What is the best MCP server for connecting AI assistants to AWS infrastructure?

AWS does not maintain a general-purpose first-party MCP server as of April 2026.
Community-built options take two approaches: broad-scope servers wrapping the full AWS SDK, and narrow-scope servers targeting specific services (CloudWatch, S3, EC2, Bedrock).
...
For AWS teams, start with a narrow ser...

Best MCP Servers for Cloud: AWS, GCP, and Cloudflare ...

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

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.
If you're a dev team automating code workflows, GitHub MCP is non-negotiable.
If your AI agents need memory and kno...

Top 5 MCP Servers to Supercharge Your Cloud ...

awslabs/mcp — MCP Servers · Directories by Enterprise DNA

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

|Server|Domain|Maintainer|Transport|Auth Model|Tools|Free Tier|Best For|
...
**Best for:** Teams building on AWS who want AI agents with deep access to AWS services, documentation, and infrastructure management.
Start with the Knowledge server, add specific servers as needs arise.
...
1. **An infras...

Best DevOps & Infrastructure MCP Servers in 2026 - ChatForest

10 Best MCP Servers For Developers

Which AWS service to use to deploy MCPs (for company internal use only)

tolkonepiu/best-of-mcp-servers

Introducing the AWS Infrastructure as Code MCP Server: AI-Powered CDK ...

awslabs/mcp: Open source MCP Servers for AWS

MCP Server on AWS Lambda Complete Guide

Installation | Welcome to Open Source MCP Servers for AWS

AWS Marketplace: AWS API MCP Server - Amazon.com

The AWS MCP Server is now generally available

AWS MCP server | Serverless Office Hours

Introducing AWS MCP Servers for code assistants (Part 1)

AWS MCP Server | MyMCPTools

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


Best Model Context Protocol server for Amazon Web Services

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

Guidance for Deploying Model Context Protocol Servers on ...

GitHub - modelcontextprotocol/servers: Model Context Protocol Servers

aws-solutions-library-samples/guidance-for-deploying-model ...

An Amazon S3 Model Context Protocol server that allows Large Language ...

Model Context Protocol strategies on AWS

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

Deploying Model Context Protocol (MCP) servers on Amazon ECS

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

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

MCP Server with AWS Lambda and HTTP Api Gateway

MCP Deployment AWS

```
...
### Deploy to AWS
Deploy your agent:
```
agentcore deploy
```
This command will:
1. Package your agent code and dependencies
2. Upload the deployment artifact to Amazon S3
3. Create a Amazon Bedrock AgentCore runtime
4. Deploy your agent to AWS

Deploy MCP servers in AgentCore Runtime

awslabs/run-model-context-protocol-servers-with-aws ...

3 Powerful Ways to Use MCP in Serverless Environments


We want our local AI coding assistant to query AWS S3 buckets and CloudWatch logs via MCP. What server should we use?

1. An AWS account with applications ingesting telemetry (metrics, traces, and logs) to Amazon CloudWatch
2. Enable Application Signals for your applications
3. Configure AWS credentials with the minimum permissions required for the CloudWatch and Application Signals MCP servers to securely access an...

Enhance your AIOps: Introducing Amazon CloudWatch and ...

## Prerequisites
1. An AWS account with CloudWatch Telemetry
2. This MCP server can only be run locally on the same host as your LLM client.
3. Set up AWS credentials with access to AWS services
- You need an AWS account with appropriate permissions (See required permissions below)
- Configure AWS ...

CloudWatch 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.
...
I add the MCP configuration with this comman...

The AWS MCP Server is now generally available

- You must have an AWS account with credentials properly configured.
Please refer to the official documentation here ↗ for guidance.
...
- Ensure you have Python 3.10 or newer installed.
You can download it from the official Python website or use a version manager such as pyenv.
- (Optional) Install...

AWS API MCP Server

部署CloudWatch MCP Server需满足以下环境要求：
- Python 3.10+运行环境
- AWS CLI已配置有效凭证(AWS credentials配置指南)
- 最小IAM权限集：`logs:Describe*`、`logs:Get*`、`cloudwatch:DescribeAlarms`(完整权限列表)

AWS MCP Servers日志管理与监控：确保服务稳定运行的最佳实践

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.
...
## Prerequisites
- Python 3.12 or higher
- AWS credentials configured (via environment varia...

GitHub - CharlieFng/cloudwatch-mcp

The AWS MCP Server is a managed server that gives agents access to AWS through the Model
Context Protocol (MCP).
...
without authentication.

AWS MCP Server - Agent Toolkit for AWS

## 前提条件
1. CloudWatch Telemetry が利用できる AWS アカウント
2. この MCP サーバーは、LLM クライアントと同じホスト上でローカルにのみ実行できます。
3. AWS サービスへのアクセス権を持つ AWS 認証情報を設定すること
- 適切な権限を持つ AWS アカウントが必要です（以下の必要な権限を参照）
...
1. Docker をインストールします
2. ```
git clone https://github.com/awslabs/mcp.git
```
3. サブディレクトリに移動します
```
cd src/cloudwatch-mcp...

AWS Labs CloudWatch MCPサーバー | Welcome to Open Source MCP Servers for AWS

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

An Amazon S3 Model Context Protocol (MCP) server that provides tools for interacting with S3 buckets and objects.
...
### Prerequisites
- Node.js 18 or higher
- npm or yarn
- AWS credentials configured (either through environment variables or AWS credentials file)
- Docker (optional, for containeriz...

MCP server to integrate AWS S3 and LLM - GitHub

Use-Case 2: Simplify Sap...

**Version 4.43** or later needs to be installed to add the server automatically

Amazon CloudWatch MCP Server

MCP Server on AWS Lambda Complete Guide

AWS API MCP Server v1.0.0 release

AWS Labs cloudwatch-logs MCP Server - Amazon ECR Public Gallery

AWS MCP Server CloudWatch metrics - Agent Toolkit for AWS

### AWS S3 Tables MCP Server
Data & AnalyticsAutonomous Background Agents
Manage, query, and ingest S3-based tables with support for SQL, CSV-to-table conversion, and metadata discovery.
...
Metrics, Alarms, and Logs analysis and operational troubleshooting

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


Recommend an AWS MCP server for a team managing multi-region cloud resources.

The AWS Knowledge Model Context Protocol (MCP) server helps provide programmatic access for deep understanding of AWS capabilities and their availability across AWS Regions.

Accelerate Region expansion with the AWS Knowledge ...

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 ...

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

Generally, you can:
1. Install
```
uv
```
from Astral
2. Install Python using
```
uv python install 3.10
```
3. Configure AWS credentials with access to required services
4. Add the server to your MCP client configuration
...
4. Fill out the configuration based on the existing AWS Profile you wish t...

Installation | Welcome to Open Source MCP Servers for AWS

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

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
combining real-time ...

[PDF] AWS MCP Server - User Guide

そんな課題を解決する仕組みの一つが、今回紹介する**AWS Knowledge MCP Server** です。
...
- **開発元**：AWS（Amazon Web Services）
...
AWS公式のマネージドサーバーを直接利用します。
#### 1.
MCPクライアント設定ファイルの編集
設定ファイル（例：
```
~/.aws/amazonq/mcp.json
```
）に以下を追加します。
```
"mcpServers": {
"aws-knowledge-mcp-server": {
"type": "http",
"url": "https://knowledge-mc...

AWS Knowledge MCP Server を使ってみる 〜誰が作って - Qiita

This MCP server transforms AWS infrastructure management by allowing developers to create, read, update, delete, and list resources using natural language.

Introducing AWS Cloud Control API 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 Server is available in the following AWS Regions:
- US East (N. Virginia) – `us-east-1`: `https://aws-mcp.us-east-1.api.aws/mcp`
-...

Setting up the AWS MCP Server - Agent Toolkit for AWS

AWS Labs MCP/awslabs/aws-network-mcp-server

AWS multi-Region fundamentals

AWS Documentation MCP Server

An MCP server for AWS operations, supporting S3 and DynamoDB services.
Requires AWS credentials.
...
A Model Context Protocol server implementation for AWS operations that currently supports S3 and DynamoDB services.
All operations are automatically logged and can be accessed through the `audit://aw...

AWS MCP Server

Step 1: Create the MCP server entries
- HTTP MCP server (remote) for official AWS knowledge sources
- STDIO MCP server (local) that runs on your machine
Step 2: Start and test the MCP clients
- Ensure your MCP client is aware of the servers you added and can reach them via the configured transports.

AWS MCP Server - awslabs/mcp - playbooks

|Component|Technology|Role|
...
|**MCP Server**|FastMCP on Amazon ECS|Exposes product catalog as MCP tools over Streamable HTTP|
...
Before you begin, make sure you have:
- An AWS account.
If you don’t have one, you can create a new AWS account.
- AWS Command Line Interface (AWS CLI) v2 version 2.32...

