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MCP Servers

AWS MCP Servers

Official AWS Labs collection of MCP servers — CDK infrastructure generation, Bedrock model access, AWS docs lookup, cost analysis, and more in a single monorepo.

AWS Labs8,675 starsAdded 1 months ago

Open source MCP servers for AWS

A suite of specialized MCP servers that help you get the most out of AWS, wherever you use MCP.

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Table of Contents

What is the Model Context Protocol (MCP) and how does it work with MCP Servers for AWS?

The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. Whether you're building an AI-powered IDE, enhancing a chat interface, or creating custom AI workflows, MCP provides a standardized way to connect LLMs with the context they need.

Model Context Protocol README

An MCP Server is a lightweight program that exposes specific capabilities through the standardized Model Context Protocol. Host applications (such as chatbots, IDEs, and other AI tools) have MCP clients that maintain 1:1 connections with MCP servers. Common MCP clients include agentic AI coding assistants (like Kiro, Cline, Cursor, Windsurf) as well as chatbot applications like Claude Desktop, with more clients coming soon. MCP servers can access local data sources and remote services to provide additional context that improves the generated outputs from the models.

MCP Servers for AWS use this protocol to provide AI applications access to AWS documentation, contextual guidance, and best practices. Through the standardized MCP client-server architecture, AWS capabilities become an intelligent extension of your development environment or AI application.

MCP Servers for AWS enable enhanced cloud-native development, infrastructure management, and development workflows—making AI-assisted cloud computing more accessible and efficient.

The Model Context Protocol is an open source project run by Anthropic, PBC. and open to contributions from the entire community. For more information on MCP, you can find further documentation here

Open source MCP servers for AWS Transport Mechanisms

Supported transport mechanisms

The MCP protocol currently defines two standard transport mechanisms for client-server communication:

  • stdio, communication over standard in and standard out
  • streamable HTTP

The MCP servers in this repository are designed to support stdio only.

You are responsible for ensuring that your use of these servers comply with the terms governing them, and any laws, rules, regulations, policies, or standards that apply to you.

Server Sent Events Support Removal

Important Notice: On May 26th, 2025, Server Sent Events (SSE) support was removed from all MCP servers in their latest major versions. This change aligns with the Model Context Protocol specification's backwards compatibility guidelines.

We are actively working towards supporting Streamable HTTP, which will provide improved transport capabilities for future versions.

For applications still requiring SSE support, please use the previous major version of the respective MCP server until you can migrate to alternative transport methods.

Why MCP Servers for AWS?

MCP servers enhance the capabilities of foundation models (FMs) in several key ways:

  • Improved Output Quality: By providing relevant information directly in the model's context, MCP servers significantly improve model responses for specialized domains like AWS services. This approach reduces hallucinations, provides more accurate technical details, enables more precise code generation, and ensures recommendations align with current AWS best practices and service capabilities.

  • Access to Latest Documentation: FMs may not have knowledge of recent releases, APIs, or SDKs. MCP servers bridge this gap by pulling in up-to-date documentation, ensuring your AI assistant always works with the latest AWS capabilities.

  • Workflow Automation: MCP servers convert common workflows into tools that foundation models can use directly. Whether it's CDK, Terraform, or other AWS-specific workflows, these tools enable AI assistants to perform complex tasks with greater accuracy and efficiency.

  • Specialized Domain Knowledge: MCP servers provide deep, contextual knowledge about AWS services that might not be fully represented in foundation models' training data, enabling more accurate and helpful responses for cloud development tasks.

