Which MCP server bridges local AI clients with AWS cloud management APIs?

Today, we’re officially announcing the** AWS Cloud Control API (CCAPI) MCP Server**.
This MCP server transforms AWS infrastructure management by allowing developers to create, read, update, delete, and list resources using natural language.
As part of the awslabs/mcp project, this new and innovative...

Introducing AWS Cloud Control API MCP Server: Natural Language ...

> ⚠ DEPRECATION NOTICE: This server is deprecated and will no longer receive updates.
Please migrate to the AWS IAC MCP Server, which provides infrastructure-as-code authoring with CloudFormation and CDK documentation, template validation (cfn-lint), compliance checking (cfn-guard), and deployment ...

AWS Cloud Control API MCP Server

I’m happy to announce the general availability of the AWS MCP Server, a managed remote Model Context Protocol (MCP) server that gives AI agents and coding assistants secure, authenticated access to all AWS services through a small, fixed set of tools.
The AWS MCP Server is part of the Agent Toolkit ...

The AWS MCP Server is now generally available

I then demonstrate how the AWS Cloud Control API MCP Server revolutionizes infrastructure management by allowing you to interact with AWS resources using natural language commands.
Watch as I show you how this MCP Server helps overcome traditional IaC barriers by translating natural language instruc...

AWS Cloud Control API MCP Server: Natural Language Infrastructure ...

Today, AWS announces the general availability of the AWS MCP Server, a managed server that gives AI coding agents secure, auditable access to AWS services through the Model Context Protocol (MCP).
The AWS MCP Server is a core component of the Agent Toolkit for AWS, which helps coding agents build on...

AWS announces the availability of the AWS API MCP Server on AWS Marketplace, enabling customers to deploy the Model Context Protocol (MCP) server to Amazon Bedrock AgentCore.
The marketplace entry includes step-by-step configuration and deployment instructions for deploying the AWS API MCP Server as...

The AWS API MCP Server is now available on ...

Today, AWS announces the developer preview of the AWS API model context protocol (MCP) server, a new tool that enables foundation models (FMs) to interact with any AWS API through natural language by creating and executing syntactically correct and valid CLI commands.
With the AWS API MCP Server, cu...

AWS API MCP Server now available

The AWS API MCP Server enables AI assistants to interact with AWS services and resources through AWS CLI commands.
It provides programmatic access to manage your AWS infrastructure while maintaining proper security controls.
This server acts as a bridge between AI assistants and AWS services, allowi...

AWS API MCP Server

awslabs/mcp: Open source MCP Servers for AWS

AWS MCP Server の一般提供の開始をお知らせします。これは、少数の固定ツールセットを通じて、すべての AWS サービスに対するセキュアかつ認証済みのアクセスを AI エージェントやコーディングアシスタントに付与する、マネージドリモートモデルコンテキストプロトコル (MCP) サーバーです。
AWS MCP Server は、Agent Toolkit for AWS の一部です。Agent Toolkit for AWS は、MCP Server、スキル、プラグインを含むツールスイートであり、コーディングエージェントが AWS 上でより効果的かつ効率的に構築するのに役立ちます。
....

AWS MCP Server の一般提供を開始 | Amazon Web Services

The AWS MCP Server is a managed remote Model Context Protocol (MCP) server that provides AI
assistants and agents with secure, authenticated access to AWS services through natural language
interactions.
You can use the AWS MCP Server to perform complex, multi-step AWS tasks by
…

[PDF] AWS MCP Server - User Guide

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.
...
MCP Servers for AWS use this protocol to prov...

Welcome to Open Source MCP Servers for AWS

A lightweight service that enables AI assistants to execute AWS CLI commands through the Model Context Protocol (MCP).
...
The AWS MCP Server provides a bridge between MCP-aware AI assistants (like Claude Desktop, Cursor, Windsurf) and the AWS CLI.
It enables these assistants to:
...
A lightweight s...

GitHub - alexei-led/aws-mcp-server: A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management.

Anyone excited about the AWS API MCP Server?

AWS MCP Servers (Part 2): From Infrastructure as Code to ...

### AWS API MCP Server - enables AI assistants to interact with AWS services and resources through AWS CLI commands

AWS API MCP Server - enables AI assistants to interact with AWS services and resources ...

Releases · awslabs/mcp


Most active open source MCP server project for Amazon Web Services

Today, AWS announces the developer preview of the AWS API model context protocol (MCP) server, a new tool that enables foundation models (FMs) to interact with any AWS API through natural language by creating and executing syntactically correct and valid CLI commands.
...
The AWS API MCP Server is r...

AWS API MCP Server now available

Join the AWS PACE team as they share their incredible journey from internal hackathon project to releasing 30+ open source MCP servers that are transforming how developers interact with AI assistants like Amazon Q Developer.

The MCP Revolution: AWS Team's Journey from Internal ...

Shaping the future of MCP: AWS's commitment and vision

I’m happy to announce the general availability of the AWS MCP Server, a managed remote Model Context Protocol (MCP) server that gives AI agents and coding assistants secure, authenticated access to all AWS services through a small, fixed set of tools.

### AWS MCP Servers
- A suite of specialized Model Context Protocol (MCP) servers that help you get the most out of AWS, wherever you use MCP.
AWS MCP Servers use this protocol to provide AI applications access to AWS documentation, contextual guidance, and best practices.
Through the standardized M...

Open Source – Amazon Web Services

# Open Source Model Context Protocol (MCP) Server now available for Amazon Bedrock AgentCore
Posted on:
...
The open-source MCP server is available globally via GitHub.
To get started, visit the AgentCore MCP Server GitHub repository for documentation and installation instructions.

Open Source Model Context Protocol (MCP) Server now ...

My top recommendation for frontend/fullstack developers, and it's **completely free**.
Context7, open-sourced by Upstash, has over 54,000 GitHub stars and 890,000 weekly npm downloads as of May 2026, making it the most popular MCP server in the entire ecosystem.
...
|MCP Server|Scene|Token Cost|CLI ...

Best MCP Servers 2026: Top 15 Ranked by Developer Use ...

Available MCP Servers

Today, AWS announces the open-source AWS Serverless Model Context Protocol (MCP) Server, a tool that combines the power of AI assistance with serverless expertise to enhance how developers build modern applications.
...
To get started, download the AWS Serverless MCP Server from GitHub or Python Pac...

Introducing AWS Serverless MCP Server: AI-powered ...

Profile of awslabs-mcp

Stars
9.5k
Forks
...
1. mcp-proxy-for-awsAWS MCP Proxy ServerMCP ServersJul 20262.0M330

mcp, MCP Servers | aaaa.fyi

Awesome MCP Servers

Added 1 June 2026
...
9,171 stars on GitHub.
Last updated 2026-06-01.

awslabs/mcp — MCP Servers · Directories by Enterprise DNA

aws-mcp-servers.json

AWS API MCP Server

| Server Name | Description | Install |
...
| [AWS Serverless MCP Server](src/aws-serverless-mcp-server) | Complete serverless application lifecycle with SAM CLI | [![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-
...
- **[Ama...

README.md

AWS Knowledge MCP Server


What MCP server allows AI agents to inspect and modify AWS S3 bucket policies?