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

|Server Name|Description|Install|
...
|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...

AWS MCP Server | Awesome MCP Servers

[プレビュー] AWS Knowledge MCP Serverを使ってみた

containerDefinitions:
- name: mcp-server
image: your-account.dkr.ecr.region.amazonaws.com/mcp-server:latest
portMappings:
- containerPort: 8080
protocol: tcp
environment:
- name: AWS_REGION
value: us-east-1
logConfiguration:
...
1. Clone the example code and run it locally
2. Deploy your first Lambd...

MCP Deployment AWS - Servers

AWS MCP Servers


affordable and secure MCP server for AWS resource management

Access all AWS services for managing infrastructure, exploring resources, and executing AWS operations with full transparency and traceability.
...
Comprehensive AWS resource management with integrated security scanning and full CRUDL operations

An AWS Labs Model Context Protocol (MCP) server for managing AWS EC2 instances, AMIs, security groups, volumes, snapshots, and related infrastructure with cost-effective KMS-encrypted key pair storage
...
A comprehensive Model Context Protocol (MCP) server for managing AWS EC2 infrastructure includi...

awslabs.ec2-mcp-server

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 available at no additional charge; you pay only for the AWS resources your ag...

The AWS MCP Server is now generally available

awslabs/mcp: Open source MCP Servers for 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, and list resources using natural language.
As part of the awslabs/mcp project, this new and innovative...

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 Marketplace: AWS API MCP Server - Amazon.com

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.

Available MCP Servers

So the interesting thing about AWS MCP is that it's managed by AWS.
Uh you don't
{ts:1306} have to deploy anything.
Um it has a simple configuration that uh a user can can use to configure this in an MCP
{ts:1316} client uh like Cloud Code for example.
So yeah, it's it's just managed, which makes it...

AWS MCP server | Serverless Office Hours

|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 ...

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

A fully managed remote MCP server that provides up-to-date documentation, code samples, agent skills, knowledge about the regional availability of AWS APIs and CloudFormation resources, and other official AWS content.
...
You can configure the Knowledge MCP server for use with any MCP client that su...

AWS Knowledge MCP Server

Anyone excited about the AWS API MCP Server?

The AWS MCP Server is a managed server that gives agents access to AWS through the Model
Context Protocol (MCP).

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.
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...

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.
...
- Docker (default) or Python 3.13+ (and AWS CLI...

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

Top 5 AWS MCP Gateway Alternatives

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

AWS hosts and manages remote MCP servers, removing the need for local installation and maintenance while providing automatic updates, resiliency, scalability, and complete audit logging through AWS CloudTrail.

Understanding IAM for Managed AWS MCP Servers


What MCP server do cloud engineers actually use to let LLMs read AWS configuration?

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.
...
- **Core** – The foundation server that provides AI pr...

Introducing AWS MCP Servers for code assistants (Part 1)

An MCP server implementation for retrieving data such as PDF's from S3.
...
2. Ensure these credentials have appropriate permission READ/WRITE permissions for S3.

GitHub - aws-samples/sample-mcp-server-s3

An Amazon S3 Model Context Protocol (MCP) server that provides tools for interacting with S3 buckets and objects.
...
This MCP server allows Large Language Models (LLMs) like Claude to interact with AWS S3 storage.
It provides tools for:
...
The server is built using TypeScript and the MCP SDK, prov...

MCP server to integrate AWS S3 and LLM - GitHub

So um you can search AWS MCP
{ts:274} servers and then you can go to this GitHub and then I'm going to go to the GitHub.
...
Okay, so this is the core MCP server.
So to use this
{ts:288} other AWS MCP servers, AWS also requires you to run this core MCP servers and then core MCP server interacts with...

MCP Demo Step By Step with AWS (No Coding Required)

# RDS Control Plane MCP Server
A Model Context Protocol (MCP) server that enables AI assistants to manage and monitor Amazon RDS databases through natural language interactions.
...
The RDS Control Plane MCP Server provides tools and resources that allow AI assistants to:
...
Example configuration i...

AWS RDS CP 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.
...
To use my local AWS credentials configuratio...

- A local MCP server exposing a single “run query” tool to the LLM.
...
On the local side, the MCP server provides an interface that the LLM can call whenever it needs to run a SQL query.
The flow is:
1. Receive the SQL and optional database name from the LLM.
2. Forward the request as JSON to the A...

Connecting AWS S3 with Lambda, Athena, and MCP

Welcome to Open Source MCP Servers for AWS

An AWS Labs Model Context Protocol (MCP) server for Aurora Postgres
## Features
...
The MCP server needs AWS credential to read database cluster or instance data, and to to create clusters or instances.
These are control plane operations that are separate from Postgres operations (i.e. SELECT, CREA...

Amazon Aurora Postgres MCP Server

Setting up the AWS MCP Server - Agent Toolkit for AWS

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 ...

[PDF] AWS MCP Server - User Guide

Create
```
~/.mcp/configs.json
```
for system-wide configuration:
```
{
"aws-sso": {
"environments": {
"AWS_SSO_START_URL": "https://your-company.awsapps.com/start",
"AWS_REGION": "us-east-1",
"DEBUG": "false"
}
...
}
...
**Alternative config keys:** The system also accepts
```
"@aashari/mcp-server-...

GitHub - aashari/mcp-server-aws-sso: Node.js/TypeScript MCP server for AWS Single Sign-On (SSO). Enables AI systems (LLMs) with tools to initiate SSO login (device auth flow), list accounts/roles, and securely execute AWS CLI commands using temporary credentials. Streamlines AI interaction with AWS resources.

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).
...
{ts:343} have a bunch of databases or S3 buckets or you know whatever it ...

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

awslabs/mcp: Open source MCP Servers for AWS

3. **Servers**: You create two MCP servers that each run locally on your machine and communicate to your application over standard input/output (alternatively, you could also configure the client to talk to remote MCP servers).
1. Cost Explorer and Amazon CloudWatch Logs (for Amazon Bedrock model in...

Harness the power of MCP servers with Amazon Bedrock ...

AWS MCP Servers (Part-1): Your AI Assistant's Gateway to ...


Best MCP server to connect AI agents to Amazon Web Services data stores

AWS MCP Servers is the best mcp server for AWS - 9.5k GitHub stars.
...
|#|MCP Server|Stars|
...
|1|AWS MCP Serversofficialawslabs · awslabs/mcpTop pick Open source MCP servers from AWS Labs: a suite of official servers that connect agents to AWS services - documentation, CDK, Bedrock knowledge base...

Best AWS MCP Servers (July 2026) - Ranked by GitHub Stars

MCP Servers

GitHub - ever-works/awesome-mcp-servers: A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. - https://mcpserver.works

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

Supercharging AWS database development with ...

The AWS MCP Server is now generally available

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

There's no single best MCP server — there's the best one for your stack, your team, and your security requirements.

Top 5 MCP Servers to Supercharge Your Cloud ...

tolkonepiu/best-of-mcp-servers

2. Open Claude Desktop and navigate to **Settings** (gear icon in the bottom left).
3. Go to the **Developer** tab and configure your MCP server by adding same configuration as step 3 in Q CLI setup.
4. Restart Claude Desktop to activate the MCP server connection.

Accelerating development with the AWS Data Processing ...

10 MCP servers to connect LLMs with databases

Untitled

AWS MCP Servers for Claude Code: Overview of 45+ AI ...

10 Best MCP Servers For Developers

AWS MCP Servers Part 3: Build Smarter, Query Faster

mcp/aws-dataprocessing-mcp-server - Docker Image

- Alternatively, click "Add custom server" to configure your own server

Installation | Welcome to Open Source MCP Servers for AWS

Coding an MCP server for Aurora | A decade of innovation with Amazon Aurora


Which MCP server allows LLMs to query AWS DynamoDB and S3 safely?

No matter how you connect to it, the MCP server needs AWS credentials to interact with AWS resources.
...
- **Principle 1 – Assume all granted permissions could be used:** Design permissions based on the acceptable scope of impact, not intended functionality alone.
...
- **Principle 3 – Differentiat...

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

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 `call_aws` tool executes any of the 15,0...

AWS MCP Server is a stateless proxy that executes AWS API calls on your behalf.
The service does not
use any persistent storage services such as Amazon S3, DynamoDB, Amazon EBS, or Amazon SQS to store customer content.
...
However, your source
data in Amazon S3 remains protected by whatever encrypti...

Data protection in AWS MCP Server - Agent Toolkit for AWS

[
{
"Sid": "AllowS3ReadOperations",
"Effect": "Allow",
"Action": [
"s3:GetObject",
"s3:ListBucket"
],
"Resource": "*"
...
],
"Resource": "*",
"Condition": {
...
"aws:CalledViaAWSMCP": "aws-mcp.amazonaws.com"

Deny destructive actions...