Available MCP Servers: Quick Installation

Get started quickly with one-click installation buttons for popular MCP clients. Click the buttons below to install servers directly in Cursor or VS Code:

🚀 Getting Started with AWS

For AWS interactions, we recommend starting with:

Server NameDescriptionInstall
AWS MCP Server (in preview)Start here for secure, auditable AWS interactions! This remote, managed MCP server is hosted by AWS and combines comprehensive AWS API support with access to the latest AWS documentation, API references, What's New posts, and Getting Started information. Features pre-built Agent SOPs that follow AWS best practices, helping agents complete complex multi-step AWS tasks reliably. Built with safety and control in mind: syntactically validated API calls, IAM-based permissions with zero credential exposure, and complete CloudTrail audit logging. Access all AWS services for managing infrastructure, exploring resources, and executing AWS operations with full transparency and traceability. Read moreInstall
Install
Install on VS Code

Browse by What You're Building

📚 Real-time access to official AWS documentation

Server NameDescriptionInstall
AWS Knowledge MCP ServerA remote, fully-managed MCP server hosted by AWS that provides access to the latest AWS docs, API references, What's New Posts, Getting Started information, Builder Center, Blog posts, Architectural references, and Well-Architected guidance.Install
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AWS Documentation MCP ServerGet latest AWS docs and API referencesInstall
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🏗️ Infrastructure & Deployment

Build, deploy, and manage cloud infrastructure with Infrastructure as Code best practices.

Server NameDescriptionInstall
AWS IaC MCP ServerComplete Infrastructure as Code toolkit with CloudFormation documentation access, CDK best practices guidance, construct examples, security validation, and deployment troubleshootingInstall
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AWS Cloud Control API MCP Server ⚠️ DEPRECATEDDirect AWS resource management with security scanning and best practices (Use AWS IaC MCP Server instead)Install
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AWS CDK MCP Server ⚠️ DEPRECATEDAWS CDK development with security compliance and best practices (Use AWS IaC MCP Server instead)Install
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AWS Terraform MCP Server ⚠️ DEPRECATEDTerraform workflows with integrated security scanning (Use HashiCorp's official Terraform MCP Server instead)Install
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AWS CloudFormation MCP ServerDirect CloudFormation resource management via Cloud Control APIInstall
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Container Platforms

Server NameDescriptionInstall
Amazon EKS MCP ServerKubernetes cluster management and application deploymentInstall
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Amazon ECS MCP ServerContainer orchestration and ECS application deploymentInstall
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Finch MCP ServerLocal container building with ECR integrationInstall
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Serverless & Functions

Server NameDescriptionInstall
AWS Serverless MCP ServerComplete serverless application lifecycle with SAM CLIInstall
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AWS Lambda Tool MCP ServerExecute Lambda functions as AI tools for private resource accessInstall
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Support

Server NameDescriptionInstall
AWS Support MCP ServerHelp users create and manage AWS Support casesInstall
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🤖 AI & Machine Learning

Enhance AI applications with knowledge retrieval, content generation, and ML capabilities

Server NameDescriptionInstall
Amazon Bedrock Knowledge Bases Retrieval MCP Server Query enterprise knowledge bases with citation supportInstall
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Amazon Kendra Index MCP ServerEnterprise search and RAG enhancementInstall
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Amazon Q Business MCP ServerAI assistant for your ingested content with anonymous accessInstall
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Amazon Q Index MCP ServerData accessors to search through enterprise's Q indexInstall
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Nova Canvas MCP Server ⚠️ DEPRECATEDAI image generation using Amazon Nova Canvas (Use bedrock-image-mcp-server instead)Install
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AWS Bedrock Data Automation MCP Server ⚠️ DEPRECATEDAnalyze documents, images, videos, and audio files (Use boto3 API or aws-api-mcp-server instead)Install
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AWS Bedrock Custom Model Import MCP ServerManage custom models in Bedrock for on-demand inferenceInstall
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AWS Bedrock AgentCore MCP ServerProvides comprehensive documentation access on AgentCore platform services, APIs, and best practicesInstall
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Amazon SageMaker AI MCP ServerSageMaker AI resource management and model developmentInstall
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📊 Data & Analytics

Work with databases, caching systems, and data processing workflows.

SQL & NoSQL Databases

Server NameDescriptionInstall
Amazon DynamoDB MCP ServerDynamoDB expert design guidance and data modeling assistanceInstall
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Amazon Aurora PostgreSQL MCP ServerPostgreSQL database operations via RDS Data APIInstall
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