Examples of Amazon S3 bucket policies

## Deny destructive actions through AWS MCP Server
The following policy allows read operations but denies destructive actions when
the request comes through AWS MCP Server.
This lets AI agents inspect resources without
being able to delete them.
```
[
{
"Sid": "AllowS3ReadOperations",
"Effect": "All...

Deny destructive actions...

Bucket policies for Amazon S3 - Amazon Simple Storage Service

An MCP server for managing files and buckets on AWS S3.
Requires AWS credentials for authentication.
...
A Model Context Protocol (MCP) server that gives AI assistants (Claude, Cursor, etc.) direct access to AWS S3 — enabling them to list, upload, download, and manage S3 buckets and objects through ...

AWS S3 MCP Server

Manage AWS S3 buckets and objects, including policies, tagging, and configurations.View on GitHub →
...
This server enables you to:
- Manage S3 buckets and objects
- Handle lifecycle configurations
- Set and retrieve object tags
- Manage bucket policies
- Configure CORS settings
## Installation
...
...

AWS S3 | Awesome MCP Servers

A Model Context Protocol (MCP) server for AWS S3 operations
## Features
This MCP server provides tools for interacting with AWS S3:
...
### Policy Operations
-
```
get_bucket_policy
```
- Get the policy attached to a bucket
-
```
set_bucket_policy
```
- Set or update a bucket policy
### MCP Configur...

GitHub - gangadharrr/aws-s3-mcp

An Amazon S3 Model Context Protocol (MCP) server that provides tools for interacting with S3 buckets and objects.
...
- ✅ **list-buckets** - List accessible S3 buckets with filtering
- ✅ **list-objects** - Browse objects within buckets with prefix filtering
...
This MCP server allows Large Language ...

MCP server to integrate AWS S3 and LLM

> By default, the MCP server operates inread-only mode.To enable write access, you mustexplicitly configure the MCP with the necessary IAM permissionsand use "--allow-write" flag to enable create and append operations on S3 Tables using the MCP server.Always follow theprinciple of least privilege—gr...

AWS S3 Tables MCP Server

1. https://console.aws.amazon.com/s3/ で Amazon S3 コンソールを開きます。
2. 静的ウェブサイトとして設定されたバケットの名前を選択します。
3. [**Permissions (アクセス許可)**] を選択します。
4. **[ブロックパブリックアクセス (バケット設定)]** で **[編集]** を選択します。
5. [**Block *all* public access (すべてのパブリックアクセスをブロックする)**] をクリアし、[**Save changes (変更の保存)**] を選択します。

Amazon S3 バケットポリシーの例

Now with MCP Server for Amazon S3 Tables, your AI applications and data lake users can interact with tabular datasets using natural language interfaces without needing to write SQL queries.
...
The MCP Server for S3 Tables provides a standardized way for AI assistants to interact with your S3 Tables...

Implementing conversational AI for S3 Tables using Model ...

How to Use Bucket Policies and Apply Defense-in-Depth to Help ...

How to create a policy that provides selective access to ...

1. Open the Amazon S3 console.
2. In the left navigation pane, choose **Block Public Access setting for this account**.

IAM Policies and Bucket Policies and ACLs! Oh, My! ...

Amazon S3 Bucket Policy | Understanding of S3 Bucket Policy ...

The aws-s3-mcp server implements three core tools:
1. list-buckets: Shows available S3 buckets
2. list-objects: Displays files within a specific bucket
3. get-object: Retrieves and processes file content, with special handling for PDFs
...
"args": [
"run",
"-i",
...
"AWS_REGION",
"-e",
"S3_BUCKETS",...

Building a Custom MCP Server for AWS S3: The Lessons I ...

- AWS Management Console > Services > S3 > Choose S3 Bucket

Amazon S3 Bucket Policy — Different Usecase to Allow & ...

S3 Bucket Policy Examples.md

To get started, install the latest version of AWS MCP Servers with any AI client software and configure your AWS account and permissions to start operating against S3 Tables.

Amazon S3 Tables now supports Model Context Protocol ...

I’ve created an open-source AWS S3 MCP server designed to simplify interactions Amazon S from Claude or any Model Context Protocol (MCP) client.

AWS S3 MCP Server – list buckets, browse objects and ...

PowerPoint Presentation


Best lightweight MCP server for AWS developer tooling

Welcome to Open Source MCP Servers for AWS

10 Best MCP Servers For Developers

Best Developer Tools MCP Servers in 2025

The Best MCP Servers for Developers in 2026

Best Claude Code MCP Servers for Aws (June 2026)

An MCP Server is a lightweight program that exposes specific capabilities through the standardized Model Context Protocol.
...
1. Install
```
uv
```
from Astral
2. Install Python using
...
uv python install 3.10
```

GitHub - awslabs/mcp: AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

Available MCP Servers

Top MCP servers that actually turn Claude into a productivity machine ...

GitHub - punkpeye/awesome-mcp-servers: A collection of ...

awslabs/mcp — MCP Servers · Directories by Enterprise DNA

Best MCP Servers for Software Developers and Engineers

AWS MCP Servers

tolkonepiu/best-of-mcp-servers

AI tool, Agents and MCP servers for AWS

MCP tool design: Practical approaches and tradeoffs

AWS Knowledge MCP Server

Introducing AWS MCP Servers for code assistants (Part 1)

Introducing AWS Cloud Control API MCP Server

How to Build an AI-Powered MCP Server with Heroku ...

The AWS MCP Server is now generally available | Amazon Web Services


We want our AI workflow to fetch metrics from Amazon CloudWatch via MCP. Which server implementation should we deploy?

Amazon CloudWatch MCP server serves as a unified platform for interacting with CloudWatch’s robust suite of monitoring and observability tools.
It enables alarm-based incident response, alarm recommendation, metric and log analysis, and log pattern detection and more.
...
1. Configure MCP server.
Am...

Enhance your AIOps: Introducing Amazon CloudWatch and ...

1. Install
...
from Astral or the GitHub README
2. Install Python using
```
uv python install 3.10
...
- For Kiro, update MCP Config (~/.kiro/settings/mcp.json)
- For Cline click on "Configure MCP Servers" option from MCP tab
...
Build and install docker image locally on the same host of your LLM cl...

CloudWatch MCP Server

Guidance for Deploying Model Context Protocol Servers on ...

Official AWS Labs MCP server for CloudWatch.
Query metrics, analyze logs, investigate alarms, and run PromQL queries for AI-powered root cause analysis.
...
The CloudWatch MCP Server is an official AWS Labs server that exposes Amazon CloudWatch telemetry to AI agents through standardized MCP interfa...

AWS CloudWatch MCP Server - Setup, Use Cases & Examples

AWS API MCP Server v1.0.0 release

The protocol includes practical implementations like the CloudWatch MCP server, which integrates CloudWatch metrics and logs directly into the development environment.

Use-Case 2: Simplify Sap...

This simplified MCP server provides a streamlined way to interact with AWS CloudWatch resources through the MCP protocol.
It exposes CloudWatch log groups, log queries, and alarms as resources and tools.
...
- `cloudwatch_server.py` - MCP server implementation for CloudWatch integration

GitHub - CharlieFng/cloudwatch-mcp

A Model Context Protocol (MCP) server that provides tools for interacting with Amazon CloudWatch Logs services.
...
docker pull ghcr.io/hyorimitsu/mcp-amazon-cloudwatch-logs:latest
...
git clone https://github.com/hyorimitsu/mcp-amazon-cloudwatch-logs.git
cd mcp-amazon-cloudwatch-logs

GitHub - hyorimitsu/mcp-amazon-cloudwatch-logs: A Model Context Protocol (MCP) server that enables AI assistants to interact with Amazon CloudWatch Logs through a standardized interface using AWS SDK.

- Create the MCP configuration file (mcp.json) in the Amazon Q Developer CLI’s local directory (~/.aws/amazonq/)
- Update your mcp.json file with AWS Billing and Cost Management MCP Server and CloudWatch MCP Server configurations
### 1.
Login to Amazon Q and Initiating the MCP Server

Cost Analysis for Amazon CloudWatch Using Amazon Q ...

An MCP (Model Context Protocol) server that provides tools for accessing AWS CloudWatch logs.
This server allows AI assistants to list log groups and read log entries from AWS CloudWatch.
...
This server is built using the FastMCP class from the MCP SDK, which provides a simple way to create MCP ser...

Cloud Watch Logs MCP Server

Then add MCP to your project dependencies: boto3 is required
`uv add "mcp[cli]" boto3 `
...
"args": [
...
"/Users/damodhar.meshram/mcp-servers/ai-pocs/aws-mpc-server",

Gaining Deep Insights from AWS CloudWatch Using MCP ...

An AWS Labs Model Context Protocol (MCP) server for cloudwatch-logs.
...
### Build and install docker image locally on the same host of your LLM client
1.
```
git clone https://github.com/awslabs/mcp.git
```
2. Go to sub-directory 'src/cloudwatch-logs-mcp-server/'
3. Run 'docker build -t awslabs/clo...

mcp/src/cloudwatch-logs-mcp-server/README.md at main · awslabs/mcp

awslabs/mcp: Open source MCP Servers for AWS

- **CloudWatch MCP** Server provides access to metrics, logs, and monitoring data essential for performance analysis and troubleshooting.
Note: This server requires an AWS profile configured against your AWS account and region.
...
To configure MCP servers through the VS Code interface:
1. Access MC...

Using MCP with Amazon Connect to monitor operational readiness

A Model Context Protocol (MCP) server that provides AI assistants access to AWS CloudWatch Logs for analysis, searching, and correlation.

awslabs/Log-Analyzer-with-MCP

The AWS MCP Server is now generally available

I vibe coded an MCP server that feeds CloudWatch logs directly to LLMs ...

mcp/cloudwatch-mcp-server - Docker Image

AWS Labs MCP/awslabs/cloudwatch-logs-mcp-server

To centralize your logs in AWS CloudWatch for better monitoring and analysis, you can use the CloudWatch Agent to automatically ship the MCP server logs to a CloudWatch log group.
**Prerequisites:**
1. **Install the CloudWatch Agent** on your machine: - **Amazon Linux 2/2023**:
```
sudo yum install ...