AWS Documentation

### AWS MCP Server (Official) — Recommended
Comprehensive AWS integration supporting S3, Lambda, DynamoDB, and more:
...
Focused S3 integration for file storage operations:
```
"mcpServers": {
"s3": {
"command": "npx",
"args": ["-y", "mcp-server-s3"],
"env": {
"AWS_ACCESS_KEY_ID": "your-access-key",...

AWS MCP Servers - Complete Guide to Amazon Web Services MCP ...

|``` AWS_API_MCP_ALLOW_UNRESTRICTED_LOCAL_FILE_ACCESS ```|❌ No|``` "workdir" ```|Controls file system access level with three modes:•
...
``` "no-access" ``` : Blocks all local file path arguments. Commands requiring local file access (e.g.,
``` aws s3 cp ``` ,
``` aws cloudformation package ``` ) w...

AWS API MCP Server

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.

Amazon DynamoDB MCP Server

> 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

Provides MCP endpoints to manage AWS S3 and DynamoDB with automated operation auditing.
...
This MCP server implements a Model Context Protocol interface for AWS operations, enabling automated auditing of S3 and DynamoDB actions.
You can run it locally and connect via an MCP client to perform common...

AWS MCP Server - playbooks

mcp-strategies.pdf

Built with safety and control in mind: syntactically validated API calls, IAM-based permissions with zero credential exposure, and complete CloudTrail audit logging.
...
### Amazon DynamoDB MCP Server
Data & AnalyticsAutonomous Background Agents
Complete DynamoDB operations and table management
### ...

Welcome to Open Source MCP Servers for AWS

Model Context Protocol (MCP) Security Implementation ...

GitHub - aws-samples/sample-mcp-server-s3

awslabs/mcp: Open source MCP Servers for AWS

A Model Context Protocol server for managing Amazon DynamoDB resources.
This server provides tools for table management, capacity management, and data operations.

GitHub - imankamyabi/dynamodb-mcp-server: Model Context Protocol server for managing Amazon DynamoDB resources

Imagine AI applications that can seamlessly access information from:
- **Amazon Simple Storage (Amazon S3) buckets** containing documents, images, and unstructured data
- **Amazon DynamoDB tables** storing structured business information
...
MCP servers act as consistent interfaces to these diverse ...

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

How to Build and Deploy an AWS MCP Server

How to install Amazon DynamoDB MCP Server?


We are building an AI dev tool that needs read-only access to AWS architecture via MCP. What MCP server implementation is best?

In many cases, pre-existing MCP servers are sufficient.
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.
...
recommended that you implement guardr...

mcp-strategies.pdf

Guidance for Deploying Model Context Protocol Servers on 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.
...
For enterprise customers, the AWS MCP Server...

The AWS MCP Server is now generally available

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

You can download the AWS Serverless MCP Server from GitHub.
...
Enables write access mode, which allows mutating operations and creation of public resources.
By default, the server runs in read-only mode, which restricts operations to only perform read actions, preventing any changes to AWS resource...

AWS Serverless MCP Server

An AWS Labs Model Context Protocol (MCP) server for Aurora MySQL
...
Converting human-readable questions and commands into structured MySQL-compatible SQL queries and executing them against the configured Aurora MySQL database.
...
> The server's read-only mode is a best-effort SQL-text safeguard, n...

Amazon Aurora MySQL MCP Server

To get started, download the AWS Serverless MCP Server from GitHub or Python Package Index (PyPi) and follow the installation instructions.
...
The Serverless MCP Server incorporates built-in guardrails to ensure secure and controlled development.
By default, the MCP server operates in a read-only m...

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

mcp/DESIGN_GUIDELINES.md at main · awslabs/mcp - GitHub

10 Best Practices to Secure MCP Servers

Model Context Protocol strategies on AWS

AWS MCP servers are Python processes that translate MCP tool calls into AWS SDK API calls.
...
The AWS Documentation MCP server is the recommended first server to deploy — it gives your AI agent access to the full AWS documentation corpus and is low-risk with no write permissions:
...
# server.py — ...

MCP Server on AWS Lambda Complete Guide

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

Deploying MCP Servers on AWS.. Serverlessly

エンジニアのためのMCP勉強会#1『MCPを活用した検索 ...

- **It’s remote and managed.** The server runs at `https://aws-mcp.us-east-1.api.aws/mcp` (or `eu-central-1` for Frankfurt).
...
AWS’s answer is `mcp-proxy-for-aws` — a small stdio process your client launches via `uvx` that signs requests with credentials from your local AWS credential chain.
...
T...

AWS MCP Server Setup Guide (2026): Managed, GA, 15K ...

### Phase 1: Create Your First MCP Server (Local Development)
#### 1.
Set up the project structure
```
mkdir my-mcp-server
cd my-mcp-server
# Create virtual environment
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
# Install dependencies
pip install mcp anthropic-m...

GitHub - krittaprot/mcp-deployment-aws

An MCP Server is a lightweight program that exposes specific capabilities through the standardized Model Context Protocol.

GitHub - mcp-research/awslabs__mcp: AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow


Top open source MCP servers for AWS integration

Welcome to Open Source MCP Servers for AWS

97. ** mcp ** - ⭐ 9,162 Open source MCP Servers for AWS
98. ** GhidraMCP ** - ⭐ 9,067 MCP Server for Ghidra
...
698. ** agent-toolkit-for-aws ** - ⭐ 765 Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
...
Model Context Protocol (MCP) server for AWS.
Better Ama...

Rodert/awesome-mcp: A curated list of MCP servers ...

- AWS Lambda MCP Server - A community MCP Server for AWS Lambda that enables serverless cost tracking and automation of Lambda functions from within the MCP ecosystem.
...
- Aws MCP - A Model Context Protocol (MCP) server that enables direct interaction with AWS services using the AWS SDK v2, allowi...

GitHub - ever-works/awesome-mcp-servers: A curated list of the best MCP Servers, featuring top solutions, libraries, tools, and more. - https://mcpserver.works

Open source MCP Servers for AWS
...
A collection of open-source Model Context Protocol (MCP) servers for AWS services, maintained by AWS Labs.

awslabs/mcp — MCP Servers · Directories by Enterprise DNA

{ts:2805} you look at a repo, um, like it's all there, all the MCP servers that they're open source.

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

|Server Name|Description|Install|
...
|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...

GitHub - awslabs/mcp: Open source MCP Servers for AWS

**wegotdocs/open-mcp** (🥉7 · ⭐ 270) - Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org.
...
**awslabs/mcp** (🥇26 · ⭐ 6.7K) - AWS MCP servers for seamless integration with AWS services and resources.
...
**cloudflare/mcp-server-cloudflare** ...

tolkonepiu/best-of-mcp-servers

Model Context Protocol (MCP) server for interacting with AWS

Profile of awslabs-mcp

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 get started, download the AWS Serverless MCP Server from GitHub or Python Package Index (PyPi) and follow the installation instructions.

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

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.
...
Get started today by accessing the open source code, docum...

Accelerating development with the AWS Data Processing MCP Server ...

|Server Name|Primary Use Case|Key Features|Installation Method|Authentication Required|Transport Type|Official vs Community|Pricing/Free Tier|
...
|GitHub MCP Server|Code automation & analysis|Pull requests, code scanning, repository management|Docker container|GitHub Personal Access Token|stdio|Off...

The top 15 MCP servers for your AI projects - LogRocket Blog

The AWS API MCP Server is open-source and available now.
Visit the AWS Labs GitHub repository to view the source, download, and start experimenting with natural language interaction with AWS APIs today.

AWS API MCP Server v1.0.0 release

Awesome MCP Servers

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.
...
You can download the AWS MCP Servers on GitHub or thro...

Introducing AWS MCP Servers for code assistants (Part 1)

Top MCP Servers - Ranked by GitHub Stars

Top MCP servers that actually turn Claude into a productivity machine, I tested dozens and ...

- MCP servers repository
**Implementation steps:**
1. Identify a high-value use case where AI needs access to enterprise data
2. Select the appropriate MCP servers for your data sources
3. Set up a development environment with local MCP implementations
4. Integrate with Amazon Bedrock using the patt...

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

Anyone using a good open source Cloud based MCP that handles multiple MCPs easily?


Which Model Context Protocol server works best for Amazon Bedrock LLMs?

#### 1.
Always Have More Than One MCP Server
Just like a single Aurora Reader causes downtime if it fails, a lone MCP server creates a single point of failure.
- Always deploy redundant MCP servers for critical tasks.
- Use fallback logic and exponential backoff in the client.
- Use smaller or idle-...

Model Context Protocol (MCP) Server with Amazon Bedrock

The open-source MCP server is available globally via GitHub.

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

AWS supports Model Context Protocol for AI models

Today, we’re excited to announce the Amazon Bedrock AgentCore Model Context Protocol (MCP) Server.
With built-in support for runtime, gateway integration, identity management, and agent memory, the AgentCore MCP Server is purpose-built to speed up creation of components compatible with Bedrock Agent...

Accelerate development with the Amazon Bedrock AgentCore ...

**Implementation steps:**
1. Identify a high-value use case where AI needs access to enterprise data
2. Select the appropriate MCP servers for your data sources
3. Set up a development environment with local MCP implementations
4. Integrate with Amazon Bedrock using the patterns described in this po...

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

Model Context Protocol (MCP) and Amazon Bedrock

|Server Name|Description|Install|
...
|Amazon Bedrock Knowledge Bases Retrieval MCP Server|Query enterprise knowledge bases with citation support| |
...
|AWS Bedrock Data Automation MCP Server|Analyze documents, images, videos, and audio files| |
...
1. Follow the steps above in the **Installation a...

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

Developed by Anthropic as an open protocol, MCP provides a standardized way to connect AI models to virtually any data source or tool.
Using a client-server architecture, MCP enables developers to expose their data through lightweight MCP servers while building AI applications as MCP clients that co...

Harness the power of MCP servers with Amazon Bedrock ...

### Amazon Bedrock Knowledge Bases Retrieval MCP Server
AI & Machine LearningConversational Assistants
Query enterprise knowledge bases with citation support
...
Model Context Protocol (MCP) server for document parsing and content extraction
### Amazon Bedrock Custom Model Import MCP Server
AI & Mac...

Welcome to Open Source MCP Servers for AWS

The Model Context Protocol (MCP) provides a standardized way for AI applications to interact with external data and capabilities.
...
1. Create a `requirements.txt` file with the required dependencies:
```
fastmcp>=2.10.0
...
## Deploy to Amazon Bedrock AgentCore
**To configure and deploy**
1. Insta...

