score
100%
Time Factor
2026-07-14
Last Push
9.4K
Stars
Python
Language
959.2K
Lines of Code
3.1K
Files
27.4K
Pattern Hits
2026-07-14
Scan Date
0.23
HC Hit Rate

What These Metrics Mean

Adjusted Score
Primary synthetic code indicator. Raw score normalised per 1,000 lines of code and multiplied by the temporal discount factor. This is the definitive comparative metric — use it to rank repositories by AI authorship density.
Raw Score
The unmodified sum of all severity-weighted, context-multiplied pattern match scores before temporal discounting. Reflects the absolute signal strength independent of when the repository was last active.
Time Factor
The temporal discount multiplier (0–100%) applied to the raw score. Repositories last updated before ChatGPT's launch (Nov 2022) receive a 5% factor. Full signal is only assigned to repositories active in the post-adoption era (Jan 2024+).
Pattern Hits
Total count of individual pattern matches across all files and categories. A high hit count with a low score may indicate a very large codebase with isolated AI snippets; a low count with a high score indicates dense, concentrated AI signatures.
HC Hit Rate
High+Critical pattern hits per file, averaged across the repository. This orthogonal signal catches repositories where a few files are densely packed with high-severity AI tells — a strong indicator even when the normalised score appears moderate due to codebase size.
Lines of Code / Files
Total lines and files analysed. The scanner examines 94 file extensions. These denominators are used to normalise the score, enabling fair comparison between repositories of vastly different sizes.

Score History

This chart maps the temporal evolution of the adjusted synthetic code score across successive scan runs. An upward trajectory indicates ongoing incorporation of AI-generated code or expanding LLM-assisted scaffolding; a stable or declining trajectory may reflect active human refactoring, code removal, or the adoption of stricter authorship policies. The dashed secondary line (right axis) independently tracks total raw pattern hit count, which can diverge from the normalised score when codebase size changes significantly between scans.

Severity Breakdown

Classifies detected patterns by their diagnostic confidence and structural impact. CRITICAL patterns (coefficient 10) represent definitive synthetic signatures — hallucinated imports, explicit LLM attribution metadata — virtually never produced by human authors. HIGH (5) indicates strong structural tells such as cross-file repetition or cross-linguistic idioms. MEDIUM (2) covers recognisable conversational padding and AI-specific vocabulary. LOW (1) captures subtle indicators like tautological comments and generic boilerplate that require density to carry independent signal.

CRITICAL 1HIGH 720MEDIUM 2601LOW 24092

Directory Score Breakdown

This horizontal bar chart decomposes the repository's raw synthetic code score by top-level directory, allowing you to pinpoint precisely which modules or components carry the highest AI authorship density. Directories with disproportionately high scores relative to their size warrant targeted manual review: concentrated AI signatures often trace back to mass-generated configuration layers, auto-ported test suites, LLM-scaffolded boilerplate classes, or entire subsystems authored under heavy copilot assistance. Use this view to prioritise your human code-review effort.

Pattern Findings

The scanner identified 27414 distinct pattern matches across 25 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a statistically significant AI authorship indicator. 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 diagnostic confidence level (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — comment-context matches receive a ×1.5 weight because LLMs systematically over-annotate. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier as dense clusters constitute far stronger evidence of synthetic authorship than isolated hits.

Hyper-Verbose Identifiers17493 hits · 15318 pts
SeverityFileLineSnippetContext
LOWDESIGN_GUIDELINES.md281 def validate_aspect_ratio_and_total_pixels(self):CODE
LOWDESIGN_GUIDELINES.md305async def query_knowledge_bases_tool(CODE
LOWDESIGN_GUIDELINES.md556async def perform_parallel_operations(ctx: Context, query: str = Field(...)) -> str:CODE
LOWDESIGN_GUIDELINES.md672def check_dangerous_functions(code: str) -> List[Dict[str, Any]]:CODE
LOW…-integration-with-nova-canvas/clients/client_server.py104async def improve_prompt_with_nova_text(prompt: str) -> str:CODE
LOWtesting/pytest_utils.py194def create_resource_test_config(CODE
LOWtesting/pytest_utils.py211def create_prompt_test_config(CODE
LOWscripts/verify_tool_names.py79def convert_package_name_to_server_format(package_name: str) -> str:CODE
LOWscripts/verify_tool_names.py94def calculate_fully_qualified_name(server_name: str, tool_name: str) -> str:CODE
LOWscripts/verify_tool_names.py196def find_all_tools_in_package(package_dir: Path) -> List[Tuple[str, Path, int]]:CODE
LOWscripts/verify_package_name.py133def find_package_references_in_readme(CODE
LOWscripts/verify_package_name.py230def verify_package_name_consistency(CODE
LOW.github/workflows/typescript.yml116 def extract_copyright_from_metadata(package_name):CODE
LOW.github/workflows/python.yml244 def extract_copyright_from_metadata(package_name):CODE
LOW…eus-mcp-server/awslabs/prometheus_mcp_server/server.py909def extract_workspace_id_from_url(url: str) -> Optional[str]:STRING
LOW…eus-mcp-server/awslabs/prometheus_mcp_server/server.py932async def configure_workspace_for_request(STRING
LOW…prometheus-mcp-server/tests/test_security_validator.py23 def test_validate_string_safe(self):CODE
LOW…prometheus-mcp-server/tests/test_security_validator.py36 def test_validate_string_unsafe(self):CODE
LOW…prometheus-mcp-server/tests/test_security_validator.py43 def test_validate_params_safe(self):CODE
LOW…prometheus-mcp-server/tests/test_security_validator.py67 def test_validate_params_unsafe(self):CODE
LOWsrc/prometheus-mcp-server/tests/test_final_coverage.py12 async def test_make_request_max_retries_reached(self):CODE
LOWsrc/prometheus-mcp-server/tests/test_server_coverage.py32 def test_validate_params_empty(self):CODE
LOWsrc/prometheus-mcp-server/tests/test_server_coverage.py37 def test_validate_params_non_string(self):CODE
LOWsrc/prometheus-mcp-server/tests/test_server_coverage.py46 def test_validate_params_dangerous(self):CODE
LOWsrc/prometheus-mcp-server/tests/test_server_coverage.py56 async def test_make_request_invalid_endpoint(self):CODE
LOWsrc/prometheus-mcp-server/tests/test_server_coverage.py77 async def test_make_request_invalid_params(self):CODE
LOWsrc/prometheus-mcp-server/tests/test_server_coverage.py95 async def test_make_request_max_retries_exceeded(self):CODE
LOWsrc/prometheus-mcp-server/tests/test_server_coverage.py100 def test_validate_query_dangerous(self):CODE
LOWsrc/prometheus-mcp-server/tests/test_server_coverage.py107 async def test_execute_query_validation_failure(self, mock_context):CODE
LOWsrc/prometheus-mcp-server/tests/test_server_coverage.py135 async def test_execute_range_query_validation_failure(self, mock_context):CODE
LOWsrc/prometheus-mcp-server/tests/test_server_coverage.py168 async def test_get_available_workspaces_use_default_region(self, mock_context):CODE
LOWsrc/prometheus-mcp-server/tests/test_server_coverage.py187 async def test_execute_query_with_time_parameter(self, mock_context):CODE
LOWsrc/prometheus-mcp-server/tests/test_aws_credentials.py25 def test_validate_success_with_profile(self):CODE
LOWsrc/prometheus-mcp-server/tests/test_aws_credentials.py48 def test_validate_success_without_profile(self):CODE
LOWsrc/prometheus-mcp-server/tests/test_aws_credentials.py71 def test_validate_no_credentials(self):CODE
LOWsrc/prometheus-mcp-server/tests/test_aws_credentials.py85 def test_validate_no_credentials_error(self):CODE
LOWsrc/prometheus-mcp-server/tests/test_aws_credentials.py99 def test_validate_client_error(self):CODE
LOW…/prometheus-mcp-server/tests/test_prometheus_client.py26 async def test_make_request_success(self):CODE
LOW…/prometheus-mcp-server/tests/test_prometheus_client.py40 async def test_make_request_invalid_endpoint_type(self):CODE
LOW…/prometheus-mcp-server/tests/test_prometheus_client.py52 async def test_make_request_dangerous_endpoint(self):CODE
LOW…/prometheus-mcp-server/tests/test_prometheus_client.py64 async def test_make_request_dangerous_params(self):CODE
LOW…/prometheus-mcp-server/tests/test_prometheus_client.py80 async def test_make_request_api_url_construction(self):CODE
LOW…/prometheus-mcp-server/tests/test_prometheus_client.py86 async def test_make_request_api_error(self):CODE
LOW…/prometheus-mcp-server/tests/test_prometheus_client.py92 async def test_make_request_network_error_with_retry(self):CODE
LOW…/prometheus-mcp-server/tests/test_prometheus_client.py98 async def test_make_request_max_retries_exceeded(self):CODE
LOW…/prometheus-mcp-server/tests/test_prometheus_client.py104 async def test_make_request_no_credentials(self):CODE
LOW…c/prometheus-mcp-server/tests/test_workspace_config.py30 def test_get_prometheus_client(self):CODE
LOW…c/prometheus-mcp-server/tests/test_workspace_config.py61 async def test_get_workspace_details_success(self):CODE
LOW…c/prometheus-mcp-server/tests/test_workspace_config.py94 async def test_get_workspace_details_no_endpoint(self):CODE
LOW…c/prometheus-mcp-server/tests/test_workspace_config.py121 async def test_get_workspace_details_api_error(self):CODE
LOW…c/prometheus-mcp-server/tests/test_workspace_config.py139 async def test_configure_workspace_for_request_with_env_url(self, mock_context):CODE
LOW…c/prometheus-mcp-server/tests/test_workspace_config.py178 async def test_configure_workspace_for_request_with_env_url_connection_failure(CODE
LOW…c/prometheus-mcp-server/tests/test_workspace_config.py209 async def test_configure_workspace_for_request_no_env_url_no_workspace_id(self, mock_context):CODE
LOW…c/prometheus-mcp-server/tests/test_workspace_config.py224 async def test_configure_workspace_for_request_with_workspace_id(self, mock_context):CODE
LOW…c/prometheus-mcp-server/tests/test_workspace_config.py273 async def test_configure_workspace_for_request_with_workspace_id_connection_failure(CODE
LOW…c/prometheus-mcp-server/tests/test_workspace_config.py314 async def test_configure_workspace_for_request_unusual_workspace_id(self, mock_context):CODE
LOW…c/prometheus-mcp-server/tests/test_workspace_config.py361 async def test_configure_workspace_for_request_with_url_containing_workspace_id(CODE
LOW…metheus-mcp-server/tests/test_prometheus_connection.py28 async def test_test_connection_success(self):CODE
LOW…metheus-mcp-server/tests/test_prometheus_connection.py48 async def test_test_connection_access_denied(self):CODE
LOW…metheus-mcp-server/tests/test_prometheus_connection.py68 async def test_test_connection_resource_not_found(self):CODE
17433 more matches not shown…
Self-Referential Comments1356 hits · 4307 pts
SeverityFileLineSnippetContext
MEDIUM…mples/mcp-integration-with-kb/clients/client_server.py127 # Create a Bedrock LLMCOMMENT
MEDIUM…mples/mcp-integration-with-kb/clients/client_server.py145 # Create a ChatBedrock instance with toolsCOMMENT
MEDIUM…mples/mcp-integration-with-kb/clients/client_server.py206 # Create a new conversation with the tool response - use the original queryCOMMENT
MEDIUMscripts/verify_package_name.py16# This file is part of the awslabs namespace.COMMENT
MEDIUMscripts/verify_awslabs_init.py43# This file is part of the awslabs namespace.COMMENT
MEDIUM.github/workflows/typescript.yml87 # Define the namespaceCOMMENT
MEDIUM…zon-qbusiness-anonymous-mcp-server/awslabs/__init__.py15# This file is part of the awslabs namespace.COMMENT
MEDIUMsrc/prometheus-mcp-server/awslabs/__init__.py15# This file is part of the awslabs namespace.COMMENT
MEDIUM…eus-mcp-server/awslabs/prometheus_mcp_server/server.py280 # Create a fresh session and client for each attemptCOMMENT
MEDIUM…eus-mcp-server/awslabs/prometheus_mcp_server/server.py427 # Create a new session to force credentials to reloadCOMMENT
MEDIUM…eus-mcp-server/awslabs/prometheus_mcp_server/server.py862 # Create a basic entry for the configured workspaceSTRING
MEDIUM…ometheus-mcp-server/tests/test_coverage_improvement.py121 # The following code is kept for reference but not executedCOMMENT
MEDIUMsrc/aws-transform-mcp-server/awslabs/__init__.py15# This file is part of the awslabs namespace.COMMENT
MEDIUMsrc/aws-transform-mcp-server/tests/test_artifact.py60 # Create a temp fileCOMMENT
MEDIUM…c/aws-transform-mcp-server/tests/test_upload_helper.py188 # Create a real temp fileCOMMENT
MEDIUMsrc/ecs-mcp-server/awslabs/__init__.py15# This file is part of the awslabs namespace.COMMENT
MEDIUM…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py269 # Create a mock ECR result for later useCOMMENT
MEDIUMsrc/ecs-mcp-server/awslabs/ecs_mcp_server/api/status.py367 "# Create a hosted zone for your domain",CODE
MEDIUM…rver/awslabs/ecs_mcp_server/modules/troubleshooting.py45 # Create a valid function name from the patternCOMMENT
MEDIUM…ecs-mcp-server/tests/unit/test_security_integration.py25 # Create a mock function that returns a response with PIICOMMENT
MEDIUM…ecs-mcp-server/tests/unit/test_security_integration.py67 # Create a mock function that returns a response with nested PIICOMMENT
MEDIUM…ecs-mcp-server/tests/unit/test_security_integration.py125 # Create a mock AWS client response with PIICOMMENT