AWS API MCP Server


Which Model Context Protocol server is best for connecting desktop AI assistants to AWS account resources?

I’m happy to announce the general availability of the AWS MCP Server, a managed remote Model Context Protocol (MCP) server that gives AI agents and coding assistants secure, authenticated access to all AWS services through a small, fixed set of tools.

Top 5 MCP Servers Every AI-Powered Developer Should Know

Available MCP Servers

Welcome to Open Source MCP Servers for AWS

Awesome MCP Servers

### AWS API MCP Server - enables AI assistants to interact with AWS services and resources through AWS CLI commands

AWS API MCP Server - enables AI assistants to interact with AWS services ...

|Server Name|Primary Use Case|Key Features|Installation Method|Authentication Required|Transport Type|Official vs Community|Pricing/Free Tier|
...
The AWS MCP server provides comprehensive integration with multiple specialized AWS services through dedicated MCP servers: AWS Documentation for accessi...

The top 15 MCP servers for your AI projects

MCP establishes a universal standard for connecting agents to external capabilities.
It is commonly
referred to as the "USB-C for AI applications."
Instead of registering tools directly with agents,
MCP servers act as an intermediary for hosting tools that are discovered and invoked over JSON-
RPC...

mcp-strategies.pdf

The AWS MCP Server changes this equation.
Built on Anthropic’s open MCP standard and maintained by AWS Labs, the AWS MCP server ecosystem provides a standardized, model-agnostic interface that allows AI agents running in Claude, Amazon Bedrock, or any MCP-compatible runtime to securely interact with...

How to Build and Deploy an AWS MCP Server

GitHub - awslabs/mcp: AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

```
npx -y @modelcontextprotocol/server-memory
```

AI-App/ModelContextProtocol.Servers: Model Context Protocol ...

In this episode of AWS Show and Tell - Gen AI, learn how your organization can break down data silos and accelerate generative AI workloads on AWS using Anthropic’s open-source, model-agnostic Model Context Protocol (MCP).

Explore Model Context Protocol (MCP) on AWS! | AWS Show ...

**Model Context Protocol (MCP)** is like a universal translator that allows AI applications (like Claude, ChatGPT, or Google's AI agents) to connect to external tools and data sources in a standardized way.
...
**For Beginners**: Start with AWS Lambda (pay-per-use, no servers to manage)**For Product...

MCP Deployment AWS - Servers

Top 5 AWS MCP Gateway Alternatives

AWS API MCP Server

How to deploy MCP Servers on AWS with the Best Practices

- **AWS IaC MCP Server** (`awslabs.aws-iac-mcp-server`) - CloudFormation and CDK operations

AWS SDK with MCP: AI integration for enterprise workloads

We’re excited to announce the open source release of AWS MCP Servers for code assistants — a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services (AWS) best practices directly to your development workflow.

Introducing AWS MCP Servers for code assistants (Part 1)

appcypher/awesome-mcp-servers


Top MCP servers for Amazon Web Services cloud automation and DevOps

awslabs/mcp: Open source MCP Servers for AWS

Browse all available MCP Servers for AWS.
Use the filters and search to find the servers you need.

Available MCP Servers

12 AWS MCP Servers You Should Know🚀 Here they are, - 𝗖𝗼𝗿𝗲 𝗠𝗖𝗣 𝗦𝗲𝗿𝘃𝗲𝗿: Manages and coordinates other MCP servers with automatic installation and configuration.
- 𝗔𝗪𝗦
𝗘𝗞𝗦: Manages Kubernetes clusters, resources, and deployments on AWS EKS.
- 𝗔𝗪𝗦 𝗖𝗗𝗞: Offers AWS CDK best practices, IaC patterns, and CD...

12 AWS MCP Servers You Should Know

After hands-on testing every relevant MCP server an Amazon operator could realistically plug in, here are the top 10 — ranked by coverage, speed, security posture, and bottom-line ROI for sellers.
...
### 1.
DataDoe MCP — the Amazon core
**Best for:** sellers, vendors, agencies.
**Cost:** $97/mo aft...

Top 10 MCP Servers for Amazon Sellers in 2026 (Ranked ...

*MCP servers for cloud platforms*
**awslabs/mcp** (🥇26 · ⭐ 6.7K) - AWS MCP servers for seamless integration with AWS services and resources.
...
**cloudflare/mcp-server-cloudflare** (🥇22 · ⭐ 3K) - Integration with Cloudflare services including Workers, KV, R2, and D1.
...
**portainer/portainer-mcp**...

tolkonepiu/best-of-mcp-servers

The AWS Lambda Tool MCP Server simplifies deployment of serverless functions in Amazon Web Services (AWS) Cloud.

7 MCP Servers To Automate Data Center and Cloud Tasks

Amazon Web Services (AWS) provides a suite of over 60 official MCP servers that span the wide AWS product catalog.
AWS MCP servers run the gamut—from servers that provide access to documentation, to those dedicated to infrastructure and deployment, containers, Lambda functions, AI/ML frameworks, dat...

Five MCP servers to rule the cloud

|Server Name|Description|Install|
...
|AWS API MCP Server|Start here for general AWS interactions!
Comprehensive AWS API support with command validation, security controls, and access to all AWS services.
Perfect for managing infrastructure, exploring resources, and executing AWS operations through ...

- **Ease of implementation:** How quickly we could set up and configure the server
- **Documentation quality:** Whether it had clear, complete documentation with examples
- **Performance:** Response time, memory usage, and request throughput
- **Community support:** Active maintenance and available ...

10 Best MCP Servers For Developers

Today, AWS announces the general availability of the AWS MCP Server, a managed server that gives AI coding agents secure, auditable access to AWS services through the Model Context Protocol (MCP).

The AWS MCP Server is now generally available

|Server|What it does|
...
|AWS Documentation MCP|Fetch, search, and convert AWS docs to markdown|
...
For AWS-heavy teams, this remains essential infrastructure — the Knowledge server and the managed AWS MCP Server (now GA) are worth using today.

What Doesn't Work Well

Automating AI-assisted container deployments with the ...

Accelerating development with the AWS Data Processing ...

I’m happy to announce the general availability of the AWS MCP Server, a managed remote Model Context Protocol (MCP) server that gives AI agents and coding assistants secure, authenticated access to all AWS services through a small, fixed set of tools.
...
** The AWS MCP Server is available today in ...

Profile of awslabs-mcp

Awesome MCP Servers

AWS MCP Servers

AWS API MCP Server now available

Setting up the AWS MCP Server - Agent Toolkit for AWS


How to expose AWS infrastructure context to LLMs using an MCP server?

Model Context Protocol (MCP) server that enables LLMs to directly create and manage over 1,100 AWS resources through natural language using AWS Cloud Control API and IaC Generator with Infrastructure as Code best practices.

AWS Cloud Control API MCP Server | Welcome to Open Source ...

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.
...
MCP servers can access local data sources and...

Welcome to Open Source MCP Servers for AWS

I’m happy to announce the general availability of the AWS MCP Server, a managed remote Model Context Protocol (MCP) server that gives AI agents and coding assistants secure, authenticated access to all AWS services through a small, fixed set of tools.
...
To use my local AWS credentials configuratio...

Model Context Protocol (MCP) is a standardized open protocol that enables seamless interaction between large language models (LLMs), data sources, and tools.
...
To complete the solution, you need to have the following prerequisites in place:
- uv package manager
- Install Python using `uv python in...

{ts:416} so it's a client server protocol um so your client being your application your your your server being the mCP server
{ts:424} that provides that access to your data source and your data source could be a database like I said S3 bucket it could
...
{ts:950} protocol yeah absolutely so if you...