Stateful MCP server features - Amazon Bedrock AgentCore

- **AWS KB Retrieval** - Retrieval from AWS Knowledge Base using Bedrock Agent Runtime
...
npx -y @modelcontextprotocol/server-memory

madhukarkumar/anthropic-mcp-servers: Model Context Protocol ...

MCP is the protocol that lets AI agents use external tools reliably.
...
With MCP, you define tools once as a server.
...
## Step 1 — Install the MCP SDK
```
pip install mcp boto3 fastmcp
...
Now wire the deployed MCP server into a Bedrock agent:
...
# Your MCP server endpoint from Step 4c
MCP_ENDPO...

I built an MCP server on AWS Bedrock in 30 minutes. Here's the ...

{ts:1965} servers and uh guess what we are today we just announced a bunch of uh supported mCP servers on AWS it's a
{ts:1972} combo of like open source servers that we're launching and some native servers that we're hosting for within Bedrock
{ts:1978} but like I I expect many more uh oh yeah updat...

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

In this tutorial, we walk through how to host an MCP (Model Context Protocol) server on Amazon Bedrock AgentCore Runtime using OAuth-based inbound authentication.
We use the Amazon Bedrock AgentCore Python SDK to wrap custom tools into an MCP-compatible server, allowing seamless communication betwee...

Deploy MCP Server on Amazon Bedrock AgentCore Runtime with Boto3 – OAuth via Amazon Cognito

Amazon Bedrock Agents와 MCP(Model Context Protocol) 통합하기

Although this architecture uses SageMaker AI as its reasoning core, it can be quickly adapted to support Amazon Bedrock models as well.

Extend large language models powered by ...

|Component|Technology|Role|
|--|--|--|
...
|**MCP Server**|FastMCP on Amazon ECS|Exposes product catalog as MCP tools over Streamable HTTP|

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

How to create an MCP client for Amazon Bedrock

Amazon Bedrock AgentCore Runtime lets you deploy and run Model Context Protocol (MCP) servers in the AgentCore Runtime.
...
When you configure a Amazon Bedrock AgentCore Runtime with the MCP protocol, the service expects MCP server containers to be available at the path `0.0.0.0:8000/mcp` , which is...

Deploy MCP servers in AgentCore Runtime

ChatBot Enhanced by Bedrock+MCP – Enables ...


How to connect an LLM assistant to AWS cloud resources using MCP?

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...

Introducing AWS MCP Servers for code assistants (Part 1)

1. With the `mcp.json` file correctly set, try to run a sample prompt.
In your terminal, run q chat to start using Amazon Q in the CLI.
2. This will start initializing the MCP servers in the background, allowing you to immediately start using Q Chat even if they are still loading.
As a note, if thes...

Introducing AWS Cloud Control API MCP Server

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

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 is an open protocol that connects AI models with AWS-specific tools, documentation, and services.
...
Getting started with MCP isn’t complicated.
Here’s the basic flow:
1. **Install the MCP servers** you need (each is a small Python service or Docker container).
2. **Connect them** to your AI cl...

Simplifying Cloud Development with AWS MCP

AWS currently offers the AWS Lambda Tool MCP Server, which allows AI models to directly interact with existing Lambda functions as MCP tools without any code changes.
This MCP server acts as a bridge between MCP clients and Lambda functions, allowing AI assistants to access and invoke Lambda functio...

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

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.
...
For resource creation and updates, the server follows this secure workfl...

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

We showcase an example of building an agent to understand your Amazon Web Service (AWS) spend by connecting to AWS Cost Explorer, Amazon CloudWatch, and Perplexity AI through MCP.
...
Developed by Anthropic as an open protocol, MCP provides a standardized way to connect AI models to virtually any da...

Harness the power of MCP servers with Amazon Bedrock ...

A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your AWS environment.
This allows for natural language querying and management of your AWS resources during conversations.
...
git clone https://github.com/RafalWilinski/aws-mcp
...
1. Open Claude desktop a...

RafalWilinski/aws-mcp - GitHub

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 ...

The AWS MCP Server is a managed Model Context Protocol server from the Agent
Toolkit for AWS.
It gives your AI agent authenticated access to AWS – running
AWS API calls on your behalf, executing scripts in a sandboxed environment, and serving
AWS skills (including the amazon-opensearch-service skill...

Set up the AWS MCP Server - Amazon OpenSearch Service

1. Define your capabilities (tools, resources, or prompts).
2. Implement the AWS MCP Server server interface.
3. Create capability schemas using JSON Schema.
4. Implement authentication and authorization.
5. Add error handling and logging.
6. Test with AWS MCP Server-compatible clients.
7. Document ...

Integrating MCP - AWS Marketplace

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

AWS provides official MCP servers that extend AI assistants with deep AWS knowledge and tooling capabilities.
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.
...
Check if the s...

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

You can configure the Knowledge MCP server for use with any MCP client that supports Streamable HTTP transport (HTTP) using the following URL:
```
https://knowledge-mcp.global.api.aws

AWS Knowledge MCP Server

> The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools.
...
|Server Name|Description|Install|
...
|AWS Lambda Tool MCP Server|Execute Lambda functions as AI tools for private resource access| |
...
General...

AWS MCP 伺服器 | MCP Servers · LobeHub

Mike's Musings - Welcome to AWS MCP Servers: Smarter Cloud ...


What is the most reliable MCP server for inspecting AWS IAM roles and Security Groups?

How AWS MCP Server works with IAM

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

A Model Context Protocol (MCP) server for comprehensive AWS Identity and Access Management (IAM) operations.
...
List IAM roles in the account with optional filtering.

AWS IAM MCP Server

This server gives your AI assistant direct access to AWS Identity and Access Management.

iam-mcp-server | The Open Source Drop

- **For code controlled agents:** Implement session policies for every tool invocation.
Use `AssumeRole` with the minimum permissions each operation requires rather than relying on the execution role’s base permissions.
- **For config-bound agents:** Create agent-specific IAM roles with narrower per...

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

The Amazon ECS MCP server addresses this challenge through a defense-in-depth security architecture that bridges MCP’s OAuth 2.1 authentication standard with AWS’s native IAM/SigV4 access control model.
This approach provides several security layers:
- Centralized authentication through AWS Identity...

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

The AWS MCP Server is a managed remote MCP server from AWS that lets AI agents and coding assistants interact with AWS through a small set of tools.
...
No separate IAM permission is required to invoke the MCP server. Authorization occurs at the AWS service level using existing IAM roles and policie...

AWS MCP Server General Availability: Secure AI Agent Access

Understanding IAM for Managed AWS MCP Servers

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

security_iam_service-with-iam.md

AWS API MCP Serverの機能を理解して使いこなそう - Qiita

Yes, one of the biggest advantages of AWS MCP Server Architecture is that it inherits standard IAM controls.
Organizations can create IAM roles, or apply explicit deny policies blocking destructive actions such as resource, infrastructure modification, or privilege escalation.

How The Aws Mcp Server Works...