MEDIUM…ecs-mcp-server/tests/unit/test_security_integration.py144 # Create a mock function that returns the AWS responseCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_delete.py321 # Create a mock CF client with the right behaviorCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_delete.py415 # Create a mock CF client with the right behaviorCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_delete.py653 # Create a mock CF client with the right behaviorCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_delete.py706 # Create a mock CF client with the right behaviorCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py166 # Create a mock boto3COMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py85 # Create a mock to be used within AwsClientFactoryCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py129 # Create a test class to simulate ClientContextManagerCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py204 # Create a mock boto3COMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py232 # Import the necessary modulesCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py260 # Create a mock boto3COMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py305 # Create a mock that can be used as an awaitable clientCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py361 # Create a mock STS clientCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py395 # Create a mock STS client that raises an exceptionCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py501 # Create a mock EC2 clientCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py540 # Create a mock EC2 client that returns no VPCsCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py571 # Create a mock EC2 clientCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py611 # Create a mock EC2 clientCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py629 # Create a mock EC2 clientCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py656 # Create a mock ECR clientCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py689 # Create a mock ECR clientCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py735 # Create a mock ECR clientCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py893 # Create a mock EC2 clientCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/test_aws_utils.py928 # Create a mock EC2 clientCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/utils/test_security.py164 # Create a temporary fileCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/utils/test_security.py182 # Create a temporary fileCOMMENT
MEDIUMsrc/ecs-mcp-server/tests/unit/utils/test_security.py230 # Create a JSON array instead of a JSON objectCOMMENT
MEDIUM…-mcp-server/tests/unit/utils/test_security_extended.py70 # Create a mock async functionCOMMENT
MEDIUM…-mcp-server/tests/unit/utils/test_security_extended.py73 # Create a config that allows the permissionCOMMENT
MEDIUM…-mcp-server/tests/unit/utils/test_security_extended.py91 # Create a mock async functionCOMMENT
MEDIUM…-mcp-server/tests/unit/utils/test_security_extended.py94 # Create a config that denies the permissionCOMMENT
MEDIUM…-mcp-server/tests/unit/utils/test_security_extended.py116 # Create a mock async functionCOMMENT
MEDIUM…-mcp-server/tests/unit/utils/test_security_extended.py119 # Create a config that denies the permissionCOMMENT
MEDIUM…nit/troubleshooting_tools/test_fetch_service_events.py28 # Create a test service with eventsCOMMENT
MEDIUM…nit/troubleshooting_tools/test_fetch_service_events.py261 # Define a service with a load balancer configurationCOMMENT
MEDIUM…nit/troubleshooting_tools/test_fetch_service_events.py292 # Define a service with load balancer but no targetGroupArnCOMMENT
MEDIUM…nit/troubleshooting_tools/test_fetch_service_events.py326 # Define a service with load balancer but no containerPortCOMMENT
MEDIUM…oubleshooting_tools/test_detect_image_pull_failures.py666 # Define a function that will be called inside detect_image_pull_failuresCOMMENT
1296 more matches not shown…
Decorative Section Separators1044 hits · 3630 pts
SeverityFileLineSnippetContext
MEDIUM…-mcp-server/awslabs/aws_transform_mcp_server/server.py57# ---------------------------------------------------------------------------COMMENT
MEDIUM…-mcp-server/awslabs/aws_transform_mcp_server/server.py61# ---------------------------------------------------------------------------COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/config_store.py177 # ── FES config ──────────────────────────────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/config_store.py205 # ── Persistence ─────────────────────────────────────────────────────COMMENT
MEDIUM…-mcp-server/awslabs/aws_transform_mcp_server/consts.py20# ── FES (Front End Service) targets ──────────────────────────────────────COMMENT
MEDIUM…-mcp-server/awslabs/aws_transform_mcp_server/consts.py24# ── TCP (Transform Control Plane) ────────────────────────────────────────COMMENT
MEDIUM…-mcp-server/awslabs/aws_transform_mcp_server/consts.py28# ── Client identity ───────────────────────────────────────────────────────COMMENT
MEDIUM…-mcp-server/awslabs/aws_transform_mcp_server/consts.py32# ── FES SigV4 ───────────────────────────────────────────────────────────COMMENT
MEDIUM…-mcp-server/awslabs/aws_transform_mcp_server/consts.py35# ── HTTP retry / timeout ─────────────────────────────────────────────────COMMENT
MEDIUM…-mcp-server/awslabs/aws_transform_mcp_server/consts.py42# ── Token refresh ────────────────────────────────────────────────────────COMMENT
MEDIUM…-mcp-server/awslabs/aws_transform_mcp_server/consts.py45# ── Persisted config path ────────────────────────────────────────────────COMMENT
MEDIUM…-mcp-server/awslabs/aws_transform_mcp_server/consts.py48# ── OAuth scope ──────────────────────────────────────────────────────────COMMENT
MEDIUM…-mcp-server/awslabs/aws_transform_mcp_server/consts.py51# ── FES deployed regions (for profile discovery fan-out) ─────────────────COMMENT
MEDIUM…-mcp-server/awslabs/aws_transform_mcp_server/consts.py64# ── Fan-out timeout for profile discovery (seconds per region) ──────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py31# ── Result type ───────────────────────────────────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py46# ── AutoForm metadata helper ─────────────────────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py62# ── Artifact-diff merge helpers ──────────────────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py81# ── Per-component customization type ─────────────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py112# ── Preprocess functions ──────────────────────────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py307# ── CUSTOMIZATIONS dict ──────────────────────────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py360 # ── Dotnet components ──────────────────────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py455 # ── Mainframe display components ─────────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py528 # ── Mainframe S3 path input components ─────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py585 # ── Mainframe selection components ─────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py611 # ── Mainframe complex components ───────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py658 # ── Other components ─────────────────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py672# ── DynamicHITLRenderEngine field extraction ─────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py746# ── AutoForm field extraction from agent artifacts ───────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py791# ── Dynamic output schema builder ────────────────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py885# ── Task enrichment ──────────────────────────────────────────────────────COMMENT
MEDIUM…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py966# ── Validate + normalize + auto-fill ─────────────────────────────────────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tool_utils.py23# ── MCP tool annotations ─────────────────────────────────────────────────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tool_utils.py68# ── Job response trimming ─────────────────────────────────────────────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tool_utils.py149# ── Result builders ──────────────────────────────────────────────────────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tool_utils.py243# ── S3 download helper ───────────────────────────────────────────────────COMMENT
MEDIUM…slabs/aws_transform_mcp_server/transform_api_client.py76# ── boto3 client helpers ────────────────────────────────────────────────COMMENT
MEDIUM…slabs/aws_transform_mcp_server/transform_api_client.py243# ── Pagination helper ───────────────────────────────────────────────────COMMENT
MEDIUM…slabs/aws_transform_mcp_server/transform_api_client.py310# ── Main entry point ───────────────────────────────────────────────────COMMENT
MEDIUM…slabs/aws_transform_mcp_server/transform_api_models.py39# ── Base class ────────────────────────────────────────────────────────────COMMENT
MEDIUM…slabs/aws_transform_mcp_server/transform_api_models.py55# ── Shared nested models ──────────────────────────────────────────────────COMMENT
MEDIUM…slabs/aws_transform_mcp_server/transform_api_models.py333# ── Request models ────────────────────────────────────────────────────────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tcp_client.py36# ── TCP operations ──────────────────────────────────────────────────────COMMENT
MEDIUM…er/awslabs/aws_transform_mcp_server/tools/configure.py225 # ── Cookie mode parameters ─────────────────────────────────────COMMENT
MEDIUM…er/awslabs/aws_transform_mcp_server/tools/configure.py244 # ── SSO mode parameters ────────────────────────────────────────COMMENT
MEDIUM…er/awslabs/aws_transform_mcp_server/tools/configure.py287 # ── Reset ───────────────────────────────────────────────────────COMMENT
MEDIUM…er/awslabs/aws_transform_mcp_server/tools/configure.py328 # ── Cookie auth ─────────────────────────────────────────────────COMMENT
MEDIUM…er/awslabs/aws_transform_mcp_server/tools/configure.py378 # ── SSO / Bearer auth ───────────────────────────────────────────COMMENT
MEDIUM…er/awslabs/aws_transform_mcp_server/tools/configure.py642 # ── FES status ──────────────────────────────────────────────────COMMENT
MEDIUM…er/awslabs/aws_transform_mcp_server/tools/configure.py742 # ── SigV4 status (auto-detect + STS validation) ────────────────COMMENT
MEDIUM…er/awslabs/aws_transform_mcp_server/tools/configure.py792 # ── AWS credential API status ──────────────────────────────────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tools/hitl.py227 # ── Step 1: Fetch the task ──────────────────────────────────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tools/hitl.py240 # ── Step 1b: Validate action against severity/category ──────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tools/hitl.py268 # ── TOOL_APPROVAL fast path ─────────────────────────────────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tools/hitl.py290 # ── Step 2: Upload file if provided ─────────────────────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tools/hitl.py306 # ── Step 3: Download agent artifact for validation ──────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tools/hitl.py317 # ── Step 4: Build response content ──────────────────────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tools/hitl.py320 # ── Step 5: Validate and format ─────────────────────────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tools/hitl.py329 # ── Step 6: Upload response artifact ────────────────────COMMENT
MEDIUM…-server/awslabs/aws_transform_mcp_server/tools/hitl.py338 # ── Step 7: Route to correct API based on action ────────COMMENT
MEDIUM…slabs/aws_transform_mcp_server/tools/list_resources.py58# ── Constants ──────────────────────────────────────────────────────────────COMMENT
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Over-Commented Block2084 hits · 1960 pts
SeverityFileLineSnippetContext
LOWtrivy.yaml1---COMMENT
LOWDESIGN_GUIDELINES.md161 update_changelog_on_bump = trueCOMMENT
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LOW…with-nova-canvas/user_interfaces/image_generator_st.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…cp-server/sample_state_machines/customer-create/app.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…ver/sample_state_machines/customer-info-from-id/app.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…er/sample_state_machines/customer-id-from-email/app.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…mples/mcp-integration-with-kb/clients/client_server.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…integration-with-kb/user_interfaces/chat_bedrock_st.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWtesting/__init__.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWtesting/types.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWtesting/pytest_utils.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWtesting/mcp_test_client.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWtesting/mcp_test_runner.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWscripts/verify_tool_names.py1#!/usr/bin/env python3COMMENT
LOWscripts/verify_package_name.py1#!/usr/bin/env python3COMMENT
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LOWscripts/verify_awslabs_init.py21# limitations under the License.COMMENT
LOW.github/workflows/bandit.yml41 # Report only issues of a given severity level or higher. Can be LOW, MEDIUM or HIGH. Default is UNDEFINED (evCOMMENT
LOW.github/workflows/release.py1#!/usr/bin/env uv run --scriptCOMMENT
LOW.github/workflows/check-license-header-hash.txt1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW.github/workflows/codeql.yml1# For most projects, this workflow file will not need changing; you simply needCOMMENT
LOW.github/workflows/semgrep-requirements.txt1# This file was autogenerated by uv via the following command:COMMENT
LOW.github/workflows/check-license-header-slash.txt1// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…thub/actions/build-and-push-container-image/action.yml1---COMMENT
LOW…n-qbusiness-anonymous-mcp-server/docker-healthcheck.sh1#!/bin/shCOMMENT
LOW…zon-qbusiness-anonymous-mcp-server/awslabs/__init__.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…wslabs/amazon_qbusiness_anonymous_mcp_server/server.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…labs/amazon_qbusiness_anonymous_mcp_server/__init__.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…slabs/amazon_qbusiness_anonymous_mcp_server/clients.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…mazon-qbusiness-anonymous-mcp-server/tests/__init__.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…on-qbusiness-anonymous-mcp-server/tests/test_server.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…azon-qbusiness-anonymous-mcp-server/tests/test_main.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…azon-qbusiness-anonymous-mcp-server/tests/test_init.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWsrc/prometheus-mcp-server/docker-healthcheck.sh1#!/bin/shCOMMENT