AWS MCP Servers (awslabs/mcp) | Context7

1. Clone the repository:
...
3. Login to public ECR:
```
aws ecr-public get-login-password --region us-east-1 | docker login --username AWS --password-stdin public.ecr.aws
```
4. Deploy the stacks:
Without domain configuration:
```
cdk deploy --all
...
cdk deploy --all --context cdnCertificateArn=ar...

GitHub - aws-solutions-library-samples/guidance-for-deploying-model-context-protocol-servers-on-aws: This Guidance demonstrates how to securely run Model Context Protocol (MCP) servers on the AWS Cloud using containerized architecture. It helps organizations implement industry-standard OAuth 2.0 authentication while protecting server deployments with multiple security layers, including content delivery networks and web application firewalls.

1. The client connects to the MCP server and obtains a list of available tools.
2. The client invokes the LLM using a prompt engineered with the list of tools available on the MCP server (message of type “user”).
3. The LLM reasons with respect to which ones it needs to call and how many times, and ...

Extend large language models powered by ...

Deploying Model Context Protocol (MCP) servers on ...

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.
...
Generally, you can:
1. Install `uv` from Astr...

AWS MCP Servers | MCP Servers · LobeHub

At its core, MCP is a standardized, open protocol that enables seamless interaction between large language models (LLMs), data sources, and tools.
...
1. **Request**: You ask a question or give a task to your LLM
2. **Recognition**: The LLM recognizes that it needs external information or tools
3. *...

How the Model Context Protocol transforms AI in the Cloud

MCP tool design: Practical approaches and tradeoffs

AWS Labs' MCP (Model Context Protocol) is an open-source Python suite that connects AI coding assistants and agents to AWS services, documentation, and best practices.
It enables tools like Claude, Cline, and Cursor to access AWS capabilities through a standardized protocol, supporting infrastructur...

AWS MCP Servers: AI-Assisted Cloud Development & Deployment | DEV.co

For example, AWS provides the AWS
MCP Server, a managed remote MCP server that provides AI assistants and agents with secure,
authenticated access to AWS services through natural language interactions.

mcp-strategies.pdf

Model Context Protocol strategies on AWS

The CCAPI MCP server addresses this through a token messenger pattern shown above, where the server generates and controls validation tokens, and the AI Agent (as the MCP client) passes these tokens between tool calls.

Building MCP Servers with Controlled Tool Orchestration

awslabs/mcp: Open source MCP Servers for AWS

The Model Context Protocol, developed by Anthropic, offers a standardized way to connect AI models to external data sources and tools through a client-server architecture.

Creating Your Own AWS Architect with OpenCode and AWS MCP ...

- **AWS Resources Context** - Access to AWS profiles, regions, account information, and environment details via MCP Resources

GitHub - alexei-led/aws-mcp-server: A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management.

- **MCP Host**: The LLM-powered application (Claude, Google ADK agents)
- **MCP Client**: Maintains 1:1 connection with MCP Server
- **MCP Server**: Supplies context, tools, and prompts to the client
...
pip install -r requirements.txt -t lambda_package/
...
Deploy with AWS CLI
...
# Create deployme...

GitHub - krittaprot/mcp-deployment-aws


What MCP server enables natural language querying of AWS infrastructure status?

Today, AWS announces the developer preview of the AWS API model context protocol (MCP) server, a new tool that enables foundation models (FMs) to interact with any AWS API through natural language by creating and executing syntactically correct and valid CLI commands.
With the AWS API MCP Server, cu...

AWS API MCP Server now available

I’m happy to announce the general availability of the AWS MCP Server, a managed remote Model Context Protocol (MCP) server that gives AI agents and coding assistants secure, authenticated access to all AWS services through a small, fixed set of tools.
...
** The AWS MCP Server is available today in ...

The AWS MCP Server is now generally available | Amazon Web Services

# Introducing AWS Cloud Control API MCP Server: Natural Language Infrastructure Management on AWS
...
Today, we’re officially announcing the** AWS Cloud Control API (CCAPI) MCP Server**.
This MCP server transforms AWS infrastructure management by allowing developers to create, read, update, delete, ...

Today, AWS announces the release of the Model Context Protocol (MCP) server for AWS Price List, now available in the AWS Labs GitHub repository.
The MCP server provides AI agents with real-time access to AWS product data, availability information and pricing details, including on-demand, reserved, a...

Announcing Model Context Protocol (MCP) Server for ...

Today, AWS announces the general availability of the AWS MCP Server, a managed server that gives AI coding agents secure, auditable access to AWS services through the Model Context Protocol (MCP).
The AWS MCP Server is a core component of the Agent Toolkit for AWS, which helps coding agents build on...

I then demonstrate how the AWS Cloud Control API MCP Server revolutionizes infrastructure management by allowing you to interact with AWS resources using natural language commands.
Watch as I show you how this MCP Server helps overcome traditional IaC barriers by translating natural language instruc...

We recently launched the open source Prometheus Model Context Protocol (MCP) server for Amazon Managed Service for Prometheus.
This new capability enables artificial intelligence (AI) code assistants such as Amazon Q Developer CLI, Cline, and Cursor to interact with your Prometheus monitoring infras...

Prometheus MCP Server: AI-Driven Monitoring Intelligence ...

Today, AWS announces the general availability (GA) of the AWS Knowledge Model Context Protocol (MCP) Server.
The AWS Knowledge server gives AI agents and MCP clients access to authoritative knowledge, including documentation, blog posts, What's New announcements, and Well-Architected best practices,...

AWS Knowledge MCP Server now generally available

Today, we’re excited to introduce the AWS Infrastructure-as-Code (IaC) MCP Server, a new tool that bridges the gap between AI assistants and your AWS infrastructure development workflow.
Built on the Model Context Protocol (MCP), this server enables AI assistants like Kiro CLI, Claude or Cursor to h...

Introducing the AWS Infrastructure as Code MCP Server: AI ...

The Amazon ECS MCP server is a fully managed service enabling AI-powered experiences for development and operations.
Model Context Protocol (MCP) provides a standardized interface that enriches AI agents and applications with real-time, contextual knowledge of your Amazon ECS workloads, enabling mor...

Amazon ECS MCP server

The AWS MCP Server is a managed remote Model Context Protocol (MCP) server that provides AI
assistants and agents with secure, authenticated access to AWS services through natural language
interactions.

[PDF] AWS MCP Server - User Guide

AWS recently introduced **Model Context Protocol (MCP) integration with Cloud Control API**, enabling users to manage AWS resources using natural language instructions.
In a groundbreaking move, AWS has introduced a suite of MCP servers, including one for the Cloud Control API, enabling a new paradi...

Infrastructure as Conversation with AWS Cloud Control API

Please migrate to the AWS IAC MCP Server, which provides infrastructure-as-code authoring with CloudFormation and CDK documentation, template validation (cfn-lint), compliance checking (cfn-guard), and deployment troubleshooting.
...
Model Context Protocol (MCP) server that enables LLMs to directly ...

AWS Cloud Control API MCP Server | Welcome to Open Source ...

Using MCP with Amazon Q Developer - docs.aws.amazon.com

Available MCP Servers

Guidance for Vibe Coding with AWS MCP servers - AWS Documentation

Access all AWS services for managing infrastructure, exploring resources, and executing AWS operations with full transparency and traceability.
...
- **💰 Cost & Operations**: Monitor, optimize, and manage your AWS infrastructure and costs

Welcome to Open Source MCP Servers for AWS

Unlocking the power of Model Context Protocol (MCP) on ...


Best enterprise-grade MCP server with role-based access control for AWS cloud resources

Identity and access management for AWS MCP Server

- **For config-bound agents:** Create agent-specific IAM roles with narrower permissions than human roles or configure self-managed MCP servers to `AssumeRole` into an organization-defined role.
Have your security team attach permission boundaries to agent-specific roles to enforce maximum permissio...

Secure AI agent access patterns to AWS resources using ...

AWS IAM MCP Server

[PDF] AWS MCP Server - User Guide

**Start with Read-Only Access (Recommended)**
aws iam attach-role-policy
--role-name your-mcp-role
--policy-arn arn:aws:iam::aws:policy/ReadOnlyAccess

AWS Marketplace: AWS API MCP Server - Amazon.com

We use the latest standard OOTH 2.1 for those
{ts:299} digital ID cards or tokens.
We absolutely enforce multifactor authentication, MFA.
You know, that
...
Then, we use something called RO based access control
{ts:311} or arbback.
This is super important.
It means we can create roles like say an SA...

Building the Digital Fortress (How to set up a public MCP server in AWS)

How to Implement RBAC for MCP Tools: A Practical Guide ...

AWS MCP Server - Agent Toolkit for AWS

Security best practices in IAM - AWS Identity and Access ...

Model Context Protocol (MCP) Security Implementation ...

There's no single best MCP server — there's the best one for your stack, your team, and your security requirements.
If you're an enterprise on AWS, start with Amazon Bedrock AgentCore.

