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Comprehensive AWS MCP Server - Your AI-powered AWS consultant providing project analysis, service recommendations, pricing estimates, and marketplace insights for all 60+ AWS services

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Readme

AWS Master MCP Server

The most comprehensive AWS Model Context Protocol (MCP) server ever created. Provides complete access to all 62 AWS services with intelligent project analysis, advanced pricing calculations, and future-proof AWS Marketplace integration.

🚀 Features

65 Comprehensive Tools

  • 62 Individual AWS Service Tools: Complete coverage of all AWS MCP services
  • AWS Service Predictor: AI-powered project analysis and service recommendations
  • Advanced Pricing Calculator: Comprehensive cost estimation with all parameters
  • Marketplace Data Fetcher: Future-proof AWS Marketplace integration with latest data

Key Capabilities

  • Complete AWS Coverage: All 62 AWS services from the official AWS MCP catalog
  • Intelligent Project Analysis: Predicts required AWS services based on project descriptions
  • Advanced Pricing: Handles regions, serverless vs dedicated, scaling, API calls, storage, cache
  • Real-time Marketplace Data: Up-to-date information on AWS Marketplace solutions
  • Future-proof Design: Automatically discovers new AWS services and marketplace products
  • Multi-MCP Integration: Works with Exa AI, Context7, X V2, and Sequential Thinking MCP servers

🛠 Installation

For Claude Code Users

claude mcp add-json aws-master '{"command":"npx","args":["bruzethegreat-aws-master-mcp-server@latest"]}'

For Other MCP Clients

npm install -g bruzethegreat-aws-master-mcp-server

📋 Available Tools

Specialized Tools (3)

1. AWS Service Predictor (aws_service_predictor)

Analyzes your project and predicts ALL required AWS services, marketplace solutions, and architecture patterns.

Parameters:

  • projectDescription (required): Detailed project description
  • requirements: List of specific requirements
  • constraints: Budget, timeline, or technical constraints
  • budget: Monthly budget in USD
  • expectedUsers: Expected number of users
  • timeline: Project timeline

Example:

{
  "projectDescription": "E-commerce platform with real-time inventory, user authentication, and mobile app support",
  "requirements": ["High availability", "Auto-scaling", "Global CDN"],
  "constraints": ["Budget under $1000/month", "3-month timeline"],
  "expectedUsers": 10000
}

2. Advanced Pricing Calculator (advanced_pricing_calculator)

Comprehensive AWS pricing calculator with detailed cost breakdowns and optimization recommendations.

Parameters:

  • services (required): List of AWS services to price
  • region (required): AWS region (e.g., 'us-east-1')
  • architecture (required): 'serverless' | 'dedicated' | 'hybrid'
  • expectedUsers (required): Expected number of users
  • requestsPerSecond (required): Peak requests per second
  • storageGB (required): Storage required in GB
  • concurrentUsers: Peak concurrent users
  • apiCallsPerMonth: Total API calls per month
  • bandwidthGB: Monthly bandwidth in GB
  • cacheGB: Cache storage in GB
  • databaseSize: 'small' | 'medium' | 'large'
  • backupRetention: Backup retention in days
  • environments: Number of environments (dev, staging, prod)
  • reservedCapacity: Use reserved instances for savings
  • spotInstances: Use spot instances where applicable
  • savingsPlans: Apply AWS savings plans

Example:

{
  "services": ["lambda", "dynamodb", "s3", "cloudfront", "api-gateway"],
  "region": "us-east-1",
  "architecture": "serverless",
  "expectedUsers": 5000,
  "requestsPerSecond": 100,
  "storageGB": 500,
  "reservedCapacity": true
}

3. Marketplace Data Fetcher (marketplace_data_fetcher)

Future-proof AWS Marketplace data fetcher with latest information up to September 2025.

Parameters:

  • query: Search query for marketplace products
  • category: Product category filter
  • limit: Maximum number of products to return
  • includeLatest: Include only recently updated products
  • includeTrending: Include trending products
  • filters: Additional filters (pricing, deployment type, etc.)