LOWsrc/prometheus-mcp-server/awslabs/__init__.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…eus-mcp-server/awslabs/prometheus_mcp_server/server.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…eus-mcp-server/awslabs/prometheus_mcp_server/models.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…s-mcp-server/awslabs/prometheus_mcp_server/__init__.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…eus-mcp-server/awslabs/prometheus_mcp_server/consts.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…prometheus-mcp-server/tests/test_security_validator.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWsrc/prometheus-mcp-server/tests/conftest.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWsrc/prometheus-mcp-server/tests/test_server_coverage.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWsrc/prometheus-mcp-server/tests/test_aws_credentials.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…/prometheus-mcp-server/tests/test_prometheus_client.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…c/prometheus-mcp-server/tests/test_workspace_config.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWsrc/prometheus-mcp-server/tests/test_models.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…metheus-mcp-server/tests/test_prometheus_connection.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWsrc/prometheus-mcp-server/tests/test_tools.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWsrc/prometheus-mcp-server/tests/test_main.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWsrc/prometheus-mcp-server/tests/test_init.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…ometheus-mcp-server/tests/test_coverage_improvement.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWsrc/prometheus-mcp-server/tests/test_consts.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWsrc/prometheus-mcp-server/tests/test_config_manager.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOWsrc/aws-transform-mcp-server/awslabs/__init__.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…-mcp-server/awslabs/aws_transform_mcp_server/server.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…m-mcp-server/awslabs/aws_transform_mcp_server/audit.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…-mcp-server/awslabs/aws_transform_mcp_server/models.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…cp-server/awslabs/aws_transform_mcp_server/__init__.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
LOW…erver/awslabs/aws_transform_mcp_server/config_store.py1# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.COMMENT
2024 more matches not shown…
Docstring Block Structure377 hits · 1870 pts
SeverityFileLineSnippetContext
HIGH.github/workflows/release.py49Validate path for security issues including path traversal. Args: path: Path to validate allowed_baSTRING
HIGH.github/workflows/release.py83Validate and sanitize package name. Args: name: Package name to validate Returns: Validated paSTRING
HIGH.github/workflows/release.py151Securely read file with validation. Args: file_path: Path to file encoding: File encoding RetuSTRING
HIGH…wslabs/amazon_qbusiness_anonymous_mcp_server/server.py52MCP tool to query Amazon Q Business and return a formatted response. This tool provides a Model Context Protocol inSTRING
HIGH…slabs/amazon_qbusiness_anonymous_mcp_server/clients.py60Execute a synchronous chat query against Amazon Q Business. Args: client (boto3.client): Configured Q BusinSTRING
HIGH…eus-mcp-server/awslabs/prometheus_mcp_server/server.py231Make a request to the Prometheus HTTP API with AWS SigV4 authentication. Args: prometheus_url: The STRING
HIGH…-server/awslabs/aws_transform_mcp_server/http_utils.py76Make an HTTP request with exponential-backoff retry on transient errors. Retries on status codes in RETRYABLE_STATUSTRING
HIGH…rver/awslabs/aws_transform_mcp_server/upload_helper.py62Upload a JSON string as an artifact and return the artifactId. 3-step flow: 1. SHA256 of content bytes -> basSTRING
HIGH…rver/awslabs/aws_transform_mcp_server/upload_helper.py134Upload a binary file to the artifact store. Returns the artifact ID. Args: workspace_id: The workspace idenSTRING
HIGH…-server/awslabs/aws_transform_mcp_server/tcp_client.py84Call a TCP (Transform Control Plane) operation with SigV4 signing and retries. Credentials are resolved from boto3'STRING
HIGH…cs-mcp-server/awslabs/ecs_mcp_server/utils/security.py50 Validates application name to ensure it complies with AWS ECS/ECR naming requirements. Requirements: - LenSTRING
HIGH…cs-mcp-server/awslabs/ecs_mcp_server/utils/security.py101 Validates file path to prevent directory traversal attacks. Args: path: The file path to validate STRING
HIGH…cs-mcp-server/awslabs/ecs_mcp_server/utils/security.py136 Validates a CloudFormation template against basic schema requirements. Args: template_path: Path to thSTRING
HIGH…cs-mcp-server/awslabs/ecs_mcp_server/utils/security.py186 Checks if the specified permission is allowed based on configuration settings. Args: config: The MCP sSTRING
HIGH…/ecs-mcp-server/awslabs/ecs_mcp_server/utils/docker.py74 Builds and pushes a Docker image to ECR. Args: app_path: Path to the application directory containing STRING
HIGHsrc/ecs-mcp-server/awslabs/ecs_mcp_server/utils/aws.py215 Gets ECR login password for Docker authentication. Args: role_arn: ARN of the ECR push/pull role to usSTRING
HIGH…rver/awslabs/ecs_mcp_server/api/ecs_troubleshooting.py375 ECS troubleshooting tool. This tool provides access to all ECS troubleshooting operations through a single STRING
HIGH…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py42 Prepares CloudFormation template files for ECR and ECS infrastructure. Creates the cloudformation-templates dirSTRING
HIGH…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py120 Creates complete ECS infrastructure using CloudFormation. This method combines the creation of ECR and ECS infrSTRING
HIGH…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py436 Gets the latest image tag from ECR for the given repository. Args: app_name: Name of the application STRING
HIGH…rver/awslabs/ecs_mcp_server/api/resource_management.py109 Convert CamelCase to snake_case. This function is used to convert AWS API operation names from their CamelCaseSTRING
HIGH…c/ecs-mcp-server/awslabs/ecs_mcp_server/api/express.py43 Creates ECR infrastructure and build & pushes an image to ECR. This function: 1. Creates ECR repository anSTRING
HIGH…rver/awslabs/ecs_mcp_server/modules/troubleshooting.py71 ECS troubleshooting tool with multiple diagnostic actions. This tool provides access to all ECS troublSTRING
HIGH…s-mcp-server/awslabs/ecs_mcp_server/modules/express.py58 Creates ECR infrastructure and builds/pushes a Docker image to ECR. This tool automates the complete ESTRING
HIGH…s-mcp-server/awslabs/ecs_mcp_server/modules/express.py137 Validates prerequisites for ECS Express Mode deployment. This tool checks that all required resources STRING
HIGH…s-mcp-server/awslabs/ecs_mcp_server/modules/express.py254 Deletes a complete Express Mode deployment including service and ECR infrastructure. This tool performSTRING
HIGH…s-mcp-server/awslabs/ecs_mcp_server/modules/express.py339 Waits for ECS tasks in a service to reach RUNNING status. This tool polls the service every 10 secondsSTRING
HIGH…ql-mcp-server/awslabs/aurora_dsql_mcp_server/server.py704Proxy a request to the remote knowledge MCP server. Args: method: The MCP tool method name to call STRING
HIGH…server/awslabs/valkey_mcp_server/tools/valkey_write.py146Execute a mutating Valkey command. Write tier — allowlisted mutations only. Destructive commands (FLUSHALL, SHUSTRING
HIGH…-server/awslabs/valkey_mcp_server/tools/valkey_read.py114Execute a read-only Valkey command. Safe tier — always available, even in readonly mode. Only allowlisted read-STRING
HIGH…server/awslabs/valkey_mcp_server/tools/valkey_admin.py76Execute a destructive Valkey command. Admin tier — disabled by default. Requires both: 1. Server config: VALKEYSTRING
HIGH…cp-server/awslabs/valkey_mcp_server/embeddings/base.py31Generate an embedding vector from text. Args: text: Input text to embed Returns: STRING
HIGH…ver/awslabs/aws_documentation_mcp_server/server_aws.py197Extract specific sections from AWS documentation pages by title. Retrieves a page, converts to markdown, and returnSTRING
HIGH…agentcore_mcp_server/tools/browser/snapshot_manager.py400Resolve a ref to a Playwright Locator. Args: page: Playwright Page to locate elements on. STRING
HIGH…entcore_mcp_server/tools/browser/connection_manager.py90Get the Browser instance for a session. Args: session_id: AgentCore browser session identifier. STRING
HIGH…entcore_mcp_server/tools/browser/connection_manager.py109Get the first browser context for a session. Args: session_id: AgentCore browser session identifierSTRING
HIGH…entcore_mcp_server/tools/browser/connection_manager.py127Get the active page for a session. Returns the explicitly set active page if one exists and is still open, STRING
HIGH…_agentcore_mcp_server/tools/code_interpreter/client.py109Get the client for an active session. Args: session_id: The session ID to look up. Returns: ThSTRING
HIGH…azon_bedrock_agentcore_mcp_server/utils/doc_fetcher.py48Fetch content from a URL with proper headers and timeout. Args: url: The URL to fetch Returns: STRING
HIGH…azon_bedrock_agentcore_mcp_server/utils/doc_fetcher.py65Parse an llms.txt file and extract document links. Args: url: URL of the llms.txt file to parse ReturnSTRING
HIGH…azon_bedrock_agentcore_mcp_server/utils/doc_fetcher.py137Fetch a web page and return cleaned content. Args: page_url: URL of the page to fetch Returns: STRING
HIGH…on_bedrock_agentcore_mcp_server/utils/url_validator.py113Validate URLs based on allowed domains. Args: urls: Single URL string or list of URLs to validate aSTRING
HIGH…mcp-server/tests/browser/test_integ_browser_session.py170Extract the element ref for a given role and name from snapshot text. Args: snapshot_text: Accessibility trSTRING
HIGH…s/aws_healthomics_mcp_server/tools/workflow_linting.py370Get the appropriate linter for the given workflow format. Args: workflow_format: The workflow format ('wdl'STRING
HIGH…aws_healthomics_mcp_server/tools/workflow_execution.py48Parse ISO datetime string to datetime object. Args: iso_string: ISO format datetime string Returns: STRING
HIGH…aws_healthomics_mcp_server/tools/workflow_execution.py202Start a workflow run. Args: ctx: MCP context for error reporting workflow_id: ID of the workflow toSTRING
HIGH…s_healthomics_mcp_server/tools/genomics_file_search.py83Search for genomics files across S3 buckets, HealthOmics sequence stores, and reference stores. This tool provides STRING
HIGH…bs/aws_healthomics_mcp_server/tools/codeconnections.py123List available CodeConnections. This function retrieves existing CodeConnections that can be used with HealthOmSTRING
HIGH…bs/aws_healthomics_mcp_server/tools/codeconnections.py226Create a new CodeConnection. This function creates a new AWS CodeConnection for connecting to a third-party GitSTRING
HIGH…bs/aws_healthomics_mcp_server/tools/codeconnections.py313Get details about a specific CodeConnection. This function retrieves detailed information about a specific AWS STRING
HIGH…/awslabs/aws_healthomics_mcp_server/tools/ecr_tools.py2101Get or create the CodeBuild project for container cloning. Args: codebuild_client: boto3 CodeBuild client STRING
HIGH…_healthomics_mcp_server/tools/reference_store_tools.py29Resolve the reference store ID. AWS HealthOmics allows only one reference store per account per region. If no rSTRING
HIGH…/awslabs/aws_healthomics_mcp_server/tools/run_batch.py106Start a new HealthOmics run batch. Args: ctx: MCP context for error reporting workflow_id: ID of thSTRING
HIGH…/awslabs/aws_healthomics_mcp_server/utils/aws_utils.py129Get an AWS session with the centralized region configuration. Args: region_name: Optional region override. STRING
HIGH…/awslabs/aws_healthomics_mcp_server/utils/aws_utils.py215Generic AWS client factory for any service. Args: service_name: Name of the AWS service (e.g., 'omics', 'loSTRING
HIGH…/awslabs/aws_healthomics_mcp_server/utils/aws_utils.py242Get an AWS HealthOmics client. Args: region_name: Optional region override profile_name: Optional ASTRING
HIGH…/awslabs/aws_healthomics_mcp_server/utils/aws_utils.py274Get an AWS CloudWatch Logs client. Args: region_name: Optional region override profile_name: OptionSTRING
HIGH…/awslabs/aws_healthomics_mcp_server/utils/aws_utils.py293Get an AWS CodeConnections client. Args: region_name: Optional region override profile_name: OptionSTRING
HIGH…/awslabs/aws_healthomics_mcp_server/utils/aws_utils.py312Get an AWS ECR client. Args: region_name: Optional region override profile_name: Optional AWS profiSTRING
HIGH…/awslabs/aws_healthomics_mcp_server/utils/aws_utils.py331Get an AWS CodeBuild client. Args: region_name: Optional region override profile_name: Optional AWSSTRING
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Excessive Try-Catch Wrapping1935 hits · 1794 pts
SeverityFileLineSnippetContext
LOWDESIGN_GUIDELINES.md888except Exception as e:CODE
LOWDESIGN_GUIDELINES.md949 except Exception as e:CODE
LOW…-integration-with-nova-canvas/clients/client_server.py47except Exception as e:CODE
LOW…-integration-with-nova-canvas/clients/client_server.py171 except Exception as e:CODE
LOW…-integration-with-nova-canvas/clients/client_server.py294 except Exception as e:CODE
LOW…-integration-with-nova-canvas/clients/client_server.py321 except Exception as e:CODE
LOW…-integration-with-nova-canvas/clients/client_server.py336 except Exception as e:CODE
LOW…with-nova-canvas/user_interfaces/image_generator_st.py281 except Exception as e:CODE
LOW…cp-server/sample_state_machines/customer-create/app.py74 except Exception as e:CODE
LOW…ver/sample_state_machines/customer-info-from-id/app.py72 except Exception as e:CODE
LOW…er/sample_state_machines/customer-id-from-email/app.py45 except Exception as e:CODE
LOW…mples/mcp-integration-with-kb/clients/client_server.py52except Exception as e:CODE
LOW…mples/mcp-integration-with-kb/clients/client_server.py227 except Exception as e:CODE
LOW…mples/mcp-integration-with-kb/clients/client_server.py242 except Exception as e:CODE