Top 5 MCP Servers to Supercharge Your Cloud ...

RFC: AWS IAM MCP Server · Issue #620 · awslabs/mcp

For enterprise customers, the AWS MCP Server provides a clear separation between human and agent permissions.
You can use IAM policies or Service Control Policies to specify that a given user can perform mutating operations while the MCP server is restricted to read-only actions.

The AWS MCP Server is now generally available

AWS API MCP Server

AWS re:Inforce 2025 - Secure remote MCP server deployment ...

Role-Based Access Control in MCP Servers - Medium

Because AWS MCP Server forwards requests to downstream AWS services using your
credentials, the IAM policies attached to your IAM user or role determine what
actions the MCP server can perform on your behalf.
No additional IAM configuration

How AWS MCP Server works with IAM - Agent Toolkit for AWS

For application authentication and authorization, we propose using an MCP Auth Server (refer to the following GitHub repo) to hand off those tasks to a dedicated component that can scale independently.
At the time of writing, the MCP protocol doesn’t provide built-in mechanisms for user-level access...

Accelerating AI innovation: Scale MCP servers for ...

### AWS IAM MCP Server
Developer Tools & SupportVibe Coding & Development
Comprehensive IAM user, role, group, and policy management with security best practices
…

AWS MCP Server GA: Secure AWS API Access for AI Agents


Which AWS MCP server supports fine-grained IAM permission scoping for AI tools?

We recently introduced two standardized IAM context keys (`aws:ViaAWSMCPService` and `aws:CalledViaAWSMCP`) that give you this control.
These context keys work consistently across all AWS-managed remote MCP servers, so you can implement defense-in-depth security, maintain detailed audit trails, and ...

With general availability, we are introducing several new capabilities.
The AWS MCP Server now supports IAM context keys, so you no longer need a separate IAM permission to use the server and can express fine-grained access in a standard IAM policy.
Documentation retrieval no longer requires authent...

AWS introduced IAM Policy Autopilot, an open-source reference implementation of a Model Context Protocol (MCP) server.
This tool is designed to simplify the creation of fine-grained, least-privilege IAM policies by analyzing AWS CloudTrail logs.
It exposes a `generate_policy` tool that AI agents can...

Simplify IAM policy creation with IAM Policy Autopilot, a new open ...

This RFC proposes the development of a comprehensive AWS IAM Access Analyzer MCP Server that provides AI assistants with robust access to AWS IAM Access Analyzer features features such as identify external, internal, and unused access to your AWS resources and create and validate policies that match...

RFC: AWS IAM Access Analyzer MCP Server · Issue #893

13 MCP サーバーにおける FGAC の課題 ⼀⽅で、MCP サーバー⾃体にはツール・データのアクセス制御機能がない。FGAC 実現のため、 (1) MCP サーバーの前段で認可レイヤーを実装する⽅法と、(2) MCP サーバーに Credential を渡して MCP ツール側で権限制御する⽅法が考えられる。
...
15 AgentCore を利⽤した FGAC AgentCore Gateway の Inbound 認証や、AgentCore Policy, Gateway Interceptors を利⽤することで、 MCP サーバーの前段で、認証ユーザー毎に MCP サーバー・ツ...

AIエージェントの権限管理 1: MCPサーバー・ ツールの Fine ...

AWS re:Inforce 2025 - The right way to secure AI agents with ...

When an agent calls a tool exposed by an MCP server, the MCP server’s execution context has its own identity — a Lambda IAM role for Lambda-based MCP servers — that determines what the tool can actually do in the external system.
The MCP server is responsible for verifying that the calling agent has...

AI agent identity and access management - AWS - Amazon.com

New IAM context keys (aws:ViaAWSMCPService, aws:CalledViaAWSMCP) let you apply different governance controls to AI-initiated actions, using the same IAM tools your teams already know.

Understanding IAM for Managed AWS MCP Servers - LinkedIn

With the launch of gateway interceptors, AgentCore Gateway helps organizations implement fine-grained access control and credential management through custom Lambda functions at two critical points:
...
You can implement fine-grained access control using JWT scopes combined with gateway interceptors...

Apply fine-grained access control with Bedrock AgentCore ...

A Model Context Protocol (MCP) server for comprehensive AWS Identity and Access Management (IAM) operations.
This server provides AI assistants with the ability to manage IAM users, roles, policies, and permissions while following security best practices.
...
**Parameters:**
- `scope` (optional): Sc...

AWS IAM MCP Server

A primary differentiator of the Agent Toolkit for AWS is its ability to distinguish between human-initiated actions and agent-initiated actions README.md134-136 This is achieved through IAM condition keys that allow administrators to write policies specifically for the MCP server context.
...
|Featu...

Security & Enterprise Controls | aws/agent-toolkit-for-aws | DeepWiki

recommended that you implement guardrails at the agent level that restrict which MCP servers can
be accessed based on user intent and permissions.
This can be achieved through a combination of
the following:
• Conditional server loading – Load the read-only MCP server only when the agent detects r...

mcp-strategies.pdf

How to secure MCP tools on AWS for AI agents ...

To connect to the EKS MCP server, your IAM role must have the following policies attached: **
`eks-mcp:InvokeMcp`
** (required permissions for initialization and retrieving information about available tools), **
`eks-mcp:CallReadOnlyTool`
** (required permissions for usage of read-only tools), and *...

Getting Started with the Amazon EKS MCP Server

Today, we’re announcing IAM Policy Autopilot, a new open source Model Context Protocol (MCP) server that analyzes your application code and helps your AI coding assistants generate AWS Identity and Access Management (IAM) identity-based policies.
...
IAM Policy Autopilot generates identity-based pol...

Simplify IAM policy creation with IAM Policy Autopilot, a ...

AWS offers fully managed MCP servers, including the AWS MCP Server, Amazon EKS MCP Server, and Amazon ECS MCP Server.
...
AWS-managed MCP servers automatically add IAM context keys (aws:ViaAWSMCPService and aws:CalledViaAWSMCP) to every downstream AWS service call.
You can write IAM policies that ch...

Secure AI agent access patterns to AWS resources using ...

Model Context Protocol (MCP) Security Implementation ...


We need an MCP server so our developer assistant can create and check AWS SQS queues. What should we use?

A Model Context Protocol (MCP) server for Amazon SNS / SQS that enables generative AI models to manage SNS Topics and SQS Queues through MCP tools.
...
This MCP server acts as a **bridge** between MCP clients and Amazon SNS / SQS, allowing generative AI models to create, configure, and manage Topics...

Amazon SNS SQS MCP Server

- Server : Transport layer that listens to a queue for MCP requests and writes the responses to a topic
...
- Server : Transport layer that listens to a queue for MCP requests and writes the responses to another queue
...
The examples in this repo uses the basic way of creating MCP servers and clien...

asyncmcp/README.md at main · bh-rat/asyncmcp

AWS SNS SQS MCP サーバーは軽量なアプリケーションで、Amazon Simple Notification Service (SNS) と Simple Queue Service (SQS) の操作を標準化されたMCPツールとして公開します。これにより、大規模言語モデル（LLM）やインテリジェントエージェントが、AWSのメッセージリソースを安全にプログラム的に管理できます。
...
`uv`と Python (3.10) をインストールします。
...
`uv`または Docker を使用して、マシン上に
`awslabs.amazon-sns-sqs-mcp-server`を...

AWS SNS SQS MCP Server

Available MCP Servers

awslabs/mcp: Open source MCP Servers for AWS

An MCP Server is a lightweight program that exposes specific capabilities through the standardized Model Context Protocol.
...
|Server Name|Description|Install|
|--|--|--|
|Amazon SNS / SQS MCP Server|Event-driven messaging and queue management| |
...
|Server Name|Description|Install|
...
|Amazon SN...

GitHub - awslabs/mcp: AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

The AWS SQS MCP MCP server, built by community, provides amazon SQS server for sending, receiving, and managing messages in AWS Simple Queue Service queues.
It is community-built and best for Cloud.
...
npx aws-sqs-mcp
...
AWS SQS MCP is an MCP server built by community.
Amazon SQS server for sendin...

AWS SQS MCP MCP Server | MyMCPTools

An MCP Server is a lightweight program that exposes specific capabilities through the standardized Model Context Protocol.
...
### Amazon SNS / SQS MCP Server
Integration & MessagingAutonomous Background Agents
Event-driven messaging and queue management
### Amazon MQ MCP Server

Welcome to Open Source MCP Servers for AWS

AWS MCP Servers Part 4: The Operator's Toolkit

Check out the GitHub repository for [asyncmcp](://github/bhat/mcp), which provides custom asynchronous transport layers for the MCP framework, enabling both server and client functionality.
It currently integrates with AWS SNS, SQS, and SQS alone, all under the Apache 2.0 license.

Ran MCP client + server asynchronously on AWS SNS+SQS

With MCP integration in Amazon Quick, you can connect to remote MCP servers so that your AI assistant can use the tools that those servers provide.
...
After you prepare your MCP server configuration and authentication credentials, create your MCP integration.
1. In the Amazon Quick console, choose ...

Model Context Protocol (MCP) integration - Amazon Quick

I’m happy to announce the general availability of the AWS MCP Server, a managed remote Model Context Protocol (MCP) server that gives AI agents and coding assistants secure, authenticated access to all AWS services through a small, fixed set of tools.

The AWS MCP Server is now generally available

- CloudWatch logs access
- SQS/SNS messaging
- IAM management
- CloudFormation stack operations
**Installation**:
```
npm install @modelcontextprotocol/server-aws
```
**Configuration**:
```
{ "mcpServers": { "aws": { "command": "npx", "args": [ "-y", "@modelcontextprotocol/server-aws", "--region", "...

