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CFM Tips - Cost Optimization MCP Server

by aws-samples
documentation_links.py4.03 kB
""" Documentation Links Utility This module provides centralized documentation links for AWS cost optimization tools. It adds relevant documentation and best practices links to tool outputs, including AWS Well-Architected Framework recommendations. """ from typing import Dict, Any, List # Removed wellarchitected_recommendations - let LLMs provide recommendations based on MCP output # Documentation links mapping DOCUMENTATION_LINKS = { "general": { "CFM-TIPs Guidance": "https://catalog.workshops.aws/awscff/en-US/introduction", "Cost Optimization Pillar of AWS Well Architected": "https://docs.aws.amazon.com/wellarchitected/latest/framework/cost-optimization.html" }, "ec2": { "Best Practices Playbooks for EC2": "https://catalog.workshops.aws/awscff/en-US/playbooks/compute/ec2" }, "ebs": { "Best Practices Playbooks for EBS": "https://catalog.workshops.aws/awscff/en-US/playbooks/storage/ebs" }, "rds": { "Best Practices Playbooks for RDS": "https://catalog.workshops.aws/awscff/en-US/playbooks/databases/rds" }, "lambda": { "Best Practices Playbooks for AWS Lambda": "https://catalog.workshops.aws/awscff/en-US/playbooks/compute/lambda" }, "s3": { "Best Practices Playbooks for S3": "https://catalog.workshops.aws/awscff/en-US/playbooks/storage/s3" }, "cloudtrail": { "Best Practices Playbooks for CloudTrail": "https://catalog.workshops.aws/awscff/en-US/playbooks/management-and-governance/cloudtrail" } } def add_documentation_links(result: Dict[str, Any], service_type: str = None, finding_type: str = None) -> Dict[str, Any]: """ Add relevant documentation links and Well-Architected recommendations to a result dictionary. Args: result: The result dictionary from a cost optimization function service_type: The AWS service type (ec2, ebs, rds, lambda, s3, cloudtrail) finding_type: Type of optimization finding (underutilized, unused, overprovisioned, etc.) Returns: Enhanced result dictionary with documentation links and Well-Architected recommendations """ if not isinstance(result, dict): return result # Create a copy to avoid modifying the original enhanced_result = result.copy() # Build documentation links docs = {} # Always include general documentation docs.update(DOCUMENTATION_LINKS["general"]) # Add service-specific documentation if specified if service_type and service_type.lower() in DOCUMENTATION_LINKS: docs.update(DOCUMENTATION_LINKS[service_type.lower()]) # Add documentation section to the result enhanced_result["documentation"] = { "description": "Suggested documentation and further reading", "links": docs } # Well-Architected recommendations now provided by LLMs analyzing MCP output return enhanced_result def get_service_documentation(service_type: str) -> Dict[str, str]: """ Get documentation links for a specific service. Args: service_type: The AWS service type Returns: Dictionary of documentation links """ docs = DOCUMENTATION_LINKS["general"].copy() if service_type.lower() in DOCUMENTATION_LINKS: docs.update(DOCUMENTATION_LINKS[service_type.lower()]) return docs def format_documentation_section(service_type: str = None) -> Dict[str, Any]: """ Format a standalone documentation section. Args: service_type: Optional service type for service-specific links Returns: Formatted documentation section """ docs = DOCUMENTATION_LINKS["general"].copy() if service_type and service_type.lower() in DOCUMENTATION_LINKS: docs.update(DOCUMENTATION_LINKS[service_type.lower()]) return { "documentation": { "description": "Suggested documentation and further reading", "links": docs } }

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