mcp/aws-pricing-mcp-server pulls statistics

AWS Pricing MCP Server

AWS service pricing and cost estimates.

What is an MCP Server?

MCP Info

Attribute	Details
Docker Image	mcp/aws-pricing-mcp-server
Author	awslabs
Repository	https://github.com/awslabs/mcp

Image Building Info

Attribute	Details
Dockerfile	https://github.com/awslabs/mcp/blob/636aca8e109b5559006044f035bb89c16e9e5410/src/aws-pricing-mcp-server/Dockerfile
Commit	636aca8e109b5559006044f035bb89c16e9e5410
Docker Image built by	Docker Inc.
Docker Scout Health Score
Verify Signature	COSIGN_REPOSITORY=mcp/signatures cosign verify mcp/aws-pricing-mcp-server --key https://raw.githubusercontent.com/docker/keyring/refs/heads/main/public/mcp/latest.pub
Licence	Apache License 2.0

Available Tools (9)

Tools provided by this Server	Short Description
analyze_cdk_project	Analyze a CDK project to identify AWS services used.
analyze_terraform_project	Analyze a Terraform project to identify AWS services used.
generate_cost_report	Generate a detailed cost analysis report based on pricing data for one or more AWS services.
get_bedrock_patterns	Get architecture patterns for Amazon Bedrock applications, including component relationships and cost considerations
get_price_list_urls	Get download URLs for bulk pricing data files.
get_pricing	Get detailed pricing information from AWS Price List API with optional filters.
get_pricing_attribute_values	Get valid values for pricing filter attributes.
get_pricing_service_attributes	Get filterable attributes available for an AWS service in the Pricing API.
get_pricing_service_codes	Get AWS service codes available in the Price List API.

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Tools Details

Tool: analyze_cdk_project

Analyze a CDK project to identify AWS services used. This tool dynamically extracts service information from CDK constructs without relying on hardcoded service mappings.

Parameters	Type	Description
project_path	string	Path to the project directory

This tool is read-only. It does not modify its environment.

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Tool: analyze_terraform_project

Analyze a Terraform project to identify AWS services used. This tool dynamically extracts service information from Terraform resource declarations.

Parameters	Type	Description
project_path	string	Path to the project directory

This tool is read-only. It does not modify its environment.

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Tool: generate_cost_report

Generate a detailed cost analysis report based on pricing data for one or more AWS services.

This tool requires AWS pricing data and provides options for adding detailed cost information.

IMPORTANT REQUIREMENTS:

• ALWAYS include detailed unit pricing information (e.g., "$0.0008 per 1K input tokens")
• ALWAYS show calculation breakdowns (unit price × usage = total cost)
• ALWAYS specify the pricing model (e.g., "ON DEMAND")
• ALWAYS list all assumptions and exclusions explicitly

Output Format Options:

• 'markdown' (default): Generates a well-formatted markdown report
• 'csv': Generates a CSV format report with sections for service information, unit pricing, cost calculations, etc.

Example usage:

{
  // Required parameters
  "pricing_data": {
    // This should contain pricing data retrieved from get_pricing
    "status": "success",
    "service_name": "bedrock",
    "data": "... pricing information ...",
    "message": "Retrieved pricing for bedrock from AWS Pricing url"
  },
  "service_name": "Amazon Bedrock",

  // Core parameters (commonly used)
  "related_services": ["Lambda", "S3"],
  "pricing_model": "ON DEMAND",
  "assumptions": [
    "Standard ON DEMAND pricing model",
    "No caching or optimization applied",
    "Average request size of 4KB"
  ],
  "exclusions": [
    "Data transfer costs between regions",
    "Custom model training costs",
    "Development and maintenance costs"
  ],
  "output_file": "cost_analysis_report.md",  // or "cost_analysis_report.csv" for CSV format
  "format": "markdown",  // or "csv" for CSV format

  // Advanced parameter for complex scenarios
  "detailed_cost_data": {
    "services": {
      "Amazon Bedrock Foundation Models": {
        "usage": "Processing 1M input tokens and 500K output tokens with Claude 3.5 Haiku",
        "estimated_cost": "$80.00",
        "free_tier_info": "No free tier for Bedrock foundation models",
        "unit_pricing": {
          "input_tokens": "$0.0008 per 1K tokens",
          "output_tokens": "$0.0016 per 1K tokens"
        },
        "usage_quantities": {
          "input_tokens": "1,000,000 tokens",
          "output_tokens": "500,000 tokens"
        },
        "calculation_details": "$0.0008/1K × 1,000K input tokens + $0.0016/1K × 500K output tokens = $80.00"
      },
      "AWS Lambda": {
        "usage": "6,000 requests per month with 512 MB memory",
        "estimated_cost": "$0.38",
        "free_tier_info": "First 12 months: 1M requests/month free",
        "unit_pricing": {
          "requests": "$0.20 per 1M requests",
          "compute": "$0.0000166667 per GB-second"
        },
        "usage_quantities": {
          "requests": "6,000 requests",
          "compute": "6,000 requests × 1s × 0.5GB = 3,000 GB-seconds"
        },
        "calculation_details": "$0.20/1M × 0.006M requests + $0.0000166667 × 3,000 GB-seconds = $0.38"
      }
    }
  },…