**AWS MCP Serverは、2026年5月6日に一般提供（GA）が開始されたAWS公式のマネージド・リモートMCPサーバーで、IAM認証とCloudTrail監査を備えたまま、Claude CodeやCursorから15,000以上のAWS APIを安全に呼び出せる仕組みです。

AWS MCP Server 一般提供開始まとめ｜IAM認証・ ...

awslabs/mcp: Open source MCP Servers for AWS

AWS MCP Server - AWS Sign-In

Introducing OAuth Support for AWS MCP Server

curl -LsSf https://astral.sh/uv/install.sh | sh
...
# 推奨: IAM Identity Center（15分ごと自動ローテーション、最大12時間）
...
# 設定確認
aws sts get-caller-identity
```
> ```
> aws login
> ```
> （IAM Identity Center経由）が最も安全です。静的IAMキー（
> ```
> aws configure
> ```
> ）は漏洩リスクがあるため非推奨です。
...
MCP Server経由のすべてのAPI呼び出しはCloudTrailに記...

AWS MCP Server GA入門 — AIエージェントが300サービスを ...

AWS Knowledge MCP Server

No OAuth Required: An MCP Client For AWS IAM


Best MCP server for querying CloudWatch logs with natural language

|Tool|Description|
...
|`list_cloudwatch_dashboards()`|Lists all CloudWatch dashboards in your AWS account|
|`fetch_cloudwatch_logs_for_service(service_name, days, filter_pattern)`|Retrieves CloudWatch logs for a specified service|
|`get_cloudwatch_alarms_for_service(service_name)`|Fetches CloudWatc...

GitHub - madhurprash/AWS_CloudGuardMCP: This is a system that responds to incidents within your AWS accounts by analyzing cloudwatch logs for a given service, alarms, applies diagnosis and then creates a JIRA ticket for it. All of this is implemented using Claude Model Context Protocol (MCP).

### 8.
📊 CloudWatch Logs MCP Server - The Insight Generator
**What it does**: Queries logs with natural language and automatically identifies patterns.
**Real impact**: In my experience, diagnosing production issues takes far less time when an AI can read and summarize the logs for you.

AWS MCP Servers for Claude Code: Overview of 45+ AI-Powered Tools

Cloud Watch Logs MCP Server

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

CloudWatch Application Signals MCP Server

RFC: CloudWatch MCP Server · Issue #708 · awslabs/mcp

Use natural language to generate and update CloudWatch Logs Insights ...

@hyorimitsu/amazon-cloudwatch-logs-mcp-server

Automatic JSON parsing for the @message field in log queries enhances usability.

CloudWatch MCP Server: Monitor & Query AWS Logs

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

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

1. Set up your AWS profile:
...
2. Verify your Kiro CLI version is 1.9.x or later to use MCP features.
You can check the Kiro CLI version by running `kiro-cli --version` in your terminal.
3. Configure the Amazon CloudWatch MCP server.
Kiro CLI supports two levels of MCP configuration: - **Global con...

Amazon RDS log analysis: natural language queries with Kiro and MCP | Amazon Web Services

mcp/cloudwatch-mcp-server - Docker Image

- Automatically parses JSON in @message field
- Returns structured data for JSON messages

GitHub - CharlieFng/cloudwatch-mcp

Log-Analyzer-with-MCP/docs/usage.md at main · awslabs/Log-Analyzer-with-MCP

AWS Labs CloudWatch MCPサーバー | Welcome to Open Source MCP Servers for AWS

Log-Analyzer-with-MCP/docs/architecture.md at main · awslabs/Log-Analyzer-with-MCP

AWS Labs cloudwatch-logs MCP Server - Amazon ECR Public Gallery


We need an MCP server that lets developers ask an AI agent about active AWS EC2 instances. What options exist?

AWS provides the following monitoring
tools to watch AWS MCP Server, report when something is wrong, and take automatic actions when
appropriate:
- *Amazon CloudWatch* monitors your AWS resources and the applications you run on AWS in real time.
You can collect and track metrics, create customized d...

Monitoring AWS MCP Server - Agent Toolkit for AWS

### What is the AWS EC2 Instance MCP Server?The AWS EC2 Instance MCP Server is an application based on the Model Context Protocol (MCP) that is used to obtain and display information about running EC2 instances in a specific AWS region.
### How to use the AWS EC2 Instance MCP Server?You only need to...

Aws Instances MCP (model Context Protocol) Server

The AWS Instances tool is a Model Context Protocol (MCP) server designed to connect to MCP clients, such as Claude Desktop, and retrieve information about running AWS EC2 instances.
Using the AWS SDK, it retrieves and lists instances within a specified region, providing detailed information like ins...

AWS Instances MCP: List EC2 Instances with AI Agents - MCP Market

An intelligent AWS monitoring and incident response solution using Anthropic's Model Control Protocol (MCP).
This solution empowers users to monitors AWS resources, analyzes CloudWatch logs and metrics for various services (Amazon Bedrock, EC2, IAM, CloudTrail, VPC, RDS, etc), identifies trends, pat...

AWS Incident Response with MCP Servers

An MCP server for EC2 lets your AI agent check instance status, monitor CPU and network metrics, list running instances by tag, and inspect security group configurations directly from Claude, Cursor, or Windsurf through DataFaucet.
...
1. Go to DataFaucet and enter your EC2 console URL
2. Authentica...

EC2 MCP Server: Give AI Agents Access to Instance Status, Metrics, and Fleet Health

We use AWS SAM (Serverless Application Model) with Python 3.12.
SAM is the lowest-friction option for a single-function MCP server; for fleets of servers, switch to CDK or Terraform — the function code remains identical.
...
name="list_ec2_instances",
description="List EC2 instances in the current a...

MCP Server on AWS Lambda Complete Guide

**- List EC2 instances with advanced filtering and status information**
`list_instances`
**- Get comprehensive instance details including networking and security**
`get_instance_details`

awslabs.ec2-mcp-server

awslabs/mcp: Open source MCP Servers for AWS

How to Deploy a Remote MCP Server on AWS EC2

#### List Instances
```
{
"tool": "aws_ec2_list_instances",
"arguments": {
"filters": [
{"Name": "instance-state-name", "Values": ["running"]}
],
"region": "us-east-1"
}
}

GitHub - LokiMCPUniverse/aws-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.
...
Monitoring is an important part of maintaining the reliability, availability, and performan...

[PDF] AWS MCP Server - User Guide

「ap-northeast-1 の EC2インスタンスを一覧表示して」「ポート22の空いているセキュリティグループを一覧表示して」のような指示を自然言語で出すだけで、指示に対応したAWS CLIコマンドを実行してくれます。
AWS API MCP Serverの実行方法には下記の選択肢があります。
- KiroやCursor、Claude Desktop等を活用してローカルPC上で実行
- AWSが公開しているDockerイメージを活用してECSやEKSにデプロイ
- AWS Marketplace経由でAWS API MCP Serverをダウンロードし、AgentCore Runtimeに...

AWS API MCP Serverの機能を理解して使いこなそう - Qiita

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 for AWS Users

- **OpenSearch MCP server** as the connectivity layer for multiple OpenSearch clusters.
...
*The architecture shows Amazon Q CLI connecting to an EC2 instance that runs the OpenSearch MCP server.

OpenSearch MCP server: Empowering the Amazon EC2 ...

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.
...
To centralize your logs in AWS CloudWatch for better monitoring and ana...

AWS API MCP Server

AWS MCP Servers repository provides several MCP servers that you can use for Amazon Connect observability workflows:
- **AWS API MCP** Server enables direct interaction with AWS services, including Amazon Connect instance management and configuration analysis.
- **CloudWatch MCP** Server provides ac...

Using MCP with Amazon Connect to monitor operational readiness

Welcome to Open Source MCP Servers for AWS

The AWS MCP Server is a managed server that gives agents access to AWS through the Model
Context Protocol (MCP).
Agents can search AWS documentation and retrieve service information
without authentication.

AWS MCP Server - Agent Toolkit for AWS

Amazon ECS MCP Server

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.
...
The CCAPI MCP Server transforms infrastructure manageme...

Introducing AWS Cloud Control API MCP Server


Which MCP server provides secure Amazon Web Services connector tools for AI models?

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

MCP (Model Context Protocol) is the open, vendor-neutral “USB-C for agents” — a single plug-and-play way for Claude, Amazon Q, Cursor and any other MCP-aware client to reach your SaaS securely and invoke its tools.
We implement the MCP logic using the official open-source libraries, add sample “tool...

MCP Server on AWS – Connector Platform for Secure Agent ...

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...

The AWS MCP Server exposes AWS APIs through the Model Context Protocol (MCP), and the sandboxed script execution environment lets agents run Python code against AWS without local filesystem or network access.
...
The AWS MCP Server is a managed, remote server that gives AI agents secure access to AW...

Agent Toolkit for AWS - For Kiro, Claude Code, Codex, & ...