LOW…integration-with-kb/user_interfaces/chat_bedrock_st.py148 except Exception as e:CODE
LOWtesting/pytest_utils.py139 except Exception as e:CODE
LOWtesting/mcp_test_client.py56 except Exception as e:CODE
LOWtesting/mcp_test_client.py70 except Exception as e:CODE
LOWtesting/mcp_test_client.py83 except Exception as e:CODE
LOWtesting/mcp_test_client.py93 except Exception as e:CODE
LOWtesting/mcp_test_client.py103 except Exception as e:CODE
LOWtesting/mcp_test_client.py113 except Exception as e:CODE
LOWtesting/mcp_test_client.py123 except Exception as e:CODE
LOWtesting/mcp_test_client.py133 except Exception as e:CODE
LOWtesting/mcp_test_client.py143 except Exception as e:CODE
LOWtesting/mcp_test_runner.py72 except Exception as e:CODE
LOWtesting/mcp_test_runner.py147 except Exception as e:CODE
LOWtesting/mcp_test_runner.py186 except Exception as e:CODE
LOWtesting/mcp_test_runner.py225 except Exception as e:CODE
LOWtesting/mcp_test_runner.py248 except Exception as e:CODE
LOWtesting/mcp_test_runner.py281 except Exception as e:CODE
LOWtesting/mcp_test_runner.py312 except Exception as e:CODE
LOWtesting/mcp_test_runner.py344 except Exception as e:CODE
LOWtesting/mcp_test_runner.py395 except Exception as e:CODE
MEDIUMscripts/verify_tool_names.py48 print('Error: tomllib (Python 3.11+) or tomli package is required', file=sys.stderr)CODE
LOWscripts/verify_tool_names.py72 except Exception as e:CODE
MEDIUMscripts/verify_tool_names.py318 print(f"Error: Package directory '{package_dir}' does not exist", file=sys.stderr)CODE
MEDIUMscripts/verify_tool_names.py322 print(f"Error: pyproject.toml not found in '{package_dir}'", file=sys.stderr)CODE
MEDIUMscripts/verify_tool_names.py366 print(f'Error: {e}', file=sys.stderr)CODE
LOWscripts/verify_tool_names.py368 except Exception as e:CODE
MEDIUMscripts/verify_package_name.py40 print('Error: tomllib (Python 3.11+) or tomli package is required', file=sys.stderr)CODE
LOWscripts/verify_package_name.py53 except Exception as e:CODE
LOWscripts/verify_package_name.py77 except Exception:CODE
MEDIUMscripts/verify_package_name.py268 print(f"Error: Package directory '{package_dir}' does not exist", file=sys.stderr)CODE
MEDIUMscripts/verify_package_name.py272 print(f"Error: pyproject.toml not found in '{package_dir}'", file=sys.stderr)CODE
MEDIUMscripts/verify_package_name.py313 print(f'Error: {e}', file=sys.stderr)CODE
LOWscripts/verify_package_name.py315 except Exception as e:CODE
LOWscripts/verify_awslabs_init.py84 except Exception as e:CODE
LOW.github/workflows/release.py77 except Exception as e:CODE
LOW.github/workflows/release.py172 except Exception as e:CODE
LOW.github/workflows/release.py199 except Exception as e:CODE
LOW.github/workflows/release.py242 except Exception as e:CODE
LOW.github/workflows/release.py258 except Exception as e:CODE
LOW.github/workflows/release.py295 except Exception as e:CODE
LOW.github/workflows/release.py324 except Exception as e:CODE
LOW.github/workflows/release.py344 except Exception as e:CODE
LOW.github/workflows/release.py411 except Exception as e:CODE
LOW.github/workflows/release.py442 except Exception as e:CODE
LOW.github/workflows/release.py454 except Exception as e:CODE
LOW.github/workflows/release.py464 except Exception as e:CODE
1875 more matches not shown…
Cross-File Repetition300 hits · 1500 pts
SeverityFileLineSnippetContext
HIGH…azon-qbusiness-anonymous-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/prometheus-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/aurora-dsql-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGH…amazon-bedrock-agentcore-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/aws-healthomics-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/s3-tables-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/aws-dataprocessing-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/amazon-keyspaces-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/eks-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/sagemaker-ai-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/memcached-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGH…/timestream-for-influxdb-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGH…c/aws-for-sap-management-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/cloudtrail-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/openapi-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/elasticache-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGH…rock-custom-model-import-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/documentdb-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/redshift-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/aws-iot-sitewise-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/amazon-qindex-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/amazon-neptune-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/amazon-kendra-index-mcp-server/tests/test_init.py0test that __version__ is defined and follows semantic versioning.STRING
HIGHsrc/aws-transform-mcp-server/tests/test_hitl.py0extract the parsed json payload from an mcp result envelope.STRING
HIGHsrc/aws-transform-mcp-server/tests/test_job.py0extract the parsed json payload from an mcp result envelope.STRING
HIGHsrc/aws-transform-mcp-server/tests/test_artifact.py0extract the parsed json payload from an mcp result envelope.STRING
HIGHsrc/aws-transform-mcp-server/tests/test_workspace.py0extract the parsed json payload from an mcp result envelope.STRING
HIGHsrc/aws-transform-mcp-server/tests/test_chat.py0extract the parsed json payload from an mcp result envelope.STRING
HIGHsrc/aws-transform-mcp-server/tests/test_job_status.py0extract the parsed json payload from an mcp result envelope.STRING
HIGH…/ecs-mcp-server/tests/unit/test_resource_management.py0test ecs_api_operation function with describeclusters operation.STRING
HIGH…r/tests/unit/test_resource_management_api_operation.py0test ecs_api_operation function with describeclusters operation.STRING
HIGH…-server/tests/unit/api/test_resource_management_api.py0test ecs_api_operation function with describeclusters operation.STRING
HIGH…/ecs-mcp-server/tests/unit/test_resource_management.py0test ecs_api_operation function with an unsupported operation.STRING
HIGH…r/tests/unit/test_resource_management_api_operation.py0test ecs_api_operation function with an unsupported operation.STRING
HIGH…-server/tests/unit/api/test_resource_management_api.py0test ecs_api_operation function with an unsupported operation.STRING
HIGH…/ecs-mcp-server/tests/unit/test_resource_management.py0test ecs_api_operation function with listtasks operation.STRING
HIGH…r/tests/unit/test_resource_management_api_operation.py0test ecs_api_operation function with listtasks operation.STRING
HIGH…-server/tests/unit/api/test_resource_management_api.py0test ecs_api_operation function with listtasks operation.STRING
HIGH…/ecs-mcp-server/tests/unit/test_resource_management.py0test ecs_api_operation function with createservice operation.STRING
HIGH…r/tests/unit/test_resource_management_api_operation.py0test ecs_api_operation function with createservice operation.STRING
HIGH…-server/tests/unit/api/test_resource_management_api.py0test ecs_api_operation function with createservice operation.STRING
HIGH…/ecs-mcp-server/tests/unit/test_resource_management.py0test ecs_api_operation function with an error from the aws api.STRING
HIGH…r/tests/unit/test_resource_management_api_operation.py0test ecs_api_operation function with an error from the aws api.STRING
HIGH…-server/tests/unit/api/test_resource_management_api.py0test ecs_api_operation function with an error from the aws api.STRING
HIGHsrc/ecs-mcp-server/tests/unit/conftest.py0create an instance of the default event loop for each test case.STRING
HIGH…cp-server/tests/unit/troubleshooting_tools/conftest.py0create an instance of the default event loop for each test case.STRING
HIGHsrc/ecs-mcp-server/tests/unit/api/conftest.py0create an instance of the default event loop for each test case.STRING
HIGH…-server/tests/unit/troubleshooting_tools/test_utils.py0clear aws client cache before each test to ensure isolation.STRING
HIGH…hooting_tools/test_get_ecs_troubleshooting_guidance.py0clear aws client cache before each test to ensure isolation.STRING
HIGH…ubleshooting_tools/test_fetch_cloudformation_status.py0clear aws client cache before each test to ensure isolation.STRING
HIGH…unit/troubleshooting_tools/test_fetch_task_failures.py0create a mock for boto3.client that returns specified clients.STRING
HIGH…sts/unit/troubleshooting_tools/test_fetch_task_logs.py0create a mock for boto3.client that returns specified clients.STRING
HIGH…ubleshooting_tools/test_fetch_network_configuration.py0create a mock for boto3.client that returns specified clients.STRING
HIGH…valkey-mcp-server/awslabs/valkey_mcp_server/context.py0initialize the context. args: readonly: whether to run in readonly modeSTRING
HIGH…hed-mcp-server/awslabs/memcached_mcp_server/context.py0initialize the context. args: readonly: whether to run in readonly modeSTRING
HIGH…e-mcp-server/awslabs/elasticache_mcp_server/context.py0initialize the context. args: readonly: whether to run in readonly modeSTRING
HIGH…valkey-mcp-server/awslabs/valkey_mcp_server/context.py0check if the server is running in readonly mode. returns: true if readonly mode is enabled, false otherwiseSTRING
HIGH…hed-mcp-server/awslabs/memcached_mcp_server/context.py0check if the server is running in readonly mode. returns: true if readonly mode is enabled, false otherwiseSTRING
HIGH…e-mcp-server/awslabs/elasticache_mcp_server/context.py0check if the server is running in readonly mode. returns: true if readonly mode is enabled, false otherwiseSTRING
HIGH…qs-mcp-server/awslabs/amazon_sns_sqs_mcp_server/sqs.py0check if the resource being mutated is tagged with mcp_server_version.STRING
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Redundant / Tautological Comments530 hits · 792 pts
SeverityFileLineSnippetContext
LOW…-integration-with-nova-canvas/clients/client_server.py190 # Check if use_improved_prompt is TrueCOMMENT
LOW…mples/mcp-integration-with-kb/clients/client_server.py173 # Check if Bedrock requested a toolCOMMENT
LOW…integration-with-kb/user_interfaces/chat_bedrock_st.py117 # Check if KB ID is set before processingCOMMENT
LOW…integration-with-kb/user_interfaces/chat_bedrock_st.py130 # Check if content is JSON and extract relevant partsCOMMENT
LOWscripts/verify_tool_names.py140 # Check if decorator is *.tool(...)COMMENT
LOWscripts/verify_tool_names.py161 # Check if this is a chained call like app.tool('name')(func)COMMENT
LOWscripts/verify_tool_names.py232 # Check if name is emptyCOMMENT
LOWscripts/verify_tool_names.py244 # Check if name matches the valid patternCOMMENT
LOWscripts/verify_tool_names.py353 # Print resultCOMMENT
LOW.github/workflows/release.yml105 # Check if release already existsCOMMENT
LOW.github/workflows/release.yml161 # Check if directory existsCOMMENT
LOW.github/workflows/release.yml204 # Check if DO_NOT_RELEASE file existsCOMMENT
LOW.github/workflows/release.yml326 # Check if directory existsCOMMENT
LOW.github/workflows/release-initiate-branch.yml58 # Check if directory existsCOMMENT
LOW.github/workflows/release-initiate-branch.yml143 # Check if branch already existsCOMMENT
LOW.github/workflows/release-initiate-branch.yml236 # Check if there are changes to commitCOMMENT
LOW.github/workflows/trivy.yml69 # Check if trivy-results.sarif is in the PR changesCOMMENT
LOW.github/workflows/release-merge-tag.yml97 # Check if tag already existsCOMMENT
LOW.github/workflows/aws-api-mcp-upgrade-version.yml95 # Check if branch already existsCOMMENT
LOW…n-qbusiness-anonymous-mcp-server/docker-healthcheck.sh18# Check if the server process is runningCOMMENT
LOW…wslabs/amazon_qbusiness_anonymous_mcp_server/server.py83 # Check if response has the expected structureCOMMENT
LOWsrc/prometheus-mcp-server/docker-healthcheck.sh18# Check if the server process is runningCOMMENT
LOW…eus-mcp-server/awslabs/prometheus_mcp_server/server.py1033 # Check if URL is configured in environmentCOMMENT
LOW…eus-mcp-server/awslabs/prometheus_mcp_server/server.py1038 # Check if the URL contains a workspace IDCOMMENT
LOW…eus-mcp-server/awslabs/prometheus_mcp_server/server.py1076 # Check if the URL contains a workspace IDCOMMENT
LOW…eus-mcp-server/awslabs/prometheus_mcp_server/server.py806 # Check if we already have a URL configured and if it contains a workspace IDSTRING
LOW…eus-mcp-server/awslabs/prometheus_mcp_server/server.py958 # Check if we have a URL from environmentSTRING
LOW…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py716 # Check if this node is an input component with a fieldIdCOMMENT
LOW…cs-mcp-server/awslabs/ecs_mcp_server/utils/security.py116 # Check if the path existsCOMMENT
LOWsrc/ecs-mcp-server/awslabs/ecs_mcp_server/utils/aws.py149 # Check if repository existsCOMMENT
LOWsrc/ecs-mcp-server/awslabs/ecs_mcp_server/utils/aws.py153 # Check if the error is RepositoryNotFoundExceptionCOMMENT
LOWsrc/ecs-mcp-server/awslabs/ecs_mcp_server/utils/aws.py393 # Check if image exists in ECRCOMMENT
LOWsrc/ecs-mcp-server/awslabs/ecs_mcp_server/api/delete.py210 # Check if stack is in a deletable stateCOMMENT
LOWsrc/ecs-mcp-server/awslabs/ecs_mcp_server/api/delete.py236 # Check if stack is in a deletable stateCOMMENT
LOW…rver/awslabs/ecs_mcp_server/api/ecs_troubleshooting.py411 # Check if sensitive data access is allowedCOMMENT
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py512 # Check if stack already existsCOMMENT
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py533 # Check if the error is "No updates are to be performed"COMMENT
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py656 # Check if stack already existsCOMMENT
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py697 # Check if the error is "No updates are to be performed"COMMENT
LOW…rver/awslabs/ecs_mcp_server/api/resource_management.py204 # Check if this is a write operation (not starting with "Describe" or "List")COMMENT
LOW…rver/awslabs/ecs_mcp_server/api/resource_management.py206 # Check if write operations are allowedCOMMENT
LOW…c/ecs-mcp-server/awslabs/ecs_mcp_server/api/express.py185 # Check if image exists in ECRCOMMENT
LOW…c/ecs-mcp-server/awslabs/ecs_mcp_server/api/express.py256 # Check if stack existsCOMMENT
