Async wrapper: returns (log_group, platform).

Extract the parsed JSON payload from an MCP result envelope.

Process FHIR Bundle response and extract pagination information. ``pagination.next_token`` is the opaque ``page`` value extracted fro

Reload bvs_tools with FastMCP.tool patched to return the original function. This exposes callable tool functions we can invoke directly to cover

Analyze S3 bucket usage patterns for data processing services (Glue, EMR, Athena). This tool helps identify which buckets are actively used b

HEALTH AUDIT TOOL - Detect anomalies and unhealthy services in a group. Use this tool when users ask: - "Is the Payment application healthy?"

Build partition key for lookups

Build sort key for lookups

Calculate the actual start time and end time for a time window. Parameters ---------- time_window : int, optional Time windo

Check if IAM Access Analyzer is enabled in the specified region. Args: region: AWS region to check session: boto3 Session for AWS

Connect to a specific database save the connection internally. Args: region: region of the database. Required parametere. databas

Convert Unix epoch timestamp to human-readable format. This tool provides accurate timestamp conversion to prevent AI agents from making conv

Create standardized error response.

Create a new metadata transfer job for bulk import/export operations between S3 and IoT SiteWise. This tool provides a user-friendly way to set u

Validate SQL for Aurora DSQL compatibility and optionally auto-fix issues. Args: sql: SQL string to validate ctx: MCP context for

Enrich a single HITL task with a concrete response template.

Mock MCP ctx.error with the given message. Args: data: The error message logger_name: Accepted for signature compatib

Log an error and return it with a snapshot of the current page. If page is None (e.g. get_page() itself failed) or the snapshot capture fails

Comprehensive ESM optimization tool combining analysis, validation, and template generation. This consolidated tool provides three main optim

Generate mapping for all access patterns in an entity. Args: entity_name: Name of the entity entity_config: Entity co

Fetch job status — concise assistant summary by default, full snapshot when detailed.

Get detailed information about a terminology. Args: name: Terminology name terminology_data_format: Format for return

Initialize the connection pool.

Determine if an image is from ECR.

List the billing views available for a given time period. Every AWS account has a unique PRIMARY billing view that represents the billing dat

Manage AWS Glue Security Configurations for data encryption. This tool allows you to create, retrieve, and delete AWS Glue Security Configura

Create an ErrorSignalingMiddleware instance.

Remove scatter/iteration suffixes from task name. Normalizes task names by removing workflow-specific scatter/iteration suffixes to g

Parse an S3 path into bucket name and prefix. Args: s3_path: S3 path (e.g., 's3://bucket-name/prefix/') Returns: Tuple of (b

Build an execute_query response matching the privilege query shape.

Resolve a bundle input to a dictionary of {relative_path: text_content}. Handles dict passthrough (backward compatible), local directories, l

Run a SQL query against MySQL. Args: sql: The sql statement to run ctx: MCP context for logging and state management conn

Set up logging configuration based on server config.

Validate max results parameter.

A best effort check that makes sure that the format of a patch document is valid before sending it to CloudControl.

Validate that provider_type is a supported value. Args: ctx: MCP context for error reporting provider_type: The provider type to

Validate S3 URI format and return parsed bucket and key. Extracted from content_resolver._validate_s3_uri_format to be shared across modules.

Validate a URL for safe server-side fetching of OpenAPI specs. Performs DNS resolution and IP validation to prevent SSRF attacks. By default,

Create a mock RepositoryPolicyNotFoundException for testing.

Build a mock get_query_results response.

Reload module with FastMCP.tool patched to return the original function.

Run subprocess with consistent error handling. Args: cmd: Command to execute timeout: Timeout in seconds **kwargs: Additi

Clear the pricing cache. Useful for testing or when pricing data needs to be refreshed.

Close all connections and clear the map. Connection ``close()`` methods are coroutines (see ``AbstractDBConnection.close``). When ``c

Create test data by duration with specified pattern.

Derive the Transform API endpoint for a given region. If the ``AWS_TRANSFORM_API_ENDPOINT`` environment variable is set, it is used instead.

Handle errors during argument parsing.

Raise a runtime error with the given message.