**Pre-built MCP servers (ready to configure):** Amazon Redshift MCP server — warehouse queries for supply chain inventory and OEE analytics AWS S3 Tables MCP server — Iceberg-format historical data in S3 Amazon Aurora PostgreSQL MCP server — operational data for equipment registry and maintenance hi...

Generate Autonomous Business Insights with AI Agent and ...

Connect Customer supports Model Context Protocol (MCP), enabling AI agents for both end-customer
self-service and employee assistance to use standardized tools for retrieving information
and completing actions.
...
You can use third-party integrations through Amazon Bedrock AgentCore Gateway.
By reg...

Enable AI agents to retrieve information and complete ...

MCP Gateway and Registry provides a React-based UI with fine-grained access control and admin tooling, and the AI Registry Tools MCP server, which lets AI agents list and semantically search AI assets through a standard MCP interface.
...
- **MCP servers** (tools and capabilities).
Developers and ag...

Governing AI Assets at Scale with MCP Gateway and ...

AWS Marketplace Model Context Protocol (MCP) provides AI-powered tools for AWS Marketplace discovery, evaluation, research, and proposal generation.
...
**Endpoint:** `https://marketplace-mcp.us-east-1.api.aws/mcp`
...
You can integrate with the AWS Marketplace MCP server in two ways: through a no-c...

About the AWS Marketplace MCP server

Integrate an MCP server with Connect Customer

Integrating MCP - AWS Marketplace

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...

Harness the power of MCP servers with Amazon Bedrock ...

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

- Step 1: Choose your MCP server deployment model.
- Step 2: Implement a remote MCP server compatible with Amazon Quick.
- Step 3: Implement authentication and authorization.
- Step 4: Document configuration for Amazon Quick customers
- Step 5: Register the MCP integration in Amazon Quick.
- Step 6:...

Integrate external tools with Amazon Quick Agents using ...

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

AWS MCP Server provides the following tools to help you complete AWS tasks through natural language interactions.
...
- `aws___call_aws` - Execute authenticated AWS API calls with proper syntax validation and error handling.
Supports most of the 15,000+ AWS APIs with automatic credential management....

Understanding the MCP Server tools - Agent Toolkit for AWS

AWS currently offers the AWS Lambda Tool MCP Server, which allows AI models to directly interact with existing Lambda functions as MCP tools without any code changes.
This MCP server acts as a bridge between MCP clients and Lambda functions, allowing AI assistants to access and invoke Lambda functio...

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

Configure the AWS for SAP Management MCP Server with your AI assistant to manage and monitor SAP applications running on AWS.
...
The MCP server uses the Model Context Protocol (MCP), an open standard for connecting large language models (LLMs) with external tools.

Using the AWS for SAP Management MCP Server

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

AWS has the AWS serverless
{ts:155} MCP server, a tool that supercharges your AI with serverless expertise to help you build modern apps.
...
And this lets you run any Lambda function as an MCP tool without any code
{ts:974} changes.
The MCP server acts as a bridge between MCP clients and Lambda fun...

3 Powerful Ways to Use MCP in Serverless Environments


Best production-ready MCP server for AWS API interactions

Building Production-Ready MCP Servers

Available MCP Servers

10 Best MCP Servers For Developers

Welcome to Open Source MCP Servers for AWS

awslabs/mcp: Open source MCP Servers for AWS

Introducing AWS MCP Servers for code assistants (Part 1)

Does anyone deployed production grade MCP server in AWS ...

- Use AgentCore Gateway for API management: Place AgentCore Gateway in front of your runtime to manage rate limiting, request routing, and additional access controls at the API layer.
- Descope tokens before passing to tools: When forwarding a JWT to a tool, strip it to only the claims the tool need...

Building and connecting a production-ready ecommerce ...

AWS API MCP Server v1.0.0 release

### Production use cases
The AWS Serverless MCP Server can be used for production environments with proper security controls in place.
For production use cases, consider the following:
- **Read-Only Mode by Default**: The server runs in read-only mode by default, which is safer for production envir...

AWS Serverless MCP Server

MCP Server on AWS Lambda Complete Guide

Five MCP servers to rule the cloud

Deploying MCP Servers on AWS.. Serverlessly

mcp-strategies.pdf

AWS API MCP Server

GitHub - bkeys73/mcp-aws: AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow

Introducing AWS Cloud Control API MCP Server

Building an MCP server as an API developer | by Heeki Park

Anyone excited about the AWS API MCP Server?


We are an enterprise cloud platform team looking for a compliant AWS MCP server for internal AI tools. What should we evaluate?

To learn whether an AWS service is within the scope of specific compliance programs, see
AWS services in Scope by Compliance Program and choose the compliance program that you are interested in.
...
You can download third-party audit reports using AWS Artifact.

Compliance validation for AWS MCP Server

The guidance treats MCP-connected agents as dynamic, potentially high-privilege actors and recommends short-lived credentials, least-privilege IAM roles, scoped tokens, and robust network controls.
Practitioners should host MCP servers using hardened platforms such as Amazon ECS or container sidecar...

AWS Defines Secure Access Patterns for MCP | Let's Data Science

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.
...
You can use IAM policies or Service Control Policies to specify that a given user can perform mutating operations whil...

The AWS MCP Server is now generally available

Security in AWS MCP Server - Agent Toolkit for AWS

We also
recommend that you secure your data in the following ways:
• Use multi-factor authentication (MFA) with each account.
• Use SSL/TLS to communicate with AWS resources.
We require TLS 1.2 and recommend TLS 1.3.
...
To learn whether an AWS service is within the scope of specific compliance pro...

[PDF] AWS MCP Server - User Guide

AWS re:Inforce 2025 - Secure remote MCP server deployment for Gen AI on AWS (SEC326)

Before connecting an MCP server, ensure your server meets these requirements:
- **Streamable HTTP transport protocol** – Only MCP servers that implement the Streamable HTTP transport protocol are supported.
- **Authentication support** – Your MCP server must support one of the following authenticati...

Connecting MCP Servers - AWS DevOps Agent

Model Context Protocol (MCP) Security Implementation ...

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

MCP Server's AWS credentials must have the following permissions:
...
"Version": "2012-10-17",
"Statement": [
{
"Sid": "CrossAccountAccess",
"Effect": "Allow",
"Action": [
"sts:AssumeRole"
],
"Resource": "arn:aws:iam::*:role/aws-security-mcp-cross-account-access"
},
{
"Sid": "OrganizationDiscovery",...

AWS Security MCP Server

- Validation and compliance checks run locally without AWS permissions—IAM is only needed for deployment troubleshooting
...
- `validate_cloudformation_template` - Syntax and schema validation with fix suggestions (runs locally, no AWS permissions needed)
- `check_cloudformation_template_compliance`...

AWS SDK with MCP: AI integration for enterprise workloads

- **Security**: Centralized security controls with IAM-based permissions and zero credential exposure
- **Governance**: Comprehensive audit logging and compliance monitoring for enterprise-grade governance

Welcome to Open Source MCP Servers for AWS

To complete the solution, you need to have the following prerequisites in place:
...
- Install Python using `uv python install 3.13`
- AWS credentials with appropriate permissions

Introducing AWS MCP Servers for code assistants (Part 1)

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 AWS Identity and Access Management (IAM) と IAM SigV4 認証 を使用します。MCP (OAuth 2.1 のみをサポート) 経由でローカルの AWS 認証情報を使用するために、プロキシ経由で AWS MC...

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

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

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.

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 meet compliance requirements by differentiating between calls using AI solutions and human-initiated actions.
...
To give you fine-grain...

Understanding IAM for Managed AWS MCP Servers

AWS MCP Server requires valid AWS credentials for the duration of your development session.
...
AWS MCP Server does not require separate IAM permissions to invoke the MCP server.
Authorization occurs at the AWS service level using your existing IAM roles and policies.
When an AI agent calls the AWS ...

getting-started-aws-mcp-server.md

Setting up the AWS MCP Server - Agent Toolkit for AWS


Which MCP server gives AI coding assistants real-time context on AWS cloud infrastructure?

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 addresses this through a ...

Today, AWS announces the release of Model Context Protocol (MCP) servers for AWS Lambda, Amazon Elastic Container Service (ECS), Amazon Elastic Kubernetes Service (EKS), and Finch.
MCP servers are a standard interface to enhance AI-assisted application development by equipping AI code assistants wit...

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

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.

This pattern describes how to implement a Model Context Protocol (MCP) server that integrates three industry-standard security scanning tools to provide comprehensive code security analysis.
The server enables AI coding assistants (such as Kiro, Amazon Q Developer, and Cline) to automatically scan c...

Deploy real-time coding security validation by using an MCP ...