Next-Gen AI Development: Inside the MCP Server Ecosystem

To address these challenges and enhance developer productivity, we’re excited to introduce the AWS Data Processing MCP Server, an open-source tool that uses the Model Context Protocol (MCP) to simplify analytics environment setup on AWS.
...
1. Install the Amazon Q Developer CLI.
2. Clone the MCP Se...

Accelerating development with the AWS Data Processing ...

awslabs-amazon-sns-sqs-mcp-server - 9K GitHub stars | PyRank

AWS Documentation MCP Server


What Model Context Protocol server offers the broadest coverage of AWS service APIs?

AWS has recently made its managed Model Context Protocol (MCP) server generally available, giving AI coding agents controlled access to AWS APIs, documentation, and operational workflows through a standard interface.
...
Since its preview at the annual re:Invent conference, AWS has expanded support ...

AWS MCP Server Reaches GA with Full API Coverage and ...

Today, AWS announces the developer preview of the AWS API model context protocol (MCP) server, a new tool that enables foundation models (FMs) to interact with any AWS API through natural language by creating and executing syntactically correct and valid CLI commands.
...
The AWS API MCP Server allo...

AWS API MCP Server now available

Today, AWS announces the AWS MCP Server, a managed remote Model Context Protocol (MCP) server that helps AI agents and AI-native IDEs perform real-world, multi-step tasks across one or more AWS services.
The AWS MCP Server consolidates capabilities from the existing AWS API MCP and AWS Knowledge ser...

AWS announces a preview of the AWS MCP Server

Unlocking the power of Model Context Protocol (MCP) on ...

Announcing new Model Context Protocol (MCP) Servers ...

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.
...
Access all AWS services for managing infrastructure, exploring resources, and executing AWS ...

Guidance for Deploying Model Context Protocol Servers on AWS

aws-solutions-library-samples/guidance-for-deploying-model-context-protocol-servers-on-aws | DeepWiki

### AWS API MCP Server - enables AI assistants to interact with AWS services and resources through AWS CLI commands

AWS API MCP Server - enables AI assistants to interact with AWS services ...

Deploying Model Context Protocol (MCP) servers on ...

Model Context Protocol strategies on AWS

Today, AWS announces the open-source AWS Serverless Model Context Protocol (MCP) Server, a tool that combines the power of AI assistance with serverless expertise to enhance how developers build modern applications.

Introducing AWS Serverless MCP Server: AI-powered ...

How to Build and Deploy an AWS MCP Server

For general AWS interactions and comprehensive API support, we recommend starting with:
| Server Name | Description | Install |
|-------------|-------------|---------|
| [AWS API MCP Server](src/aws-api-mcp-server) | Start here for general AWS interactions!
Comprehensive AWS API support with command...

README.md

How to deploy MCP Servers on AWS with the Best Practices

It's a team that works really closely with our our
{ts:366} customers and essays in the field and they maintain a repo of 50 plus different MCP servers now including MCP
{ts:374} servers to interface with AWS documentation and now to interface directly with AWS service APIs.
Right?
...
So now you're...

MCP explained: What everyone should know about Model Context Protocol | Amazon Q Podcast

Um just as a reminder, MCP stands for model context protocol and that is that open standard
{ts:284} development um uh that makes it easier for AI agents and applications to talk to tools, data sources and systems
…

Building the Future of AI Integration: Mastering Model Context Protocol with Real-World Applications

MCP Server, a managed remote MCP server that provides AI assistants and agents with secure,
authenticated access to AWS services through natural language interactions.

mcp-strategies.pdf


Best MCP server for connecting LLM context windows to Amazon Web Services documentation and architecture

Welcome to Open Source MCP Servers for AWS

For Amazon Location Service
development, the following MCP servers are recommended:
- **aws-knowledge-mcp-server** - Access to AWS documentation, API references, best practices, and knowledge bases.
Does not require AWS credentials or authentication, making it ideal for documentation lookup without ...

Build with AI agents - Amazon Location Service

Per lo sviluppo di Amazon Location Service, sono consigliati i seguenti server MCP:
- **aws-knowledge-mcp-server**- Accesso alla AWS documentazione, ai riferimenti API, alle best practice e alle knowledge base.
Non richiede AWS credenziali o autenticazione, il che lo rende ideale per la ricerca di d...

Lavorare con l'intelligenza artificiale e LLMs

For example, AWS provides
the AWS MCP Server, a managed remote MCP server that provides AI assistants and agents with secure, authenticated access to AWS services through natural language interactions.
You can use the AWS MCP Server to perform complex, multi-step AWS tasks by combining real-time acc...

What is MCP? - AWS Prescriptive Guidance

MCP Server, a managed remote MCP server that provides AI assistants and agents with secure,
authenticated access to AWS services through natural language interactions.
You can use the
AWS MCP Server to perform complex, multi-step AWS tasks by combining real-time access to
AWS documentation, synta...

mcp-strategies.pdf

I’m happy to announce the general availability of the AWS MCP Server, a managed remote Model Context Protocol (MCP) server that gives AI agents and coding assistants secure, authenticated access to all AWS services through a small, fixed set of tools.
...
The `search_documentation` and `read_documen...

The AWS MCP Server is now generally available | Amazon Web Services

awslabs/mcp: Open source MCP Servers for AWS

### AWS Documentation MCP Server
DocumentationVibe Coding & DevelopmentConversational Assistants
Get latest AWS docs and APIs
### AWS Knowledge MCP Server
...
Get latest AWS docs, code samples, and other official content

Available MCP Servers

Unlocking Agentic AI with MCP: AWS Guidance

Explore Model Context Protocol (MCP) on AWS! | AWS Show ...

AWS Knowledge MCP Server

Model Context Protocol (MCP) integration - Amazon Quick

AWS API MCP Server now available

- **Command Documentation** - Detailed help information for AWS CLI commands

GitHub - alexei-led/aws-mcp-server: A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management.

Code execution with MCP: building more efficient AI agents

How to connect 100 MCP servers without the context window ...

How the Model Context Protocol transforms AI in the Cloud

#### 1.
Test with Claude Desktop
Add to your Claude Desktop config:
{
"mcpServers": {
"my-mcp-server": {
"command": "python",
"args": ["/path/to/your/mcp_server.py"]
}
}
}

MCP Deployment AWS - Servers


Which MCP server allows AI chatbots to interact with AWS ECS and EKS clusters?

Today, we’re introducing specialized Model Context Protocol (MCP) servers for Amazon Elastic Container Service (Amazon ECS), Amazon Elastic Kubernetes Service (Amazon EKS), and AWS Serverless, now available in the AWS Labs GitHub repository.
...
- The Amazon ECS MCP Server containerizes and deploys ...

Enhance AI-assisted development with Amazon ECS ...

The Amazon EKS MCP server is a fully managed service enabling AI powered experiences for development and operations.
Model Context Protocol (MCP) provides a standardized interface that enriches AI agents and applications with real-time, contextual knowledge of your EKS clusters and Kubernetes resour...

Amazon EKS Model Context Protocol (MCP) Server

AWS announces MCP Servers for Amazon EKS, ECS and Lambda.
Learn how to give your AI agents real-time context across your AWS services.
...
Uh today we announced again Amazon EKS, ECS uh and and serverless MCP servers allowing you
{ts:51} to get context from these services directly in your code AI ag...

Meet MCP Servers | Context-Aware AI for Amazon EKS and ECS

Today, we’re excited to announce the launch of the open source Model Context Protocol (MCP) server for Amazon Elastic Kubernetes Service (Amazon EKS).
This new capability enables artificial intelligence (AI) code assistants such as Amazon Q Developer CLI, Cline, and Cursor to seamlessly interact wit...

Accelerating application development with the Amazon EKS MCP ...

are two separate MCP servers.
They have separate
endpoints that are available
{ts:1369} in all the commercial regions.
...
{ts:1849} so this proxy is required
to connect with any AWS first party hosted MCP server, not just EKS and ECS.
...
{ts:1944} ECS MCP server enables you
to use natural language...

AWS re:Invent 2025 - Build AI-powered developer ...

4. The Agent connects to the MCP Server over Amazon ECS Service Connect using the Streamable HTTP transport.
Amazon ECS Service Connect handles the underlying network routing.
...
Deploy services in dependency order: MCP Server first, then Agent, then UI.

Deploying Model Context Protocol (MCP) servers on ...

In this video, Steve Kendrex and George introduce the Model Context Protocol (MCP) and demonstrate AWS's hosted MCP servers for Amazon ECS and EKS.
They explain how MCP addresses limitations of LLMs by providing standardized integration between AI agents and data sources through tools, resources, an...