LOW…ubleshooting_tools/get_ecs_troubleshooting_guidance.py154 # Check if repository existsCOMMENT
LOW…ubleshooting_tools/get_ecs_troubleshooting_guidance.py159 # Check if image with tag existsCOMMENT
LOW…pi/troubleshooting_tools/detect_image_pull_failures.py178 # Check if task definition has execution role for ECR image pullingCOMMENT
LOW…erver/api/troubleshooting_tools/fetch_task_failures.py224 # Check if cluster existsCOMMENT
LOW…i/troubleshooting_tools/fetch_cloudformation_status.py59 # Check if stack existsCOMMENT
LOW…rver/api/troubleshooting_tools/fetch_service_events.py201 # Check if service existsCOMMENT
LOWsrc/ecs-mcp-server/tests/llm_testing/run_tests.sh58 # Check if the scenario directory existsCOMMENT
LOWsrc/ecs-mcp-server/tests/llm_testing/run_tests.sh64 # Check if all required scripts existCOMMENT
LOW…/ecs-mcp-server/tests/llm_testing/utils/aws_helpers.sh118# Check if a task has failedCOMMENT
LOW…/ecs-mcp-server/tests/llm_testing/utils/aws_helpers.sh215# Check if CloudWatch logs contain error patternsCOMMENT
LOW…lm_testing/scenarios/02_service_failure/02_validate.sh85# Check if there are any failures - with retriesCOMMENT
LOW…ing/scenarios/01_cloudformation_failure/02_validate.sh39# Check if stack has failedCOMMENT
LOW…_testing/scenarios/03_task_exit_failure/02_validate.sh92# Check if task has stoppedCOMMENT
LOW…narios/04_network_configuration_failure/02_validate.sh113# Check if there are any failures in the service eventsCOMMENT
LOW…cenarios/05_resource_constraint_failure/02_validate.sh143 # Check if failure reason contains resource-related keywordsCOMMENT
LOW…/ecs-mcp-server/tests/integ/mcp-inspector/run-tests.sh59 # Check if the scenario directory existsCOMMENT
LOW…/ecs-mcp-server/tests/integ/mcp-inspector/run-tests.sh65 # Check if all required scripts existCOMMENT
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Structural Annotation Overuse368 hits · 621 pts
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LOW…aker-unified-studio-spark-upgrade-mcp-server/README.md120### Step 1: Configure AWS CLI ProfileCOMMENT
LOW…aker-unified-studio-spark-upgrade-mcp-server/README.md126### Step 2: if you are using Kiro CLI, use the following command to add the MCP configurationCOMMENT
LOWsrc/aws-transform-mcp-server/TROUBLESHOOTING.md9## Step 1: Detect EnvironmentCOMMENT
LOWsrc/aws-transform-mcp-server/TROUBLESHOOTING.md16## Step 2: Verify PrerequisitesCOMMENT
LOWsrc/aws-transform-mcp-server/TROUBLESHOOTING.md34## Step 3: Check MCP ConfigCOMMENT
LOWsrc/aws-transform-mcp-server/TROUBLESHOOTING.md141## Step 4: Check VS Code MCP Settings (VS Code only)COMMENT
LOWsrc/aws-transform-mcp-server/TROUBLESHOOTING.md165## Step 5: Test Server StartupCOMMENT
LOWsrc/aws-transform-mcp-server/TROUBLESHOOTING.md179## Step 6: Report Findings & Offer to FixCOMMENT
LOWsrc/aws-transform-mcp-server/TROUBLESHOOTING.md204## Step 7: Post-Fix VerificationCOMMENT
LOW…m-mcp-server/awslabs/aws_transform_mcp_server/oauth.py187 # Step 1: PKCECOMMENT
LOW…m-mcp-server/awslabs/aws_transform_mcp_server/oauth.py191 # Step 2: Register clientCOMMENT
LOW…m-mcp-server/awslabs/aws_transform_mcp_server/oauth.py210 # Step 3: Start callback serverCOMMENT
LOW…m-mcp-server/awslabs/aws_transform_mcp_server/oauth.py218 # Step 4: Build authorize URL and open browserCOMMENT
LOW…m-mcp-server/awslabs/aws_transform_mcp_server/oauth.py238 # Step 5: Wait for callbackCOMMENT
LOW…m-mcp-server/awslabs/aws_transform_mcp_server/oauth.py250 # Step 6: Exchange code for tokensCOMMENT
LOW…er/awslabs/aws_transform_mcp_server/tools/configure.py393 # Step 1: Run full OAuth flowCOMMENT
LOW…er/awslabs/aws_transform_mcp_server/tools/configure.py397 # Step 2: Fan out ListAvailableProfiles across all regionsCOMMENT
LOW…er/awslabs/aws_transform_mcp_server/tools/configure.py407 # Step 3: Select profile (elicitation or fallback)COMMENT
LOW…er/awslabs/aws_transform_mcp_server/tools/configure.py417 # Step 4: Verify session with selected profileCOMMENT
LOW…er/awslabs/aws_transform_mcp_server/tools/configure.py423 # Step 5: Build and save configCOMMENT
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py158 # Step 1: Prepare template filesCOMMENT
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py206 # Step 1: Create CFN files and deploy ECR to CFNCOMMENT
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py289 # Step 2: Build and deploy Docker imageCOMMENT
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py358 # Step 3: Deploy ECS infrastructureCOMMENT
LOW…c/ecs-mcp-server/awslabs/ecs_mcp_server/api/express.py339 # Step 1: Delete Express Gateway ServiceCOMMENT
LOW…c/ecs-mcp-server/awslabs/ecs_mcp_server/api/express.py345 # Step 2: Delete ECR InfrastructureCOMMENT
LOW…c/ecs-mcp-server/awslabs/ecs_mcp_server/api/express.py73 # Step 1: Create ECR repository infrastructure via CloudFormationCOMMENT
LOW…c/ecs-mcp-server/awslabs/ecs_mcp_server/api/express.py91 # Step 2: Build and push Docker imageCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1231 # Step 1: Mock list_task_definition_families responseCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1236 # Step 2: Mock list_task_definitions responses for each familyCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1508 # Step 1: Mock families responseCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1513 # Step 2: Mock empty task definitions responseCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1564 # Step 1: Mock families responseCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1569 # Step 2: Mock ClientError for list_task_definitionsCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1599 # Step 1: Mock families responseCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1604 # Step 2: Mock list_task_definitions responseCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1613 # Step 3: Mock ClientError for describe_task_definitionCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1250 # Step 3: Mock describe_task_definition responsesCOMMENT
LOW…_testing/scenarios/02_service_failure/04_evaluation.md36# Step 1: Update the task definition with a valid imageCOMMENT
LOW…_testing/scenarios/02_service_failure/04_evaluation.md53# Step 2: Update the service to use the new task definition revisionCOMMENT
LOW…llm_testing/scenarios/02_service_failure/05_cleanup.sh74 # Step 1: Delete the serviceCOMMENT
LOW…llm_testing/scenarios/02_service_failure/05_cleanup.sh80# Step 2: Deregister task definitionCOMMENT
LOW…llm_testing/scenarios/02_service_failure/05_cleanup.sh90# Step 3: Delete the clusterCOMMENT
LOW…/llm_testing/scenarios/02_service_failure/01_create.sh19# Step 1: Create cluster if it doesn't existCOMMENT
LOW…/llm_testing/scenarios/02_service_failure/01_create.sh23# Step 2: Register a task definition with non-existent imageCOMMENT
LOW…/llm_testing/scenarios/02_service_failure/01_create.sh41# Step 3: Create a service that will fail due to the non-existent imageCOMMENT
LOW…m_testing/scenarios/03_task_exit_failure/05_cleanup.sh59# Step 1: Find and deregister task definitionsCOMMENT
LOW…m_testing/scenarios/03_task_exit_failure/05_cleanup.sh74# Step 2: Delete the clusterCOMMENT
LOW…m_testing/scenarios/03_task_exit_failure/05_cleanup.sh78# Step 3: Delete the associated CloudWatch log groupCOMMENT
LOW…lm_testing/scenarios/03_task_exit_failure/01_create.sh19# Step 1: Create cluster if it doesn't existCOMMENT
LOW…lm_testing/scenarios/03_task_exit_failure/01_create.sh23# Step 2: Create CloudWatch log groupCOMMENT
LOW…lm_testing/scenarios/03_task_exit_failure/01_create.sh27# Step 3: Register a task definition with a container that will exitCOMMENT
LOW…lm_testing/scenarios/03_task_exit_failure/01_create.sh57# Step 4: Run the task that will failCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh54# Step 1: Find the load balancer and target groupCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh107# Step 2: Update service to 0 tasks if it existsCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh115# Step 3: Delete service if it existsCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh123# Step 4: Find and deregister task definitionCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh131# Step 5: Delete listeners if load balancer foundCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh143# Step 6: Delete target group if foundCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh149# Step 7: Delete load balancer if foundCOMMENT
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Deep Nesting710 hits · 600 pts
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LOW…mples/mcp-integration-with-kb/clients/client_server.py97CODE
LOWtesting/pytest_utils.py109CODE
LOWtesting/mcp_test_runner.py229CODE
LOWtesting/mcp_test_runner.py347CODE
LOWscripts/verify_tool_names.py106CODE
LOWscripts/verify_tool_names.py221CODE
LOWscripts/verify_package_name.py82CODE
LOW.github/workflows/release.py262CODE
LOW.github/workflows/release.py348CODE
LOW…eus-mcp-server/awslabs/prometheus_mcp_server/server.py758CODE
LOW…eus-mcp-server/awslabs/prometheus_mcp_server/server.py221CODE
LOW…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py794CODE
LOW…erver/awslabs/aws_transform_mcp_server/hitl_schemas.py888CODE
LOW…slabs/aws_transform_mcp_server/transform_api_client.py248CODE
LOW…slabs/aws_transform_mcp_server/transform_api_client.py313CODE
LOW…er/awslabs/aws_transform_mcp_server/tools/configure.py92CODE
LOW…ver/awslabs/aws_transform_mcp_server/tools/artifact.py62CODE
LOW…-server/awslabs/aws_transform_mcp_server/tools/hitl.py159CODE
LOW…slabs/aws_transform_mcp_server/tools/list_resources.py245CODE
LOW…awslabs/aws_transform_mcp_server/tools/get_resource.py139CODE
LOWsrc/ecs-mcp-server/awslabs/ecs_mcp_server/utils/aws.py287CODE
LOWsrc/ecs-mcp-server/awslabs/ecs_mcp_server/api/delete.py29CODE
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py106CODE
LOW…rver/awslabs/ecs_mcp_server/api/resource_management.py131CODE
LOW…c/ecs-mcp-server/awslabs/ecs_mcp_server/api/express.py385CODE
LOWsrc/ecs-mcp-server/awslabs/ecs_mcp_server/api/status.py27CODE
LOWsrc/ecs-mcp-server/awslabs/ecs_mcp_server/api/status.py303CODE
LOW…ubleshooting_tools/get_ecs_troubleshooting_guidance.py123CODE
LOW…pi/troubleshooting_tools/detect_image_pull_failures.py35CODE
LOW…i/troubleshooting_tools/fetch_cloudformation_status.py33CODE
LOW…cp_server/api/troubleshooting_tools/fetch_task_logs.py33CODE
LOW…labs/ecs_mcp_server/api/troubleshooting_tools/utils.py298CODE
LOW…labs/ecs_mcp_server/api/troubleshooting_tools/utils.py367CODE
LOW…labs/ecs_mcp_server/api/troubleshooting_tools/utils.py417CODE
LOW…labs/ecs_mcp_server/api/troubleshooting_tools/utils.py465CODE
LOW…labs/ecs_mcp_server/api/troubleshooting_tools/utils.py514CODE
LOW…i/troubleshooting_tools/fetch_network_configuration.py79CODE
LOW…i/troubleshooting_tools/fetch_network_configuration.py172CODE
LOW…i/troubleshooting_tools/fetch_network_configuration.py261CODE
LOW…rver/api/troubleshooting_tools/fetch_service_events.py120CODE
LOW…rver/api/troubleshooting_tools/fetch_service_events.py154CODE
LOWsrc/ecs-mcp-server/tests/unit/test_main.py339CODE
LOW…erver/tests/integ/mcp-inspector/utils/mcp_call_tool.py21CODE
LOW…erver/tests/integ/mcp-inspector/utils/mcp_call_tool.py50CODE
LOW…awslabs/aurora_dsql_mcp_server/mutable_sql_detector.py502CODE
LOW…server/awslabs/valkey_mcp_server/tools/search_query.py39CODE
LOW…wslabs/valkey_mcp_server/tools/search_add_documents.py91CODE
LOW…er/awslabs/valkey_mcp_server/tools/search_aggregate.py111CODE
LOW…server/awslabs/valkey_mcp_server/embeddings/factory.py24CODE
LOW…ols/network_firewall/get_network_firewall_flow_logs.py23CODE
LOW…cp_server/tools/network_firewall/get_firewall_rules.py26CODE
LOW…ws_network_mcp_server/tools/general/find_ip_address.py22CODE
LOW…p_server/tools/cloud_wan/detect_cloudwan_inspection.py23CODE
LOW…server/tools/cloud_wan/get_cloudwan_peering_details.py21CODE
LOW…k_mcp_server/tools/cloud_wan/list_cloudwan_peerings.py21CODE
LOW…_mcp_server/tools/cloud_wan/get_all_cloudwan_routes.py21CODE
LOW…ver/tools/cloud_wan/simulate_cloud_wan_route_change.py23CODE
LOW…etwork_mcp_server/tools/cloud_wan/get_cloudwan_logs.py24CODE
LOW…/aws_network_mcp_server/tools/vpc/get_vpc_flow_logs.py23CODE
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Unused Imports422 hits · 390 pts
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LOW…slabs/aws_transform_mcp_server/transform_api_client.py47CODE
LOW…/ecs-mcp-server/awslabs/ecs_mcp_server/api/__init__.py21CODE
LOW…s/ecs_mcp_server/api/troubleshooting_tools/__init__.py21CODE
LOW…s/ecs_mcp_server/api/troubleshooting_tools/__init__.py22CODE
LOW…s/ecs_mcp_server/api/troubleshooting_tools/__init__.py23CODE
LOW…s/ecs_mcp_server/api/troubleshooting_tools/__init__.py24CODE
LOW…s/ecs_mcp_server/api/troubleshooting_tools/__init__.py25CODE
LOW…s/ecs_mcp_server/api/troubleshooting_tools/__init__.py26CODE
LOW…s/ecs_mcp_server/api/troubleshooting_tools/__init__.py27CODE
LOW…valkey-mcp-server/awslabs/valkey_mcp_server/version.py15CODE
LOW…alkey-mcp-server/awslabs/valkey_mcp_server/__init__.py17CODE
LOW…valkey-mcp-server/awslabs/valkey_mcp_server/context.py17CODE
LOWsrc/valkey-mcp-server/awslabs/valkey_mcp_server/main.py17CODE
LOWsrc/valkey-mcp-server/awslabs/valkey_mcp_server/main.py28CODE
LOWsrc/valkey-mcp-server/awslabs/valkey_mcp_server/main.py28CODE
LOWsrc/valkey-mcp-server/awslabs/valkey_mcp_server/main.py28CODE
LOWsrc/valkey-mcp-server/awslabs/valkey_mcp_server/main.py28CODE
LOWsrc/valkey-mcp-server/awslabs/valkey_mcp_server/main.py28CODE
LOWsrc/valkey-mcp-server/awslabs/valkey_mcp_server/main.py28CODE
LOWsrc/valkey-mcp-server/awslabs/valkey_mcp_server/main.py28CODE
LOWsrc/valkey-mcp-server/awslabs/valkey_mcp_server/main.py28CODE
LOWsrc/valkey-mcp-server/awslabs/valkey_mcp_server/main.py39CODE
LOW…awslabs/valkey_mcp_server/tools/search_manage_index.py17CODE
LOW…server/awslabs/valkey_mcp_server/tools/search_query.py17CODE
LOW…server/awslabs/valkey_mcp_server/tools/valkey_write.py17CODE
LOW…mcp-server/awslabs/valkey_mcp_server/tools/__init__.py17CODE
LOW…mcp-server/awslabs/valkey_mcp_server/tools/__init__.py19CODE
LOW…mcp-server/awslabs/valkey_mcp_server/tools/__init__.py19CODE
LOW…mcp-server/awslabs/valkey_mcp_server/tools/__init__.py19CODE
LOW…mcp-server/awslabs/valkey_mcp_server/tools/__init__.py19CODE
LOW…mcp-server/awslabs/valkey_mcp_server/tools/__init__.py19CODE
LOW…mcp-server/awslabs/valkey_mcp_server/tools/__init__.py19CODE