This session explores how Model Context Protocol (MCP) servers for AWS services like ECS and EKS provide real-time, contextual code assistance to AI-powered coding agents.
Learn how MCP servers help developers streamline code generation, deployment, and debugging by embedding infrastructure awarenes...

AWS re:Invent 2025 - Build AI-powered developer experiences with MCP on ECS and EKS (CNS358)

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 - Amazon Elastic Container Service

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...

Well, if I don't know that
{ts:300} as a as a coder vibing with the LLM, it's going to be able to use MCP to actually go get that data for us in real
…

Vibe coding with AWS MCP servers | AWS Show & Tell - GenAI | S1 E11

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.
The Serverless MCP Server provides contextual guidance specific to serverless develo...

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

MCP Servers for AWS use this protocol to provide AI applications access to AWS documentation, contextual guidance, and best practices.
...
- **📚 Documentation**: Real-time access to official AWS documentation
...
You can use the **AWS Documentation MCP Server** to help your AI assistant research and...

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.
You can use the AWS MCP Server (Preview) to perform complex, multi-step AWS tasks by co...

what-is-mcp-server.md

Agent Toolkit for AWS gives agents real-time access to current AWS documentation, API references, and service capabilities — so they can work with services like Amazon S3 Tables, Aurora DSQL, and Bedrock AgentCore even if those services launched after the model's training cutoff.
...
The AWS MCP Ser...

Agent Toolkit for AWS - For Kiro, Claude Code, Codex, & ...

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 ...

AWS supports Model Context Protocol for AI models

AWS MCP Servers (Part-1): Your AI Assistant's Gateway to Real-Time ...

**Custom MCP servers (for services without a pre-built option):** Custom MCP servers (for services without a pre-built option)- IoT Telemetry MCP server — queries Amazon Timestream for real-time sensor time-series (vibration, temperature, pressure).
Built with FastMCP framework.
...
The Model Contex...

Generate Autonomous Business Insights with AI Agent and MCP ...

Amazon Q Developer: Your AI code assistant - AWS

You can accomplish this using two MCP servers: a custom-built MCP server for retrieving the AWS spend data and an open source MCP server from Perplexity AI to interpret the data.
...
3. **Servers**: You create two MCP servers that each run locally on your machine and communicate to your application ...

Harness the power of MCP servers with Amazon Bedrock ...

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


What MCP server should I use to let AI models run AWS CLI commands safely?

# Clone repository
git clone https://github.com/alexei-led/aws-mcp-server.git
cd aws-mcp-server
# Set up virtual environment
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
# Install in development mode
pip install -e .
# Run the server
python -m aws_mcp_server
...
-...

AWS MCP Server

```
use_aws_mcp
```
is a standalone Model Context Protocol (MCP) server that provides AWS CLI functionality through a standardized interface.
This server replicates the functionality of the
```
use_aws
```
tool from the Amazon Q Developer CLI.
...
- **AWS CLI Integration**: Execute AWS CLI commands ...

AWS CLI

set AWS_API_MCP_TRANSPORT=streamable-http
...
This MCP server executes AWS CLI commands as instructed by an AI model, which can be vulnerable to prompt injection attacks:
- **Do not connect this MCP server to data sources with untrusted data**(e.g., CloudWatch logs containing raw user data, user-gen...

AWS API MCP Server

Execute AWS CLI commands with validation and proper error handling.
This is the PRIMARY tool to use when you are confident about the exact AWS CLI command needed to fulfill a user's request.
Always prefer this tool over 'suggest_aws_commands' when you have a specific command in mind.
Key points: - T...

mcp/aws-api-mcp-server - Docker Image

Remote MCP servers are configured in your agent configuration file using the `type` and `url` fields:
...
{
"mcpServers": {
"find-a-domain": {
"type": "http",
"url": "https://api.findadomain.dev/mcp"

MCP configuration in the CLI - Amazon Q Developer

An MCP (Model Context Protocol) server that lets you generate and execute AWS CLI commands directly from Claude.
...
- This server executes AWS CLI commands with the same permissions as your configured AWS credentials
- Be careful about who can access this server
- Consider implementing additional a...

aws-cli-mcp-server/README.md at main · IcyKallen/aws-cli-mcp-server

Today, AWS announces the v1.0.0 release of the AWS API model context protocol (MCP) server enabling foundation models (FMs) to interact with any AWS API through natural language by creating and executing syntactically correct CLI commands.

AWS API MCP Server v1.0.0 release

Enables Claude to execute AWS CLI commands via an MCP server with policy-controlled access.
...
You can use this MCP server to run AWS CLI commands on Claude’s behalf, enabling Claude to access and manage AWS resources through a secure, policy-governed interface.
It wraps the AWS CLI itself, so Clau...

AWS MCP Server - playbooks

- An **MCP Host** application installed that supports MCP Clients and MCP Servers (e.g. Amazon Q Developer, Claude Desktop, Cursor, etc.).
...
To start using the CCAPI MCP server, you will need to set up your server configuration which is typically in a file named `mcp.json`.
...
### Security Consid...

Introducing AWS Cloud Control API MCP Server

「ap-northeast-1 の EC2インスタンスを一覧表示して」「ポート22の空いているセキュリティグループを一覧表示して」のような指示を自然言語で出すだけで、指示に対応したAWS CLIコマンドを実行してくれます。
...
- KiroやCursor、Claude Desktop等を活用してローカルPC上で実行
- AWSが公開しているDockerイメージを活用してECSやEKSにデプロイ
- AWS Marketplace経由でAWS API MCP Serverをダウンロードし、AgentCore Runtimeにデプロイする方式
...
事前検証では、AWS CLIコマンドのバリ...

AWS API MCP Serverの機能を理解して使いこなそう - Qiita

A secure MCP server for executing terminal commands with controlled directory access and command permissions.
...
An MCP server that lets AI assistants run terminal commands safely.
Commands are categorized (read/write/system), directories are whitelisted, and dangerous patterns are blocked automati...

Command Line MCP Server

Run the following command to add the AWS MCP Server endpoint to your agent’s configuration as shown in Figure 1:
`claude mcp add --transport http aws-mcp https://aws-mcp.us-east-1.api.aws/mcp`
...
To verify that Claude Code is connected to the AWS MCP Server, start Claude Code and run the following ...

Introducing OAuth Support for AWS MCP Server

mkdir my-project/mcp-server
# Then navigate to the subdirectory an initialize with uv
cd my-project/mcp-server
uv init --bare
uv add mcp
...
uv run agentcore configure \
--entrypoint mcp-server/server.py \
--requirements-file mcp-server/pyproject.toml \
--disable-memory --disable-otel \
--non-intera...

From Local MCP Server to AWS Deployment in Two ...

What is the value proposition of AWS MCP server?

A Python Model Context Protocol (MCP) server that lets MCP-compatible clients inspect and operate AWS through the AWS CLI.
It supports command execution with validation, command suggestions, AWS region lookup, and caller identity checks.
This server can execute AWS CLI commands using the credentials...

AWS CLI MCP Server - Claude Code Marketplaces

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 `call_aws` tool executes any of the 15,0...

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


Model Context Protocol server for querying AWS Cost Explorer and billing via AI

The Cost Explorer API allows you to programmatically query your cost and usage data.
You can
query for aggregated data such as total monthly costs or total daily usage.
You can also
query for granular data, such as the number of daily write operations for DynamoDB database
tables in your production ...

Using the AWS Cost Explorer API

Simple AWS Cost Explorer API Implementation for Node.js
## Installation
`npm install aws-cost-explorer`
...
This module requires an AWS Key Pair and access to AWS Cost Explorer API (ce).
...
#### getCostForADay(date, opts, callback)

GitHub - dnavarrom/aws-cost-explorer: Simple AWS Cost Explorer API Implementation

Starting today, you can directly access the Cost Explorer API, the low-latency ad-hoc query service that powers the Cost Explorer web application.
The Cost Explorer API gives you programmatic access to the full Cost Explorer dataset, including advanced metrics (e.g., Reserved Instance utilization) a...

Introducing the AWS Cost Explorer API

Cost Explorer API を使用すると、コストと使用状況データをプログラムでクエリできます。合計月次コストや 1 日の総使用状況などの集計データに対してクエリを実行することができます。また、実稼働環境の DynamoDB データベーステーブルの日次書き込みオペレーションの数など、詳細なデータをクエリすることもできます。
...
Cost Explorer API には次のエンドポイントが用意されています。
https://ce.us-east-1.amazonaws.com
...
ユーザーには、 AWS Cost Explorer API をクエリするための明示的なアクセス許可が付...

AWS Cost Explorer API の使用 - AWS コスト管理

**New Cost Explorer API** Today we are making the underlying data that feeds into Cost Explorer available programmatically.
The new Cost Explorer API gives you a set of functions that allow you do everything that I described above.
You can retrieve cost and usage data that is filtered and grouped ac...