Remote MCP servers, which communicate over HTTP(S) instead of STDIO, unlock a whole new level of flexibility and scalability — something you just can’t get with local setups.
...
- Use **Kubernetes Services** to discover and route to MCP pods
- Deploy behind an **Application Load Balancer (ALB) or N...

Beyond Local: The Road to Robust MCP Server on Amazon EKS

- **Amazon EKS MCP Server**: provides tools for cluster management, Kubernetes resource operations, and deployment orchestration.
- **AWS Knowledge MCP Server**: enables querying AWS documentation and best practices during the migration.

Migrate Amazon EC2 to EKS Auto Mode using Kiro CLI ...

This guide walks you through the steps to set up and use the EKS MCP Server with your AI code assistants.
You’ll learn how to configure your environment, connect to the server, and start managing your EKS clusters through natural language interactions.
...
The Amazon EKS MCP Server is in preview rel...

Getting Started with the Amazon EKS MCP Server

The Amazon EKS MCP Server is an open-source tool that functions as a standardized bridge between AI code assistants—such as Amazon Q Developer, Anthropic's Claude, and Cursor—and your Amazon EKS clusters.
Its primary function is to equip these AI assistants with real-time contextual data and a s...

MCP Server on EKS: A Comprehensive Guide for ...

Containers (EKS and ECS) now have remote MCP servers

AWS released the official Amazon EKS MCP Server, and it does the following: - Create an Amazon EKS Cluster - Create and deploy YAML - Trained on years of EKS troubleshooting guide, and can read logs to fix issues - All in natural language, aka plain English, without knowing any Kubernetes command!
....

How to use Amazon EKS MCP Server for Kubernetes


What is the most secure MCP server implementation for Amazon Web Services APIs?

AWS re:Inforce 2025 - Secure remote MCP server deployment for Gen AI ...

I’m happy to announce the general availability of the AWS MCP Server, a managed remote Model Context Protocol (MCP) server that gives AI agents and coding assistants secure, authenticated access to all AWS services through a small, fixed set of tools.

The AWS MCP Server is now generally available

Security enhancements offer improved secure file system controls, and better input validation.

AWS API MCP Server v1.0.0 release

The recommendations in this guide map to the following five pillars of the
AWS Well-Architected Framework:
• Security – Token isolation, scoped-down credentials, separate read/write authorization
• Operational Excellence – Tool selection accuracy metrics, golden datasets for regression testing
...
...

mcp-strategies.pdf

Amazon Cognito provides OAuth 2.0 authentication with the authorization code grant flow, enabling secure machine-to-machine communication with MCP servers.

AWS Documentation

awslabs/mcp: Open source MCP Servers for AWS

This guidance demonstrates how to deploy Model Context Protocol (MCP) servers on AWS with secure authentication using Amazon Cognito, implementing the **2025-06-18 MCP specification** with OAuth 2.0 Protected Resource Metadata (RFC9728).
It enables you to host MCP servers that can be accessed remote...

GitHub - aws-solutions-library-samples/guidance-for-deploying-model-context-protocol-servers-on-aws: This Guidance demonstrates how to securely run Model Context Protocol (MCP) servers on the AWS Cloud using containerized architecture. It helps organizations implement industry-standard OAuth 2.0 authentication while protecting server deployments with multiple security layers, including content delivery networks and web application firewalls.

- Separating read and write operations at the tool level is one of the simplest and most effective ways to reduce risk in LLM-connected systems.
- A default-deny approach to mutations creates a safer path from experimentation to production use.

Building a Secure MCP Server on AWS for a Million-Company B2B ...

For API authorization, configure the API Gateway Cognito authorizer and add the `WWW-Authenticate` header to the gateway response for UNAUTHORIZED errors to route to the resource server metadata.
...
In this article, I demonstrated how to implement a remote MCP server with OAuth authorization using ...

Building a Remote MCP Server with OAuth Authorization ...

Model Context Protocol (MCP) Security Implementation Guide for ...

The AWS API MCP Server is now available on ...

- Use OAuth 2.1 as a standard authentication mechanism to access MCP servers.
...
- Use IAM roles to grant least privilege and temporary access to MCP servers.
...
- Never hardcode secrets (API keys, tokens, passwords) in source code or commit them to version control.
- Securely store service accoun...

Securing MCP Servers

For Lambda, the lowest-friction production setup is **Amazon Cognito** as the authorization server fronted by an API Gateway HTTP API JWT authorizer.
...
On the AWS side, three architectural decisions matter most.
First, OAuth 2.1 with Cognito as the authorization server, RFC 9728 Protected Resource...

MCP Server on AWS Lambda Complete Guide

The Serverless MCP Server incorporates built-in guardrails to ensure secure and controlled development.
By default, the MCP server operates in a read-only mode, allowing only non-mutating actions.
This safety-first approach allows you to explore serverless capabilities and architectural patterns whi...

Introducing AWS Serverless MCP Server: AI-powered development for ...

- **Principle 1 – Assume all granted permissions could be used:** Design permissions based on the acceptable scope of impact, not intended functionality alone.
- **Principle 2 – Provide organizational guidance on role usage:** Enforce permission design through role governance, session policies, perm...

Secure AI agent access patterns to AWS resources using ...

When deployed to AgentCore, it provides secure, scalable access to AWS APIs with built-in authentication and session isolation.

AWS Marketplace: AWS API MCP Server - Amazon.com

Start here for secure, auditable AWS interactions!
...
Built with safety and control in mind: syntactically validated API calls, IAM-based permissions with zero credential exposure, and complete CloudTrail audit logging.

Welcome to Open Source MCP Servers for AWS

- **Hallucination Protection**: Mitigates the risk of model hallucination by strictly limiting execution to valid AWS CLI commands only - no arbitrary code execution is permitted
- **Security-First Design**: Built with security as a core principle, providing multiple layers of protection to safeguar...

AWS API MCP Server

### Security Considerations
- Ensure the IAM credentials include permissions for Cloud Control API actions (List, Get, Create, Update, Delete).
See the AWS CCAPI API documentation for more info
- Follow IAM least privilege principles
- Enable AWS CloudTrail auditing
- Consider running in read-only m...

Introducing AWS Cloud Control API MCP Server

AWS API MCP Server - enables AI assistants to interact with AWS services and resources ...


Recommended MCP server for AI agents doing automated cloud auditing on AWS

There's no single best MCP server — there's the best one for your stack, your team, and your security requirements.
If you're an enterprise on AWS, start with Amazon Bedrock AgentCore.

Top 5 MCP Servers to Supercharge Your Cloud ...

Secure, auditable AWS operations with API access, documentation, Agent SOPs, and CloudTrail logging.
...
Automated security scanning, code review, and penetration testing using AWS Security Agent

Best MCP Servers 2026: GitHub, AWS & AI Agents

- **Assess direct access paths:** Evaluate whether your agents have access to general-purpose tools (bash, shell, code execution) that can bypass MCP servers.
If they do, rely on principles 1 and 2 for those paths and consider restricting tool availability where possible.
- **Choose a differentiatio...

Secure, auditable AWS operations with API access, documentation, Agent SOPs, and CloudTrail logging.
...
### AWS Security Agent MCP Server
...
Automated security scanning, code review, and penetration testing using AWS Security Agent
…

Available MCP Servers

|Vendor|Instance SKU|CPU Cores|GPU Model and Count|Memory (GB)|Network Bandwidth (Gbps)|p99 Latency (ms)|Max Concurrent Agents|API Types and Rate Limits|Pricing per Hour ($)|SLA (%)|Regional Availability|
...
|AWS|p5.48xlarge|192|8x H100|2048|400|45|1000|REST/gRPC, 2000 RPM|32.77|99.99|Global|

Best MCP Servers 2025: Tools Every AI Agent Needs

Model Context Protocol (MCP) for Enterprises: Secure ...

Every individual API call the agent makes through the managed MCP Server shows up as its own CloudTrail event.
Each s3:ListBuckets, each lambda:GetFunction, each one gets its own event record with the full detail you'd expect from CloudTrail (timestamp, parameters, source IP, etc.).

I Switched to the Agent Toolkit for AWS. Here's Why.

AWS MCP Server - Agent Toolkit for AWS

If you are currently using the AWS API MCP Server or AWS Knowledge MCP Server, we recommend switching to the AWS MCP Server.

Setting up the AWS MCP Server - Agent Toolkit for AWS

Five MCP servers to rule the cloud

Generate Autonomous Business Insights with AI Agent and ...

The AWS MCP Server is now generally available

DAY 3: How MCP Lets AI Audit an AWS Cloud in minutes ...

Which AWS MCP can help me review/explain my ...