LOW…mcp-server/awslabs/valkey_mcp_server/tools/__init__.py19CODE
LOW…mcp-server/awslabs/valkey_mcp_server/tools/__init__.py19CODE
LOW…wslabs/valkey_mcp_server/tools/search_add_documents.py17CODE
LOW…er/awslabs/valkey_mcp_server/tools/search_aggregate.py17CODE
LOW…-server/awslabs/valkey_mcp_server/tools/valkey_read.py17CODE
LOW…key-mcp-server/awslabs/valkey_mcp_server/tools/json.py17CODE
LOW…server/awslabs/valkey_mcp_server/tools/valkey_admin.py17CODE
LOW…erver/awslabs/valkey_mcp_server/embeddings/__init__.py17CODE
LOW…erver/awslabs/valkey_mcp_server/embeddings/__init__.py23CODE
LOW…erver/awslabs/valkey_mcp_server/embeddings/__init__.py23CODE
LOW…erver/awslabs/valkey_mcp_server/embeddings/__init__.py23CODE
LOW…erver/awslabs/valkey_mcp_server/embeddings/__init__.py23CODE
LOW…server/awslabs/valkey_mcp_server/embeddings/factory.py17CODE
LOW…rver/awslabs/valkey_mcp_server/embeddings/providers.py17CODE
LOW…cp-server/awslabs/valkey_mcp_server/embeddings/base.py17CODE
LOW…-mcp-server/awslabs/valkey_mcp_server/common/server.py15CODE
LOW…-mcp-server/awslabs/valkey_mcp_server/common/config.py15CODE
LOW…cp-server/awslabs/valkey_mcp_server/common/__init__.py17CODE
LOW…cp-server/awslabs/valkey_mcp_server/common/__init__.py19CODE
LOW…cp-server/awslabs/valkey_mcp_server/common/__init__.py19CODE
LOW…cp-server/awslabs/valkey_mcp_server/common/__init__.py19CODE
LOW…-server/awslabs/valkey_mcp_server/common/connection.py17CODE
LOW…y-mcp-server/awslabs/valkey_mcp_server/common/utils.py15CODE
LOWsrc/valkey-mcp-server/tests/conftest.py17CODE
LOWsrc/valkey-mcp-server/tests/integration/conftest.py17CODE
LOW…c/valkey-mcp-server/tests/integration/test_tls_live.py27CODE
LOW…_network_mcp_server/tools/network_firewall/__init__.py15CODE
LOW…_network_mcp_server/tools/network_firewall/__init__.py16CODE
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Verbosity Indicators179 hits · 332 pts
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LOW…m-mcp-server/awslabs/aws_transform_mcp_server/oauth.py187 # Step 1: PKCECOMMENT
LOW…m-mcp-server/awslabs/aws_transform_mcp_server/oauth.py191 # Step 2: Register clientCOMMENT
LOW…m-mcp-server/awslabs/aws_transform_mcp_server/oauth.py210 # Step 3: Start callback serverCOMMENT
LOW…m-mcp-server/awslabs/aws_transform_mcp_server/oauth.py218 # Step 4: Build authorize URL and open browserCOMMENT
LOW…m-mcp-server/awslabs/aws_transform_mcp_server/oauth.py238 # Step 5: Wait for callbackCOMMENT
LOW…m-mcp-server/awslabs/aws_transform_mcp_server/oauth.py250 # Step 6: Exchange code for tokensCOMMENT
LOW…er/awslabs/aws_transform_mcp_server/tools/configure.py393 # Step 1: Run full OAuth flowCOMMENT
LOW…er/awslabs/aws_transform_mcp_server/tools/configure.py397 # Step 2: Fan out ListAvailableProfiles across all regionsCOMMENT
LOW…er/awslabs/aws_transform_mcp_server/tools/configure.py407 # Step 3: Select profile (elicitation or fallback)COMMENT
LOW…er/awslabs/aws_transform_mcp_server/tools/configure.py417 # Step 4: Verify session with selected profileCOMMENT
LOW…er/awslabs/aws_transform_mcp_server/tools/configure.py423 # Step 5: Build and save configCOMMENT
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py158 # Step 1: Prepare template filesCOMMENT
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py206 # Step 1: Create CFN files and deploy ECR to CFNCOMMENT
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py289 # Step 2: Build and deploy Docker imageCOMMENT
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py358 # Step 3: Deploy ECS infrastructureCOMMENT
LOW…c/ecs-mcp-server/awslabs/ecs_mcp_server/api/express.py339 # Step 1: Delete Express Gateway ServiceCOMMENT
LOW…c/ecs-mcp-server/awslabs/ecs_mcp_server/api/express.py345 # Step 2: Delete ECR InfrastructureCOMMENT
LOW…c/ecs-mcp-server/awslabs/ecs_mcp_server/api/express.py73 # Step 1: Create ECR repository infrastructure via CloudFormationCOMMENT
LOW…c/ecs-mcp-server/awslabs/ecs_mcp_server/api/express.py91 # Step 2: Build and push Docker imageCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1231 # Step 1: Mock list_task_definition_families responseCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1236 # Step 2: Mock list_task_definitions responses for each familyCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1508 # Step 1: Mock families responseCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1513 # Step 2: Mock empty task definitions responseCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1564 # Step 1: Mock families responseCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1569 # Step 2: Mock ClientError for list_task_definitionsCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1599 # Step 1: Mock families responseCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1604 # Step 2: Mock list_task_definitions responseCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1613 # Step 3: Mock ClientError for describe_task_definitionCOMMENT
LOW…-server/tests/unit/troubleshooting_tools/test_utils.py1250 # Step 3: Mock describe_task_definition responsesCOMMENT
LOW…llm_testing/scenarios/02_service_failure/05_cleanup.sh74 # Step 1: Delete the serviceCOMMENT
LOW…llm_testing/scenarios/02_service_failure/05_cleanup.sh80# Step 2: Deregister task definitionCOMMENT
LOW…llm_testing/scenarios/02_service_failure/05_cleanup.sh90# Step 3: Delete the clusterCOMMENT
LOW…/llm_testing/scenarios/02_service_failure/01_create.sh19# Step 1: Create cluster if it doesn't existCOMMENT
LOW…/llm_testing/scenarios/02_service_failure/01_create.sh23# Step 2: Register a task definition with non-existent imageCOMMENT
LOW…/llm_testing/scenarios/02_service_failure/01_create.sh41# Step 3: Create a service that will fail due to the non-existent imageCOMMENT
LOW…m_testing/scenarios/03_task_exit_failure/05_cleanup.sh59# Step 1: Find and deregister task definitionsCOMMENT
LOW…m_testing/scenarios/03_task_exit_failure/05_cleanup.sh74# Step 2: Delete the clusterCOMMENT
LOW…m_testing/scenarios/03_task_exit_failure/05_cleanup.sh78# Step 3: Delete the associated CloudWatch log groupCOMMENT
LOW…lm_testing/scenarios/03_task_exit_failure/01_create.sh19# Step 1: Create cluster if it doesn't existCOMMENT
LOW…lm_testing/scenarios/03_task_exit_failure/01_create.sh23# Step 2: Create CloudWatch log groupCOMMENT
LOW…lm_testing/scenarios/03_task_exit_failure/01_create.sh27# Step 3: Register a task definition with a container that will exitCOMMENT
LOW…lm_testing/scenarios/03_task_exit_failure/01_create.sh57# Step 4: Run the task that will failCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh54# Step 1: Find the load balancer and target groupCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh107# Step 2: Update service to 0 tasks if it existsCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh115# Step 3: Delete service if it existsCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh123# Step 4: Find and deregister task definitionCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh131# Step 5: Delete listeners if load balancer foundCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh143# Step 6: Delete target group if foundCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh149# Step 7: Delete load balancer if foundCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh157# Step 8: Find and delete security groupCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh186# Step 9: Delete the clusterCOMMENT
LOW…sting/scenarios/06_load_balancer_failure/05_cleanup.sh190# Step 10: Delete CloudWatch log groupCOMMENT
LOW…esting/scenarios/06_load_balancer_failure/01_create.sh22# Step 1: Create clusterCOMMENT
LOW…esting/scenarios/06_load_balancer_failure/01_create.sh26# Step 2: Create CloudWatch log groupCOMMENT
LOW…esting/scenarios/06_load_balancer_failure/01_create.sh30# Step 3: Get default VPCCOMMENT
LOW…esting/scenarios/06_load_balancer_failure/01_create.sh35# Step 4: Get subnets from this VPC (at least two for ALB)COMMENT
LOW…esting/scenarios/06_load_balancer_failure/01_create.sh42# Step 5: Create security group for ALBCOMMENT
LOW…esting/scenarios/06_load_balancer_failure/01_create.sh48# Step 6: Allow inbound HTTP on the security groupCOMMENT
LOW…esting/scenarios/06_load_balancer_failure/01_create.sh52# Step 7: Create the Application Load BalancerCOMMENT
LOW…esting/scenarios/06_load_balancer_failure/01_create.sh66# Step 8: Create a target group with incorrectly configured health checkCOMMENT
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AI Slop Vocabulary151 hits · 261 pts
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MEDIUM…with-nova-canvas/user_interfaces/image_generator_st.py284# Display prompt best practicesCOMMENT
MEDIUMsrc/prometheus-mcp-server/tests/test_models.py69 # Use a more robust check that handles the URL being at any position in the JSONCOMMENT
MEDIUM…hooting_tools/test_get_ecs_troubleshooting_guidance.py777 """Test robust handling of malformed task definition ARNs."""STRING
MEDIUM…cenarios/01_comprehensive_troubleshooting/01_create.sh110# Register task definition with multiple containers for comprehensive testingCOMMENT
MEDIUM…ws_network_mcp_server/tools/general/get_eni_details.py34 """Get comprehensive AWS Elastic Network Interface (ENI) details for network troubleshooting.STRING
MEDIUM…ork_mcp_server/tools/cloud_wan/get_cloudwan_details.py42 """Get comprehensive AWS Cloud WAN Core Network configuration and state.STRING
MEDIUM…server/tools/cloud_wan/get_cloudwan_peering_details.py34 """Get comprehensive peering details from both Cloud WAN and Transit Gateway perspectives.STRING
MEDIUM…_mcp_server/tools/cloud_wan/get_all_cloudwan_routes.py34 """Get comprehensive Cloud WAN routing tables across all segments and regions.STRING
MEDIUM…etwork_mcp_server/tools/vpc/get_vpc_network_details.py45 """Get comprehensive VPC network configuration including routing, subnets, security, and connectivity.STRING
MEDIUM…ver/awslabs/aws_documentation_mcp_server/server_aws.py223 # Available sections: ['Example Python Lambda function code', 'Handler naming conventions', 'Using the Lambda event COMMENT
MEDIUM…tation-mcp-server/tests/test_aws_read_sections_live.py58 """Test extracting multiple sections from a comprehensive AWS documentation page."""STRING
MEDIUM…zon_bedrock_agentcore_mcp_server/tools/memory/guide.py375 """Get the comprehensive AgentCore Memory guide.STRING
MEDIUM…n_bedrock_agentcore_mcp_server/tools/identity/guide.py554 """Get the comprehensive AgentCore Identity guide.STRING
MEDIUM…on_bedrock_agentcore_mcp_server/tools/runtime/guide.py256 """Get a comprehensive reference guide for AgentCore Runtime.STRING
MEDIUM…zon_bedrock_agentcore_mcp_server/tools/policy/guide.py461 """Get the comprehensive AgentCore Policy guide.STRING
MEDIUM…on_bedrock_agentcore_mcp_server/tools/gateway/guide.py492 """Get the comprehensive AgentCore Gateway guide.STRING
MEDIUM…slabs/aws_healthomics_mcp_server/tools/run_timeline.py198 limit=2999, # Get comprehensive manifest dataCODE
MEDIUM…slabs/aws_healthomics_mcp_server/tools/run_analysis.py187 # Generate the comprehensive analysis reportSTRING
MEDIUM…slabs/aws_healthomics_mcp_server/tools/run_analysis.py201 """Generate a comprehensive analysis report from the structured data.STRING
MEDIUM…slabs/aws_healthomics_mcp_server/tools/run_analysis.py895 limit=2999, # Get comprehensive manifest dataSTRING
MEDIUM…bs/aws_healthomics_mcp_server/tools/troubleshooting.py103 """Provides comprehensive diagnostic information for a failed workflow run.STRING
MEDIUM…bs/aws_healthomics_mcp_server/tools/troubleshooting.py382 # Compile comprehensive diagnostic informationCOMMENT
MEDIUM…mics_mcp_server/search/genomics_search_orchestrator.py190 # Build comprehensive JSON responseCOMMENT
MEDIUM…mics_mcp_server/search/genomics_search_orchestrator.py366 # Build comprehensive JSON responseCOMMENT
MEDIUM…bs/aws_healthomics_mcp_server/search/scoring_engine.py90 """Calculate comprehensive relevance score for a genomics file.STRING
MEDIUM…healthomics_mcp_server/search/json_response_builder.py59 """Build a comprehensive JSON response for genomics file search.STRING
MEDIUM…ws-healthomics-mcp-server/tests/test_scoring_engine.py467 """Test a comprehensive scoring scenario with all components."""STRING
MEDIUM…ment-mcp-server/tests/tools/test_cost_anomaly_tools.py749 # Setup - create comprehensive anomaly dataCOMMENT
MEDIUM…ment-mcp-server/tests/tools/test_cost_anomaly_tools.py801 # Assert comprehensive formattingCOMMENT
MEDIUM…nt-mcp-server/tests/utilities/test_aws_service_base.py344 # Assert with comprehensive validationCOMMENT
MEDIUM…nt-mcp-server/tests/utilities/test_aws_service_base.py359 # Assert with comprehensive validationCOMMENT
MEDIUM…nt-mcp-server/tests/utilities/test_aws_service_base.py374 # Assert with comprehensive validatioCOMMENT
MEDIUM…awslabs/aws_iac_mcp_server/tools/cdk_best_practices.py675## Compliance best practicesCOMMENT
MEDIUM…abs/cloudwatch_applicationsignals_mcp_server/server.py193 """PRIMARY SERVICE AUDIT TOOL - The #1 tool for comprehensive AWS service health auditing and monitoring.STRING
MEDIUM…abs/cloudwatch_applicationsignals_mcp_server/server.py193 """PRIMARY SERVICE AUDIT TOOL - The #1 tool for comprehensive AWS service health auditing and monitoring.STRING
MEDIUM…abs/cloudwatch_applicationsignals_mcp_server/server.py527 """PRIMARY SLO AUDIT TOOL - The #1 tool for comprehensive SLO compliance monitoring and breach analysis.STRING
MEDIUM…abs/cloudwatch_applicationsignals_mcp_server/server.py527 """PRIMARY SLO AUDIT TOOL - The #1 tool for comprehensive SLO compliance monitoring and breach analysis.STRING
MEDIUM…oudwatch_applicationsignals_mcp_server/change_tools.py241 """Use ListEntityEvents API for comprehensive change history."""STRING
MEDIUM…atch_applicationsignals_mcp_server/endpoint_metrics.py35# case-insensitively (see _index_metric_refs) to be robust to either form.COMMENT
MEDIUM…tch_applicationsignals_mcp_server/sli_report_client.py284 """Generates a comprehensive SLI report.STRING
MEDIUM…licationsignals_mcp_server/audit_presentation_utils.py194 'auditors': 'all', # Use all auditors for comprehensive root cause analysisCODE
MEDIUM…plicationsignals-mcp-server/tests/test_canary_utils.py115 """Test analyze iam role and policies comprehensive."""STRING
MEDIUM…pplicationsignals-mcp-server/tests/test_audit_utils.py3077 """Test _compile_wildcard_pattern and _matches_wildcard_pattern functions with comprehensive coverage."""STRING