Expand wildcard patterns for SLO targets with pagination support. Args: targets: List of target dictionaries next_token: Token fo

Extract requested sections from HTML. Args: html: Raw HTML content section_titles: List of section titles to extract Returns

Format validation result as human-readable string. Args: success_message: Message to show on success failure_prefix:

Get the AWS partition for the current session. The partition is cached after the first call to avoid repeated STS calls. Common parti

Get start and end dates with defaults. Args: start_date: Optional start date in YYYY-MM-DD format end_date: Optional end date in

Retrieve security findings from AWS security services. This tool provides a consolidated interface to retrieve findings from various AWS security

Get detailed information about a specific Service Level Objective (SLO). **RECOMMENDED WORKFLOW AFTER USING THIS TOOL:** After getting SLO co

Get the value of the document.

Query data from InfluxDB using Flux query language. Returns: Query results in the specified format.

Create or retrieve a cached Oracle database connection. Returns a 3-tuple: (db_connection, llm_response, replaced_connection). replaced_conne

Return True if FES is reachable via any auth method.

List recommendations from Cost Optimization Hub. Args: ctx: MCP context coh_client: Cost Optimization Hub client max_resu

Load prompt templates from a markdown file. Args: file_path: Path to the markdown file containing prompt templates Returns:

Look up CloudTrail events based on various criteria. This tool searches CloudTrail events using the LookupEvents API, which provides access t

Run the MCP server with CLI argument support.

Manage AWS Glue Data Catalog Encryption Settings for data protection. This tool allows you to retrieve and update AWS Glue Data Catalog Encry

Execute managed batch translation workflow with comprehensive monitoring. Workflow Steps: 1. Pre-validate language pairs and terminol

Parse timestamp string into datetime object. Args: timestamp_str: Timestamp in unix seconds or 'YYYY-MM-DD HH:MM:SS' format defau

Create or update an inline policy for an IAM user. This tool creates a new inline policy or updates an existing one for the specified user. I

Remove a database connection from the map.

Read a sample of a specific file from a public dataset's S3 bucket. Downloads up to 100KB of raw bytes using anonymous access (no AWS account

Set the active credential resolver. Args: resolver: The resolver to install as the active credential resolver.

Return True if all test steps passed. Skipped steps count as not-pass so that 'cluster creation failed' cascades into a non-zero exit

Check if a principal in an IAM policy matches the target principal. Args: principal: Principal from IAM policy statement (can be string,

Create a mock TemplateNotFoundException for testing.

Extract ZIP bytes into a dictionary of {filename: text_content}. Args: data: The raw ZIP file bytes. Returns: Dictionary of

Get a new token from Cognito using username/password or client credentials. Returns: str: Cognito token or None if authentication

Build a minimal cluster_properties dict for testing.

Return a patch for request_consent in scheduling tools.

Helper to build CDP AX tree nodes.

Build a minimal ASGI HTTP scope with the given headers.

Standard response for tools that must bail when monitor platform is unknown. Web-schema queries against a mobile/OTel log group return zero rows,

Run an FT.AGGREGATE pipeline on a Valkey Search index. Translates structured JSON pipeline stages into FT.AGGREGATE syntax, eliminating the n

Find best matches using approximate resource matching. Uses a combination of fuzzy matching algorithms to find the best matches for a target reso

Build partition key for lookups

Build sort key for lookups

Build a user-agent suffix for boto3 Config. Args: primitive: The AgentCore primitive name (e.g. 'memory', 'runtime', 'browser

Validate CloudFormation template against cfn-guard rules using guardpycfn.

Create a new entity with optimistic locking (prevents overwrites) Note: Uses exclude_none=True to support sparse GSIs. Fields with None

Create or retrieve a cached boto3 client with the appropriate profile and region. The client is configured with a custom user agent suffix 'a

Create and configure the FastMCP server. Args: config: Server configuration Returns: FastMCP: The configured FastMCP server

Application-level diagnostics through CloudWatch logs. Parameters ---------- cluster_name : str The name of the ECS Cluster

Generate entity code.

Gets all CloudWatch Alarms currently in ALARM state. This tool retrieves all CloudWatch Alarms that are currently in the ALARM state,

Gets the history for a CloudWatch alarm with time range suggestions for investigation. This tool retrieves the history for a specified CloudW

Get findings from a scan. Works during IN_PROGRESS (partial) or after COMPLETED.

Get an AWS CloudWatch Logs client. Args: region_name: Optional region override profile_name: Optional AWS profile override R

User wants to get a model import job in Amazon Bedrock. This prompt handles requests to view details of a specific model import job.