Introducing AWS Serverless MCP Server: AI-powered ...

awslabs/mcp: Open source MCP Servers for AWS

[PDF] AWS MCP Server - User Guide

Model Context Protocol (MCP) Security Implementation ...


Which Model Context Protocol tool provides seamless integration with AWS account management?

Model Context Protocol (MCP) is an open standard that defines how AI applications communicate with external tools and data sources.
...
With MCP integration in Amazon Quick, you can connect to remote MCP servers so that your AI assistant can use the tools that those servers provide.
...
MCP integrat...

Model Context Protocol (MCP) integration - Amazon Quick

Today, AWS announces the general availability of the Model Context Protocol (MCP) Proxy for AWS, a client-side proxy that enables MCP clients to connect to remote, AWS-hosted MCP servers using AWS SigV4 authentication.
The Proxy supports popular agentic AI development tools like Amazon Q Developer C...

The Model Context Protocol (MCP) Proxy for AWS is now ...

The MCP is an open standard that creates a universal language for AI systems to communicate with external data sources, tools, and services.
Conceptually, MCP functions as a universal translator, enabling seamless dialogue between language models and the diverse systems where your valuable informati...

Unlocking the power of Model Context Protocol (MCP) on ...

AWS Documentation

Getting started with MCP - AWS Prescriptive Guidance

In this episode of AWS Show and Tell - Gen AI, learn how your organization can break down data silos and accelerate generative AI workloads on AWS using Anthropic’s open-source, model-agnostic Model Context Protocol (MCP).
Discover how MCP is reshaping the landscape for scalable, efficient, and seam...

Explore Model Context Protocol (MCP) on AWS! | AWS Show ...

Open source MCP servers for AWS are a suite of specialized MCP servers that help you get the most out of AWS, wherever you use MCP.
...
> The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools.
...
MCP Serve...

Welcome to Open Source MCP Servers for AWS

Model Context Protocol strategies on AWS

MCP Server, a managed remote MCP server that provides AI assistants and agents with secure,
authenticated access to AWS services through natural language interactions.
You can use the
AWS MCP Server to perform complex, multi-step AWS tasks by combining real-time access to
AWS documentation, synta...

mcp-strategies.pdf

This guidance demonstrates how to deploy Model Context Protocol (MCP) servers on AWS with secure authentication using Amazon Cognito, implementing the **2025-06-18 MCP specification** with OAuth 2.0 Protected Resource Metadata (RFC9728).

GitHub - aws-solutions-library-samples/guidance-for-deploying-model-context-protocol-servers-on-aws: This Guidance demonstrates how to securely run Model Context Protocol (MCP) servers on the AWS Cloud using containerized architecture. It helps organizations implement industry-standard OAuth 2.0 authentication while protecting server deployments with multiple security layers, including content delivery networks and web application firewalls.

> 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 LL...

AWS has quietly been solving a real pain point in AI-assisted cloud development — and they’ve done it through something called **MCP**, or **Model Context Protocol**.
...
MCP is an open protocol that connects AI models with AWS-specific tools, documentation, and services.
Instead of your AI assistan...

Simplifying Cloud Development with AWS MCP

> The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools.
...
AWS MCP servers enable enhanced cloud-native development, infrastructure management, and development workflows—making AI-assisted cloud computing...

README.md

Model Context Protocol (MCP) and Amazon Bedrock

Build serverless applications using natural language, run your own MCP servers remotely, and connect MCP servers to tools like Lambda without compromising on performance!
...
AWS has the AWS serverless
{ts:155} MCP server, a tool that supercharges your AI with serverless expertise to help you build ...

3 Powerful Ways to Use MCP in Serverless Environments

Deploying Model Context Protocol (MCP) servers on ...

Amazon Quick supports Model Context Protocol (MCP) integrations for action execution, data access, and AI agent integration.
You can expose your application’s capabilities as MCP tools by hosting your own MCP server and configuring an MCP integration in Amazon Quick.
...
- Step 1: Choose your MCP se...

Integrate external tools with Amazon Quick Agents using ...

Model context protocol.
So, it is a protocol to enrich contexts of large language models.
So,
...
uh they they
{ts:52} describe it as a USBC port for large language models, but people should think of it as just an easy standardized way
{ts:59} to plug any tool into a large language model to extend i...

MCP explained: What everyone should know about Model Context Protocol | Amazon Q Podcast


What MCP server should DevOps teams install to give AI assistants access to AWS diagnostics?

I’m happy to announce the general availability of the AWS MCP Server, a managed remote Model Context Protocol (MCP) server that gives AI agents and coding assistants secure, authenticated access to all AWS services through a small, fixed set of tools.

The AWS MCP Server is now generally available

The extensibility model follows three steps: first, identify the data source that AWS DevOps Agent cannot natively access; second, build an MCP server that wraps safe, structured access to that data source; and third, connect the MCP server to AWS DevOps Agent so it can incorporate the new tools int...

Diagnose EKS Node Issues Faster with AWS DevOps ...

Model Context Protocol (MCP) servers extend AWS DevOps Agent's investigation capabilities by providing access to data from your external observability tools, custom monitoring systems, and operational data sources.
...
Before connecting an MCP server, ensure your server meets these requirements:
- *...

Connecting MCP Servers - AWS DevOps Agent

awslabs/mcp: Open source MCP Servers for AWS

If you are currently using the AWS API MCP Server or AWS Knowledge MCP Server, we recommend switching to the AWS MCP Server.
The AWS MCP Server is a managed remote MCP server that reduces setup and maintenance effort and offers enhanced security controls through IAM condition keys.
...
AWS MCP Serve...

Setting up the AWS MCP Server - Agent Toolkit for AWS

Which AWS MCP can help me review/explain my infrastructure (i was ...

[PDF] AWS MCP Server - User Guide

Metrics, Alarms, and Logs analysis and operational troubleshooting
...
AWS API Activity, User or Resource analysis using CloudTrail Logs

Secure, auditable AWS operations with API access, documentation, Agent SOPs, and CloudTrail logging.
...
Metrics, Alarms, and Logs analysis and operational troubleshooting

Available MCP Servers

The AWS MCP Server (Preview) is a managed remote Model Context Protocol (MCP) server that provides AI assistants and agents with secure, authenticated access to AWS services through natural language interactions.
...
+ **Troubleshoot AWS issues** – Analyze CloudWatch logs and CloudTrail events, inve...

what-is-mcp-server.md

- The AWS IaC MCP Server provides CloudFormation validation, compliance checking, and deployment troubleshooting with built-in CloudTrail integration
...
- **AWS IaC MCP Server** (`awslabs.aws-iac-mcp-server`) - CloudFormation and CDK operations
- **AWS Lambda MCP Server** (`awslabs.lambda-tool-mcp-...

AWS SDK with MCP: AI integration for enterprise workloads

Amazon Elastic Container Service (Amazon ECS) today launched a fully managed, remote Model Context Protocol (MCP) server in preview.
...
To address the authentication gap between the MCP protocol and AWS services, you will use the AWS MCP Proxy (mcp-proxy-for-aws), which acts as an universal Signatu...

Accelerate container troubleshooting with the fully ...

For example, AWS provides the AWS
MCP Server, a managed remote MCP server that provides AI assistants and agents with secure,
authenticated access to AWS services through natural language interactions.
You can use the
AWS MCP Server to perform complex, multi-step AWS tasks by combining real-time a...

mcp-strategies.pdf

Today, we’re officially announcing the** AWS Cloud Control API (CCAPI) MCP Server**.

Introducing AWS Cloud Control API MCP Server

The AWS MCP Server is a managed remote MCP server (GA May 2026) that gives AI agents secure, authenticated access to all AWS services — 11 tools across knowledge and API categories.

AWS MCP Server - Secure Agent Access to AWS

AWS Documentation MCP Server

The AWS API MCP Server enables AI assistants to interact with AWS services and resources through AWS CLI commands.
...
To centralize your logs in AWS CloudWatch for better monitoring and analysis, you can use the CloudWatch Agent to automatically ship the MCP server logs to a CloudWatch log group.
*...

AWS API MCP Server

An MCP server that enables AI assistants to interact with AWS security services.
...
A Model Context Protocol (MCP) server that enables AI assistants to perform comprehensive AWS security analysis through natural language queries.
...
AWS Security MCP bridges AI assistants like Claude with AWS secur...

AWS Security MCP Server

| Server Name | Description | Install |
...
2. **Access MCP Settings**
- Navigate to Windsurf - Settings > Advanced Settings or use the Command Palette > Open Windsurf Settings Page
- Look for the "Model Context Protocol (MCP) Servers" section
3. **Add MCP Servers**
- Click "Add Server" to add a new...

README.md

aws-mcp-server/README.md at main · alexei-led/aws-mcp-server