MEDIUM…plicationsignals-mcp-server/tests/test_server_tools.py1492 """Test get_health_overview across overview/comprehensive and AppSignals."""STRING
MEDIUM…plicationsignals-mcp-server/tests/test_server_tools.py1675 """Inventory/SLO/endpoint helper failures are swallowed in comprehensive mode."""STRING
MEDIUM…tch-applicationsignals-mcp-server/tests/test_server.py1086 """Test get_slo with comprehensive period-based SLI configuration."""STRING
MEDIUM…tch-applicationsignals-mcp-server/tests/test_server.py1177 """Test get_slo with comprehensive request-based SLI configuration."""STRING
MEDIUM…r/awslabs/s3_tables_mcp_server/file_processor/utils.py81 # This is simpler and more robust than strptime for mixed formatsCOMMENT
MEDIUMsrc/s3-tables-mcp-server/tests/test_pyiceberg.py798 # Test all temporal formats in one comprehensive testCOMMENT
MEDIUM…ver/handlers/emr/emr_serverless_application_handler.py210 """Manage AWS EMR Serverless applications with comprehensive control over application lifecycle.STRING
MEDIUM…ing_mcp_server/handlers/emr/emr_ec2_cluster_handler.py290 """Manage AWS EMR EC2 clusters with comprehensive control over cluster lifecycle.STRING
MEDIUM…processing-mcp-server/tests/utils/test_sql_analyzer.py361 """Test comprehensive SQL injection scenarios that should be blocked."""STRING
MEDIUM…cp-server/tests/handlers/glue/test_custom_tags_glue.py143 # Create a comprehensive table inputCOMMENT
MEDIUM…cp-server/tests/handlers/glue/test_custom_tags_glue.py209 # Create a comprehensive connection inputCOMMENT
MEDIUM…cp-server/tests/handlers/glue/test_custom_tags_glue.py265 # Create a comprehensive partition inputCOMMENT
MEDIUM…cp-server/tests/handlers/glue/test_custom_tags_glue.py333 # Create a comprehensive catalog inputCOMMENT
MEDIUM…erver/tests/handlers/glue/test_data_catalog_handler.py1508 # Create a comprehensive table inputCOMMENT
MEDIUM…erver/tests/handlers/glue/test_data_catalog_handler.py1572 # Create a comprehensive table input for updateCOMMENT
MEDIUM…erver/tests/handlers/glue/test_data_catalog_handler.py1636 # Create a comprehensive connection inputCOMMENT
MEDIUM…erver/tests/handlers/glue/test_data_catalog_handler.py1689 # Create a comprehensive connection input for updateCOMMENT
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AI Structural Patterns183 hits · 166 pts
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LOW…with-nova-canvas/user_interfaces/image_generator_st.py65CODE
LOW…slabs/aws_transform_mcp_server/tools/list_resources.py245CODE
LOW…awslabs/aws_transform_mcp_server/tools/get_resource.py139CODE
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py106CODE
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py588CODE
LOW…erver/awslabs/ecs_mcp_server/modules/infrastructure.py32CODE
LOWsrc/ecs-mcp-server/tests/unit/utils/async_test_utils.py67CODE
LOW…server/awslabs/valkey_mcp_server/tools/search_query.py67CODE
LOW…rver/awslabs/valkey_mcp_server/embeddings/providers.py83CODE
LOW…ols/network_firewall/get_network_firewall_flow_logs.py23CODE
LOW…/aws_network_mcp_server/tools/vpc/get_vpc_flow_logs.py23CODE
LOW…tools/transit_gateway/get_transit_gateway_flow_logs.py23CODE
LOW…qs-mcp-server/awslabs/amazon_sns_sqs_mcp_server/sqs.py57CODE
LOW…qs-mcp-server/awslabs/amazon_sns_sqs_mcp_server/sns.py56CODE
LOW…edrock_agentcore_mcp_server/tools/runtime/lifecycle.py54CODE
LOW…edrock_agentcore_mcp_server/tools/runtime/lifecycle.py263CODE
LOW…_bedrock_agentcore_mcp_server/tools/browser/session.py75CODE
LOW…bedrock_agentcore_mcp_server/tools/gateway/gateways.py48CODE
LOW…slabs/aws_healthomics_mcp_server/tools/run_timeline.py51CODE
LOW…/aws_healthomics_mcp_server/tools/workflow_analysis.py96CODE
LOW…/aws_healthomics_mcp_server/tools/workflow_analysis.py245CODE
LOW…/aws_healthomics_mcp_server/tools/workflow_analysis.py327CODE
LOW…/aws_healthomics_mcp_server/tools/workflow_analysis.py405CODE
LOW…aws_healthomics_mcp_server/tools/workflow_execution.py125CODE
LOW…aws_healthomics_mcp_server/tools/workflow_execution.py364CODE
LOW…/awslabs/aws_healthomics_mcp_server/tools/run_group.py33CODE
LOW…/awslabs/aws_healthomics_mcp_server/tools/run_group.py233CODE
LOW…s_healthomics_mcp_server/tools/genomics_file_search.py31CODE
LOW…/awslabs/aws_healthomics_mcp_server/tools/ecr_tools.py1767CODE
LOW…/awslabs/aws_healthomics_mcp_server/tools/run_cache.py41CODE
LOW…s_healthomics_mcp_server/tools/sequence_store_tools.py304CODE
LOW…/awslabs/aws_healthomics_mcp_server/tools/run_batch.py60CODE
LOW…/awslabs/aws_healthomics_mcp_server/tools/run_batch.py369CODE
LOW…ws_healthomics_mcp_server/tools/workflow_management.py126CODE
LOW…ws_healthomics_mcp_server/tools/workflow_management.py587CODE
LOW…/billing_cost_management_mcp_server/tools/bvs_tools.py134CODE
LOW…anagement_mcp_server/tools/cost_explorer_operations.py34CODE
LOW…anagement_mcp_server/tools/cost_explorer_operations.py147CODE
LOW…anagement_mcp_server/tools/cost_explorer_operations.py258CODE
LOW…st_management_mcp_server/tools/invoicing_operations.py78CODE
LOW…ost_management_mcp_server/tools/cost_explorer_tools.py154CODE
LOW…ng_cost_management_mcp_server/tools/invoicing_tools.py36CODE
LOW…ng_cost_management_mcp_server/tools/invoicing_tools.py128CODE
LOW…ement_mcp_server/tools/bcm_pricing_calculator_tools.py44CODE
LOW…ement_mcp_server/tools/bcm_pricing_calculator_tools.py209CODE
LOW…ement_mcp_server/tools/bcm_pricing_calculator_tools.py306CODE
LOW…ement_mcp_server/tools/bcm_pricing_calculator_tools.py562CODE
LOW…st_management_mcp_server/tools/ri_performance_tools.py65CODE
LOW…ing_cost_management_mcp_server/tools/bvs_operations.py155CODE
LOWsrc/postgres-mcp-server/tests/test_server.py480CODE
LOW…ng-mcp-server/awslabs/aws_pricing_mcp_server/server.py703CODE
LOW…ver/awslabs/aws_pricing_mcp_server/report_generator.py1120CODE
LOW…/cloudwatch_applicationsignals_mcp_server/rum_tools.py80CODE
LOW…loudwatch_applicationsignals_mcp_server/group_tools.py335CODE
LOW…ationsignals_mcp_server/service_events/promql_query.py119CODE
LOW…ationsignals_mcp_server/service_events/promql_query.py150CODE
LOW…ationsignals_mcp_server/service_events/promql_query.py184CODE
LOW…_applicationsignals_mcp_server/service_events/tools.py36CODE
LOW…gnals_mcp_server/dynamic_instrumentation/crud_tools.py36CODE
LOW…als_mcp_server/dynamic_instrumentation/status_tools.py92CODE
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Cross-Language Confusion34 hits · 161 pts
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HIGHsrc/ecs-mcp-server/tests/conftest.py69const port = process.env.PORT || 3000;STRING
HIGH…key-mcp-server/awslabs/valkey_mcp_server/tools/json.py119 value: Value to set (string, number, boolean, array, object, or null)STRING
HIGH…rock_agentcore_mcp_server/tools/browser/observation.py222 errors.push(el.textContent.trim().substring(0, 200));CODE
HIGH…rock_agentcore_mcp_server/tools/browser/observation.py271 size: e.transferSize || 0,CODE
HIGH…rock_agentcore_mcp_server/tools/browser/observation.py326 return 'Expression evaluated successfully (returned undefined/null).'STRING
HIGH…n_bedrock_agentcore_mcp_server/tools/policy/engines.py164 'description, or {"optionalValue": null} to clear it. 'CODE
HIGH…_bedrock_agentcore_mcp_server/tools/policy/policies.py206 '{"optionalValue": null} to clear. Omit to leave 'CODE
HIGHsrc/aws-healthomics-mcp-server/tests/test_run_batch.py1332 scratchStorageMode equal to the effective mode -- the caller-provided value when non-null,STRING
HIGH…althomics-mcp-server/tests/test_workflow_management.py3525 booleans, null) and verify parse_tags raises ValueError.STRING
HIGH…althomics-mcp-server/tests/test_workflow_management.py3477 strings, booleans, null).STRING
HIGH…ealthomics-mcp-server/tests/test_workflow_execution.py2046 mode - the caller-provided value when non-null, or LOCAL when the caller value is None.STRING
HIGH…ealthomics-mcp-server/tests/test_workflow_execution.py2113 start_run API (the caller value when non-null, otherwise LOCAL).STRING
HIGHsrc/aws-api-mcp-server/tests/parser/test_lexer.py30 ('aws s3 && rm -rf', ProhibitedOperatorsError, ['&&']),CODE
HIGHsrc/aws-api-mcp-server/tests/parser/test_lexer.py31 ('aws s3 || rm -rf', ProhibitedOperatorsError, ['||']),CODE
HIGH…ement-mcp-server/tests/tools/test_aws_pricing_tools.py1195 '{"instanceType": "t3.micro", "location": null, "storageClass": "Standard"}'CODE
HIGH…ws-iac-mcp-server/awslabs/aws_iac_mcp_server/server.py342 Use rank to prioritize results. Check error field first - if not null, the search failed.CODE
HIGH…ws-iac-mcp-server/awslabs/aws_iac_mcp_server/server.py399 Use rank to prioritize results. Check error field first - if not null, the search failed.CODE
HIGH…ws-iac-mcp-server/awslabs/aws_iac_mcp_server/server.py467 Use rank to prioritize results. Check error field first - if not null, the search failed.CODE
HIGH…p_server/tools/cloudformation_pre_deploy_validation.py82 'example': 'aws cloudformation create-change-set --stack-name my-stack --template-body file://template.yaml --chCODE
HIGH…awslabs/aws_iac_mcp_server/tools/cdk_best_practices.py40mkdir my-cdk-app && cd my-cdk-appCODE
HIGH…ws_iac_mcp_server/data/cloudformation_failure_cases.py206If the ECS services were defined in the same CloudFormation template as the cluster, then this error should not arise ifCODE
HIGH…cationsignals/get_enablement_guide/enablement_tasks.py86 build_command: Optional build command (e.g., 'npm install && npm run build')STRING
HIGH…er/awslabs/aws_for_sap_management_mcp_server/server.py80- If a metric value is null, say "Not available" or omit it — never display "null".CODE
HIGH…er/awslabs/aws_for_sap_management_mcp_server/server.py89- If log_backup_status is null, say "No log backup check history" rather than omitting it.CODE
HIGH…_for_sap_management_mcp_server/ssm_sap_health/tools.py2335 df_command = 'df -h / /usr/sap /hana/data /hana/log /hana/shared /backup 2>/dev/null || df -h / /usr/sap 2>/dev/nullCODE
HIGH…labs/elasticache_mcp_server/tools/serverless/create.py53 2. Dictionary: {"key": "value", "key2": null}STRING
HIGH…labs/elasticache_mcp_server/tools/serverless/create.py54 3. JSON array: [{"Key": "string", "Value": "string"}, {"Key": "string2", "Value": null}]STRING
HIGH…sql-mcp-server/tests/test_injection_false_positives.py60 sql = "SELECT * FROM products WHERE id = '1' UNION SELECT null, table_name FROM information_schema.tables"CODE
HIGH…c/aws-iot-sitewise-mcp-server/tests/test_validation.py396 validate_string_for_injection('test && ls')CODE
HIGH…rver/awslabs/dynamodb_mcp_server/db_analyzer/oracle.py126 c.DATA_TYPE || CASECODE
HIGHsrc/amazon-qindex-mcp-server/tests/test_clients.py146 'text && echo hack',CODE
HIGHsrc/amazon-qindex-mcp-server/tests/test_clients.py147 'text || true',CODE
HIGHsrc/amazon-qindex-mcp-server/tests/test_clients.py207 client._validate_required_params('app-id', 'query && echo hack')CODE
HIGHsrc/amazon-qindex-mcp-server/tests/test_clients.py317 application_id='app-id', query_text='query && echo hack'CODE
Modern Structural Boilerplate136 hits · 136 pts
SeverityFileLineSnippetContext
LOW…-integration-with-nova-canvas/clients/client_server.py35logger = logging.getLogger(__name__)CODE
LOW…mples/mcp-integration-with-kb/clients/client_server.py36logger = logging.getLogger(__name__)CODE
LOWtesting/pytest_utils.py26logger = logging.getLogger(__name__)CODE
LOWtesting/mcp_test_client.py22logger = logging.getLogger(__name__)CODE
LOWtesting/mcp_test_runner.py25logger = logging.getLogger(__name__)CODE
LOW…erver/awslabs/aws_transform_mcp_server/config_store.py352def set_sigv4_fes_available(available: bool) -> None:CODE
LOW…erver/awslabs/aws_transform_mcp_server/config_store.py363def set_sigv4_region(region: str | None) -> None:CODE
LOW…erver/awslabs/aws_transform_mcp_server/config_store.py374def set_sigv4_regions(regions: list[str]) -> None:CODE
LOW…erver/awslabs/aws_transform_mcp_server/config_store.py390def set_config(config: ConnectionConfig) -> None:CODE
LOWsrc/aws-transform-mcp-server/tests/test_integ_basic.py67logger = logging.getLogger(__name__)CODE
LOW…/ecs-mcp-server/awslabs/ecs_mcp_server/utils/config.py23logger = logging.getLogger(__name__)CODE
LOW…cs-mcp-server/awslabs/ecs_mcp_server/utils/security.py26logger = logging.getLogger(__name__)CODE
LOW…/ecs-mcp-server/awslabs/ecs_mcp_server/utils/docker.py28logger = logging.getLogger(__name__)CODE
LOWsrc/ecs-mcp-server/awslabs/ecs_mcp_server/utils/aws.py29logger = logging.getLogger(__name__)CODE
LOW…s-mcp-server/awslabs/ecs_mcp_server/utils/templates.py22logger = logging.getLogger(__name__)CODE
LOWsrc/ecs-mcp-server/awslabs/ecs_mcp_server/api/delete.py26logger = logging.getLogger(__name__)CODE
LOW…rver/awslabs/ecs_mcp_server/api/ecs_troubleshooting.py48logger = logging.getLogger(__name__)CODE
LOW…-mcp-server/awslabs/ecs_mcp_server/api/containerize.py26logger = logging.getLogger(__name__)CODE
LOW…cp-server/awslabs/ecs_mcp_server/api/infrastructure.py38logger = logging.getLogger(__name__)CODE
LOW…rver/awslabs/ecs_mcp_server/api/resource_management.py29logger = logging.getLogger(__name__)CODE
LOW…/ecs-mcp-server/awslabs/ecs_mcp_server/api/__init__.py24__all__ = [CODE
LOW…c/ecs-mcp-server/awslabs/ecs_mcp_server/api/express.py37logger = logging.getLogger(__name__)CODE
LOWsrc/ecs-mcp-server/awslabs/ecs_mcp_server/api/status.py24logger = logging.getLogger(__name__)CODE
LOW…ubleshooting_tools/get_ecs_troubleshooting_guidance.py37logger = logging.getLogger(__name__)CODE
LOW…ubleshooting_tools/get_ecs_troubleshooting_guidance.py40__all__ = [CODE
LOW…pi/troubleshooting_tools/detect_image_pull_failures.py32logger = logging.getLogger(__name__)CODE
LOW…s/ecs_mcp_server/api/troubleshooting_tools/__init__.py29__all__ = [CODE
LOW…erver/api/troubleshooting_tools/fetch_task_failures.py30logger = logging.getLogger(__name__)CODE
LOW…i/troubleshooting_tools/fetch_cloudformation_status.py30logger = logging.getLogger(__name__)CODE
LOW…cp_server/api/troubleshooting_tools/fetch_task_logs.py30logger = logging.getLogger(__name__)CODE
LOW…labs/ecs_mcp_server/api/troubleshooting_tools/utils.py30logger = logging.getLogger(__name__)CODE
LOW…labs/ecs_mcp_server/api/troubleshooting_tools/utils.py33__all__ = [CODE
LOW…i/troubleshooting_tools/fetch_network_configuration.py30logger = logging.getLogger(__name__)CODE
LOW…rver/api/troubleshooting_tools/fetch_service_events.py30logger = logging.getLogger(__name__)CODE
