AWS MCP Servers

Official MCP servers for AWS service integration

A suite of AWS integration MCP servers provided by AWS Labs. Enables access to multiple AWS services including infrastructure, AI/ML, data, development tools, and cost management across various workflows.

Author: awslabs

Stars: 8,748

GitHub

Install: npx -y @awslabs/mcp-server-aws

Key Features

• Integrated access to multiple AWS services
• Infrastructure management and monitoring
• Access to AI/ML models and SageMaker
• Data analysis and query execution
• Cost optimization and billing management
• Standard transport support (stdio, SSE)

Use Cases

• Cloud infrastructure setup — Programmatically create and manage AWS resources like EC2, S3, and RDS instances.
• AI/ML workflows — Streamline model training, deployment, and inference using SageMaker integration.
• Data analysis and optimization — Query AWS data and identify cost optimization opportunities.
• Development tool integration — Automate CI/CD, deployment, and application management workflows.