Example:

{
  "category": "AI & Machine Learning",
  "limit": 50,
  "includeTrending": true
}

Individual AWS Service Tools (62)

Each AWS service has a dedicated tool following the pattern aws_[service_name]:

  • aws_lambda - AWS Lambda serverless computing
  • aws_ec2 - Amazon EC2 virtual servers
  • aws_s3 - Amazon S3 object storage
  • aws_rds - Amazon RDS managed databases
  • aws_dynamodb - Amazon DynamoDB NoSQL database
  • aws_cloudfront - Amazon CloudFront CDN
  • aws_api_gateway - Amazon API Gateway
  • ... and 55 more services

Common Parameters for Service Tools:

  • action (required): 'info' | 'pricing' | 'setup' | 'integrations' | 'best_practices' | 'alternatives' | 'use_cases'
  • region: AWS region for pricing and availability
  • usageParameters: Service-specific usage parameters

Actions Available:

  • info: Basic service information, features, and capabilities
  • pricing: Detailed pricing information and cost factors
  • setup: Setup instructions, prerequisites, and configuration steps
  • integrations: Compatible services and integration options
  • best_practices: Best practices and security considerations
  • alternatives: AWS and third-party alternatives
  • use_cases: Real-world examples and industry use cases

Example:

{
  "action": "pricing",
  "region": "us-west-2",
  "usageParameters": {
    "requestsPerMonth": 1000000,
    "averageDuration": 500,
    "memorySize": 512
  }
}

🏗 Architecture

Core Components

  • Service Predictor: AI-powered project analysis using Sequential Thinking MCP
  • Pricing Engine: Advanced cost calculation with regional variations
  • Marketplace Integration: Real-time data fetching using Exa AI
  • Project Analyzer: Intelligent service recommendations
  • Documentation Integration: SDK docs and examples via Context7

Integration Capabilities

  • Exa AI: Web search and real-time data fetching
  • Context7: AWS SDK documentation and code examples
  • X V2 MCP: Social insights and AWS community discussions
  • Sequential Thinking: Advanced reasoning and planning

🎯 Use Cases

For Developers

  • Project Planning: Get comprehensive AWS service recommendations
  • Cost Estimation: Accurate pricing for any architecture
  • Service Discovery: Find the right AWS service for your needs
  • Best Practices: Learn proper implementation patterns

For Architects

  • Architecture Design: Get intelligent architecture recommendations
  • Cost Optimization: Find cost-effective service combinations
  • Regional Planning: Compare costs across AWS regions
  • Compliance Planning: Understand security and compliance requirements

For Businesses

  • Budget Planning: Accurate cost projections for AWS projects
  • Vendor Evaluation: Compare AWS services with marketplace alternatives
  • Risk Assessment: Understand implementation complexity and risks
  • Timeline Estimation: Get realistic project timelines

🔧 Advanced Features

Future-Proof Design

  • Automatically discovers new AWS services
  • Updates marketplace data in real-time
  • Adapts to new pricing models
  • Integrates with emerging AWS features

Intelligent Analysis

  • Uses Sequential Thinking MCP for complex reasoning
  • Considers project requirements, constraints, and goals
  • Provides multiple architecture options with trade-offs
  • Includes implementation roadmaps and timelines

Comprehensive Coverage

  • All 62 AWS MCP services included
  • Complete marketplace solution catalog
  • Regional pricing for all AWS regions
  • Free tier calculations and optimizations

📊 Service Categories

Core Services (10)

  • Compute (EC2, Lambda, ECS, EKS, Fargate)
  • Storage (S3, EBS, EFS)
  • Database (RDS, DynamoDB, Aurora)
  • Networking (VPC, CloudFront, Route 53)

AI & Machine Learning (8)

  • SageMaker, Bedrock, Rekognition, Comprehend
  • Textract, Polly, Transcribe, Translate

Data & Analytics (12)

  • Athena, Glue, Redshift, EMR, Kinesis
  • QuickSight, Lake Formation, Data Pipeline

Developer Tools (15)

  • CodePipeline, CodeBuild, CodeCommit, CodeDeploy
  • CloudFormation, CloudWatch, X-Ray, Config

Security & Identity (8)

  • IAM, Cognito, WAF, Shield, GuardDuty
  • Inspector, Secrets Manager, Certificate Manager

Management & Governance (9)

  • CloudTrail, Cost Explorer, Trusted Advisor
  • Systems Manager, OpsWorks, Service Catalog

🚦 Getting Started

  1. Install the MCP server using the Claude Code command
  2. Try the AWS Service Predictor with a project description
  3. Get pricing estimates using the Advanced Pricing Calculator
  4. Explore individual services using the 62 service-specific tools
  5. Discover marketplace solutions for specialized needs

🤝 Contributing

This MCP server is designed to be comprehensive and future-proof. It automatically updates with new AWS services and marketplace solutions.

📄 License

MIT License - See LICENSE file for details

🆘 Support

For issues, feature requests, or questions:

  • GitHub Issues: Report issues
  • Claude Code Help: Use /help command in Claude Code

The most comprehensive AWS MCP server available - 65 tools, complete coverage, future-proof design.