LOW…/awslabs/ecs_mcp_server/modules/aws_knowledge_proxy.py47logger = logging.getLogger(__name__)STRING
LOW…awslabs/valkey_mcp_server/tools/search_manage_index.py42logger = logging.getLogger(__name__)CODE
LOW…server/awslabs/valkey_mcp_server/tools/search_query.py36logger = logging.getLogger(__name__)CODE
LOW…server/awslabs/valkey_mcp_server/tools/valkey_write.py33logger = logging.getLogger(__name__)CODE
LOW…wslabs/valkey_mcp_server/tools/search_add_documents.py44logger = logging.getLogger(__name__)CODE
LOW…er/awslabs/valkey_mcp_server/tools/search_aggregate.py39logger = logging.getLogger(__name__)CODE
LOW…-server/awslabs/valkey_mcp_server/tools/valkey_read.py27logger = logging.getLogger(__name__)CODE
LOW…key-mcp-server/awslabs/valkey_mcp_server/tools/json.py29logger = logging.getLogger(__name__)CODE
LOW…server/awslabs/valkey_mcp_server/tools/valkey_admin.py34logger = logging.getLogger(__name__)CODE
LOW…erver/awslabs/valkey_mcp_server/embeddings/__init__.py55__all__ = [CODE
LOW…-server/awslabs/valkey_mcp_server/common/connection.py35logger = logging.getLogger(__name__)CODE
LOW…rk-mcp-server/awslabs/aws_network_mcp_server/server.py35logger = logging.getLogger(__name__)CODE
LOW…_network_mcp_server/tools/network_firewall/__init__.py19__all__ = ['get_firewall_rules', 'get_firewall_flow_logs', 'list_firewalls']CODE
LOW…slabs/aws_network_mcp_server/tools/general/__init__.py19__all__ = ['get_path_trace_methodology', 'find_ip_address', 'get_eni_details']CODE
LOW…r/awslabs/aws_network_mcp_server/tools/vpn/__init__.py17__all__ = ['list_vpn_connections']CODE
LOW…abs/aws_network_mcp_server/tools/cloud_wan/__init__.py26__all__ = [CODE
LOW…r/awslabs/aws_network_mcp_server/tools/vpc/__init__.py19__all__ = ['get_vpc_flow_logs', 'get_vpc_network', 'list_vpcs']CODE
LOW…s_network_mcp_server/tools/transit_gateway/__init__.py23__all__ = [CODE
LOW…ol-mcp-server/awslabs/lambda_tool_mcp_server/server.py28logger = logging.getLogger(__name__)CODE
LOW…aws-documentation-mcp-server/tests/test_integ_basic.py51logger = logging.getLogger(__name__)CODE
LOW…entcore_mcp_server/tools/browser/connection_manager.py155 def set_active_page(self, session_id: str, page: Page) -> None:CODE
LOW…-mcp-server/awslabs/security_agent_mcp_server/state.py103 def update_config(self, **kwargs) -> None:CODE
LOW…-mcp-server/awslabs/security_agent_mcp_server/state.py171 def set_code_review_id(self, workspace_path: str, code_review_id: str) -> None:CODE
LOW…s/aws_healthomics_mcp_server/visualization/__init__.py21__all__ = [CODE
LOW…r/awslabs/aws_healthomics_mcp_server/tools/__init__.py23__all__ = [CODE
LOW…wslabs/aws_healthomics_mcp_server/analysis/__init__.py23__all__ = [CODE
76 more matches not shown…
Fake / Example Data70 hits · 72 pts
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LOW…cp-server/sample_state_machines/customer-create/app.py20 "name": "John Doe",STRING
LOW…cp-server/sample_state_machines/customer-create/app.py24 "street": "123 Main St",STRING
LOW…cp-server/sample_state_machines/customer-create/app.py34 Success format: {"customerId": "123", "name": "John Doe", ...}STRING
LOW…ver/sample_state_machines/customer-info-from-id/app.py26 Success format: {"customerId": "123", "name": "John Doe", "email": "john@example.com", ...}STRING
LOW…ver/sample_state_machines/customer-info-from-id/app.py44 'name': 'John Doe',CODE
LOW…ver/sample_state_machines/customer-info-from-id/app.py48 'street': '123 Main St',CODE
LOW…in-content-docs/current/servers/dynamodb-mcp-server.md452user = User(user_id="123", username="username", name="John Doe")CODE
LOW…in-content-docs/current/servers/dynamodb-mcp-server.md459user.name = "Jane Doe"CODE
LOW…ecs-mcp-server/tests/unit/test_security_integration.py31 "email": "user@example.com",CODE
LOW…ecs-mcp-server/tests/unit/test_security_integration.py50 assert "user@example.com" not in json.dumps(result)CODE
LOW…ecs-mcp-server/tests/unit/test_security_integration.py75 "owner": "user@example.com",CODE
LOW…ecs-mcp-server/tests/unit/test_security_integration.py103 assert "user@example.com" not in result_jsonCODE
LOW…ecs-mcp-server/tests/unit/test_security_integration.py131 "Email": "admin@example.com",CODE
LOW…ecs-mcp-server/tests/unit/test_security_integration.py137 "Email": "user@example.com",CODE
LOW…ecs-mcp-server/tests/unit/test_security_integration.py160 assert "admin@example.com" not in result_jsonCODE
LOW…ecs-mcp-server/tests/unit/test_security_integration.py161 assert "user@example.com" not in result_jsonCODE
LOW…server/kiro_power/steering/examples-data-operations.md15 ('John Doe', 'New York'),CODE
LOW…server/kiro_power/steering/examples-data-operations.md26UPDATE owner SET city = 'Boston' WHERE name = 'John Doe';CODE
LOW…ills/dsql-skill/references/examples/data-operations.md15 ('John Doe', 'New York'),CODE
LOW…ills/dsql-skill/references/examples/data-operations.md26UPDATE owner SET city = 'Boston' WHERE name = 'John Doe';CODE
LOW…erver/examples/sample_functions/customer-create/app.py22 "name": "John Doe",STRING
LOW…erver/examples/sample_functions/customer-create/app.py26 "street": "123 Main St",STRING
LOW…erver/examples/sample_functions/customer-create/app.py36 Success format: {"customerId": "123", "name": "John Doe", ...}STRING
LOW…examples/sample_functions/customer-info-from-id/app.py26 Success format: {"customerId": "123", "name": "John Doe", "email": "john@example.com", ...}STRING
LOW…examples/sample_functions/customer-info-from-id/app.py44 'name': 'John Doe',CODE
LOW…examples/sample_functions/customer-info-from-id/app.py48 'street': '123 Main St',CODE
LOW…rock_agentcore_mcp_server/tools/browser/interaction.py206 'and "value" (text to enter). Example: [{"ref": "e2", "value": "user@example.com"}]'CODE
LOW…/postgres-mcp-server/tests/e2e/e2e_integration_test.py617 # sentinel is harmless because no cluster has resource id 'placeholder'.COMMENT
LOW…ts/core/glue_data_catalog/test_data_catalog_handler.py2472 {'Id': '001', 'Name': 'Acme Corp'},CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py108 'submittedBy': 'user@example.com',CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py124 'submittedBy': 'user@example.com',CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py131 'submittedBy': 'user@example.com',CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py178 'submittedBy': 'user@example.com',CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py190 'submittedBy': 'user@example.com',CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py203 'submittedBy': 'user@example.com',CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py209 'submittedBy': 'user@example.com',CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py1348 ['user@example.com'],CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py1358 ['user@example.com', 'another@example.com'], # Multiple valid emailsCODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py79 'submittedBy': 'user@example.com',CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py86 'submittedBy': 'user@example.com',CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py155 'submittedBy': 'user@example.com',CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py166 'submittedBy': 'user@example.com',CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py399 'submittedBy': 'user@example.com',CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py406 'submittedBy': 'user@example.com',CODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py1389 ['user@example.com', 'invalid@'], # One valid, one invalidCODE
LOW…upport-mcp-server/tests/test_aws_support_mcp_server.py2404 'submittedBy': 'user@example.com',CODE
LOWsrc/aws-support-mcp-server/tests/conftests.py60 'submittedBy': 'user@example.com',CODE
LOWsrc/aws-support-mcp-server/tests/conftests.py76 'submittedBy': 'user@example.com',CODE
LOWsrc/aws-support-mcp-server/tests/conftests.py83 'submittedBy': 'user@example.com',CODE
LOWsrc/aws-support-mcp-server/tests/conftests.py130 'submittedBy': 'user@example.com',CODE
LOWsrc/aws-support-mcp-server/tests/conftests.py142 'submittedBy': 'user@example.com',CODE
LOWsrc/aws-support-mcp-server/tests/conftests.py155 'submittedBy': 'user@example.com',CODE
LOWsrc/aws-support-mcp-server/tests/conftests.py161 'submittedBy': 'user@example.com',CODE
LOWsrc/aws-support-mcp-server/tests/conftests.py31 'submittedBy': 'user@example.com',CODE
LOWsrc/aws-support-mcp-server/tests/conftests.py38 'submittedBy': 'user@example.com',CODE
LOWsrc/aws-support-mcp-server/tests/conftests.py107 'submittedBy': 'user@example.com',CODE
LOWsrc/aws-support-mcp-server/tests/conftests.py118 'submittedBy': 'user@example.com',CODE
LOWsrc/aws-support-mcp-server/tests/conftests.py337 'submittedBy': 'user@example.com',CODE
LOWsrc/aws-support-mcp-server/tests/conftests.py344 'submittedBy': 'user@example.com',CODE
LOW…/aws-serverless-mcp-server/tests/test_data_scrubber.py63 assert 'user@example.com' not in resultCODE
10 more matches not shown…
Synthetic Comment Markers5 hits · 30 pts
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HIGHVIBE_CODING_TIPS_TRICKS.md37> Never blindly trust code generated by AI assistants. Always:CODE
HIGHsrc/aws-transform-mcp-server/awslabs/RFC.md1582. **HITL task schema complexity** — HITL tasks have runtime-defined schemas that vary by component type. The server dynCODE
HIGH…wslabs/aws_transform_mcp_server/hitl_output_schemas.py4451 'description': 'Whether this domain was generated by AI.',CODE
HIGH…chitected_security_mcp_server/util/storage_security.py59 # Check each service as requestedCOMMENT
HIGH…chitected_security_mcp_server/util/network_security.py68 # Check each service as requestedCOMMENT
Overly Generic Function Names18 hits · 24 pts
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LOW…ubleshooting_tools/test_fetch_network_configuration.py95 def test_function(arg1, arg2):CODE
LOW…ubleshooting_tools/test_fetch_network_configuration.py108 def test_function(arg1, arg2):CODE
LOW…ubleshooting_tools/test_fetch_network_configuration.py121 def test_function(*args, **kwargs):CODE
LOW…ubleshooting_tools/test_fetch_network_configuration.py142 def test_function(*args, **kwargs):CODE
LOW…st-management-mcp-server/tests/prompts/test_prompts.py33 def test_function():CODE
LOW…st-management-mcp-server/tests/prompts/test_prompts.py52 def test_function():CODE
LOW…st-management-mcp-server/tests/prompts/test_prompts.py69 def test_function(a, b):CODE
LOW…pplicationsignals-mcp-server/evals/core/eval_runner.py62 async def run_task(CODE
LOW…server/tests/test_all_create_tools_write_protection.py230 async def test_function():CODE
LOW…c/aws-appsync-mcp-server/tests/test_write_operation.py32 async def test_function():CODE
LOW…c/aws-appsync-mcp-server/tests/test_write_operation.py46 async def test_function():CODE
LOW…c/aws-appsync-mcp-server/tests/test_write_operation.py74 async def test_function():CODE
LOW…/openapi-mcp-server/tests/utils/test_cache_provider.py120 def test_function(arg1, arg2=None):CODE
LOW…/openapi-mcp-server/tests/utils/test_cache_provider.py147 def test_function(arg1, arg2=None, **kwargs):CODE
LOW…mcp-server/tests/test_edge_cases_and_error_handling.py230 def test_function(should_fail=False):CODE
LOW…azon-translate-mcp-server/tests/test_logging_config.py327 def test_function():CODE
LOW…azon-translate-mcp-server/tests/test_logging_config.py338 def test_function():CODE
LOW…ndler/awslabs/mcp_lambda_handler/mcp_lambda_handler.py401 def handle_request(self, event: Dict, context: Any) -> Dict:CODE
Modern AI Meta-Vocabulary8 hits · 20 pts
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MEDIUMtesting/README.md23├── mcp_test_runner.py # Test orchestration and executionCODE
MEDIUM…on_bedrock_agentcore_mcp_server/tools/runtime/guide.py37agentcore create --name MyAgent --defaults # scaffold projectCODE
MEDIUM…/postgres-mcp-server/tests/e2e/e2e_integration_test.py2262 # Surface the orchestration failure as a recorded TestResult soCOMMENT
MEDIUM…ss-mcp-server/tests/test_deploy_serverless_app_help.py30 # Call the function with event-driven application typeCOMMENT
MEDIUM…ss-mcp-server/tests/test_deploy_serverless_app_help.py54 # Check that event-driven specific content is includedCOMMENT
MEDIUM…ss-mcp-server/tests/test_deploy_serverless_app_help.py204 # Test with event-driven application typeCOMMENT
MEDIUM…ss-mcp-server/tests/test_deploy_serverless_app_help.py276 # Test with event-driven application typeCOMMENT
MEDIUM…shift-mcp-server/awslabs/redshift_mcp_server/consts.py34# SQL guardrailsCOMMENT
Magic Placeholder Names4 hits · 18 pts
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HIGH…gin-content-docs/current/servers/openapi-mcp-server.md165awslabs.openapi-mcp-server --api-url https://api.example.com --spec-url https://api.example.com/openapi.json --auth-typeCODE
HIGH…rver/awslabs/valkey_mcp_server/embeddings/providers.py251 api_key="<your-api-key>", # pragma: allowlist secretSTRING
HIGHsrc/openapi-mcp-server/README.md163awslabs.openapi-mcp-server --api-url https://api.example.com --spec-url https://api.example.com/openapi.json --auth-typeCODE
HIGHsrc/openapi-mcp-server/DEPLOYMENT.md67-e AUTH_API_KEY="YOUR_API_KEY" \CODE
Hallucination Indicators1 hit · 15 pts
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CRITICAL…i-mcp-server/tests/common/test_file_system_controls.py194 awscli.customizations.ecs.deploy.ECSDeploy._get_file_contents(instance, '$MY_SECRET')CODE
Slop Phrases4 hits · 10 pts
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MEDIUM.github/workflows/codeql.yml60 # If you are analyzing a compiled language, you can modify the 'build-mode' for that language to customize howCOMMENT
LOWsrc/aws-healthomics-mcp-server/tests/test_consts.py273 # This test ensures we don't forget to add new statuses to the listCOMMENT
LOWsrc/aws-healthomics-mcp-server/tests/test_consts.py273 # This test ensures we don't forget to add new statuses to the listCOMMENT
MEDIUM…server/awslabs/amazon_keyspaces_mcp_server/services.py46 # This is a basic implementation and might not handle all CQL syntax variationsCOMMENT
Example Usage Blocks1 hit · 2 pts
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LOW…rver/awslabs/ecs_mcp_server/api/ecs_troubleshooting.py273 # Example usageCOMMENT
TODO Padding1 hit · 2 pts
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LOW…dwatch-applicationsignals-mcp-server/evals/__main__.py43# TODO: Fix logging gap between module import and main() execution.COMMENT