New – Interactive AWS Cost Explorer API | AWS News Blog

A user must be granted explicit permissions to query the Cost Explorer API.
Granting a
user access to the Cost Explorer API gives that user query access to any cost and
usage data available to that account.
...
When querying the Cost Explorer API, we recommend using filtering conditions to refine yo...

Best practices for the AWS Cost Explorer API

Cost Explorer is an AWS service which can be used to view and analyze costs and usage in an AWS account.
Besides a web interface, it also has an API which can be used to used to view costs programmatically.
This article primarily focuses on the **GetCostAndUsage** API call using Boto3’s **get_cost_a...

Report your AWS Costs programmatically using the Cost ...

Take advantage of direct access to the interactive, ad-hoc analytics engine that powers AWS Cost Explorer.
The Cost Explorer API allows you to programmatically query your cost and usage data.

Cloud Cost Report - AWS Cost Explorer

Different Total Cost in Cost Explorer vs API

Our bi-directional AWS Cost Explorer API connector is purpose-built for AWS Cost Explorer API, making it simple to ingest data, sync it across systems, and deliver it anywhere — all with no coding required.

AWS Cost Explorer API | Nexla Docs

Cost Explorer API 可讓您以程式設計方式查詢成本和用量資料。您可以查詢彙總資料，例如每月費用總計或每日用量總計。您也可以查詢精細資料，例如生產環境中 DynamoDB 資料庫表格的每日寫入操作數。
...
Cost Explorer API 提供下列端點：
https://ce.us-east-1.amazonaws.com
...
使用者必須獲得明確許可才能查詢 AWS Cost Explorer API。如需授予使用者必要許可的政策，請參閱 檢視成本和用量。

使用 AWS Cost Explorer API

**Generate and Download Reports:**
Use get_cost_and_usage in Boto3 to retrieve cost data based on your desired filters and timeframe.
Process and format the retrieved data as needed for your report (e.g., tables, charts).
Utilize libraries like pandas or csv to save the formatted data in your prefer...

Generate Cost Explorer Saved Reports with API

本日より、コストエクスプローラーにフィードする基盤データをプログラムで利用可能になります。新しいコストエクスプローラー API により、前述したすべてを実行できる一連の関数が提供されます。
複数のディメンション (サービス、関連アカウント、タグ、アベイラビリティーゾーンなど) にわたりフィルタリングおよびグループ化されたコストと使用量を、日別または月別に集計して取得できます。
...
`GetCostAndUsage` – フィルタリングとグループ化により、1 つのアカウントまたはすべてのアカウント (組織のマスターアカウントはすべてのメンバーアカウントにアクセスできる) のコストおよび使用量...

新機能 – インタラクティブな AWS コストエクスプローラー API | Amazon Web Services

session = get_aws_session()
ce_client = session.client('ce')
# Determine the first and last day of the previous month
...
last_end =_of_month timedelta(days1)
last_start =_month_end(day=)
response = ce_client.get_cost_and_usage(

Why is the monthly total I get from the Cost Explorer API just slightly ...

- • Web UI: Free
- • API: $0.01/request • Hourly Granularity: $0.01/1,000 records
...
API pricing at $0.01 per request enables programmatic access for automation and integration.
...
The web interface is completely free.
API access costs $0.01 per request for your primary billing view.
For custom bi...

AWS Cost Explorer Pricing Calculator & Guide (Jul 2026)

Dear AWS: Cost Explorer APIs Should be Free (or have a ...


What is the standard MCP server for Amazon Web Services integrations?

AWS MCP Server (MCP) is an open standard that enables seamless communication between AI agents and external tools.
When you implement MCP in your AI agent or tool, customers can integrate your solution directly into their existing agentic workflows without complex API integration work.

Integrating MCP - AWS Marketplace

An MCP Server is a lightweight program that exposes specific capabilities through the standardized Model Context Protocol.
...
The servers are organized into these main categories:
- **🚀 Essential**: Official AWS MCP servers, fully managed by AWS

Welcome to Open Source MCP Servers for AWS

Guidance for Deploying Model Context Protocol Servers on AWS

Integrate an MCP server with Connect Customer

awslabs/mcp: Open source MCP Servers for AWS

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.

Connecting MCP Servers - AWS DevOps Agent

Model Context Protocol (MCP) は、AI アプリケーションが外部ツールやデータソースと通信する方法を定義するオープンスタンダードです。MCP はクライアント/サーバーアーキテクチャを使用します。AI アプリケーションは、MCP サーバーに接続するクライアントとして機能します。
...
この接続により、アシスタントは会話の一部としてチケットの作成、問題の検索、ステータスの更新を行うことができます。MCP はオープンスタンダードであるため、各ツールのカスタム統合を構築せずに、互換性のある任意のサーバーに接続できます。
...
1. Amazon Quick コンソールで、...

Model Context Protocol (MCP) の統合 - Amazon Quick

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.

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 | Amazon Web Services

With the Model Context Protocol (MCP) server templates, you can deploy an
OpenSearch hosted MCP server on Amazon Bedrock AgentCore, reducing the integration
complexity between AI agents and OpenSearch tools.
...
Deploys **opensearch-mcp-server-py** using Amazon Bedrock AgentCore Runtime, and provide...

MCP server integration templates

Model Context Protocol (MCP) is an open standard that defines how AI applications communicate with external tools and data sources.
MCP uses a client-server architecture.
AI applications act as clients that connect to MCP servers.
Each MCP server exposes a set of tools.
These tools are structured op...

Model Context Protocol (MCP) integration - Amazon Quick

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

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.
The Serverless MCP Server provides contextual guidance specific to serverless develo...

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

The MCP is an open standard that creates a universal language for AI systems to communicate with external data sources, tools, and services.
...
- **MCP servers** provide standardized access to specific data sources, whether that’s a GitHub repository, Slack workspace, or AWS service
...
**Implement...

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

### AWS CodePipeline MCP Server – A Model Context Protocol server that integrates with AWS CodePipeline, allowing users to manage pipelines through Windsurf and Cascade using natural language commands.

A Model Context Protocol server that integrates with AWS CodePipeline ...

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 server deployment model.
- Step 2: Implement a remote MCP server compatible with Amazon Quick.
...
1. Sign in to the Amazon Qui...

Integrate external tools with Amazon Quick Agents using ...

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).
...
{ts:416} so it's a client server protocol um so your client being your ap...

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

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

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.
...
The MCP is an emerging open standard that defines how AI m...

Accelerating development with the AWS Data Processing ...

### 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 ...


Recommended MCP server for connecting AI agents to AWS Lambda and API Gateway

MCP Server on AWS Lambda Complete Guide

- **Best for custom, multi-user B2B gateways: Arcade.dev.** It was the only product in my ten-product evaluation that completed the target architecture, accepted a custom MCP server, and connected successfully from Claude Code within 60 minutes.
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**Bottom line:** AgentCore fits teams already stan...

Best MCP Gateways in 2026: A Hands-On Comparison

10 Best MCP Servers For Developers

MCP Server with AWS Lambda and HTTP Api Gateway

This tool provides a comprehensive serverless deployment solution for the AWS Labs OpenAPI MCP Server, leveraging AWS Lambda and API Gateway.

OpenAPI Serverless: Deploy MCP on AWS Lambda & API ...

Building an MCP Server on AWS Lambda

Guide to Building a Remote MCP Server with API Gateway and ...

The de facto pattern for new servers is `stdio+HTTP` - the same server binary can run either as a stdio subprocess for local hosts (Claude Desktop, Cursor) or expose a Streamable HTTP endpoint for remote hosts (AgentCore Gateway, Claude Desktop Custom Connectors, Anthropic Messages API).
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- **API...

MCP Server Ecosystem Reference 2026 - hidekazu-konishi.com

Today, with HolySheep AI relay handling the model routing, I run the same workload on AWS Lambda for under $3/month.
Let me show you exactly how to build this architecture and why the economics make HolySheep the obvious choice for any serious production deployment.
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|Component|Monthly Cost (10M ...

MCP Server Deployment to Cloud: AWS Lambda + API Gateway ...

API Gateway MCP : r/aws

Change the URL of your Streamable HTTP-compatible MCP Client to the output URL to connect to the Remote MCP Server running on AWS Lambda.
```
https://${ServerlessRestApi}.execute-api.${AWS::Region}.amazonaws.com/Prod/mcp/

Building a Remote MCP Server with FastMCP + API Gateway + Lambda

A simple MCP Server running natively on AWS Lambda and Amazon API Gateway without any extra bridging components or custom transports.

GitHub - aal80/simple-mcp-server-on-lambda

Building Serverless MCP Servers on AWS Lambda | AWS Developers Podcast

GitHub - aarora79/streamable-mcp-serverless: "Streamable HTTP" MCP server deployed on AWS Lambda and amazon API Gateway. The server provides a tool for Amazon Bedrock spend analysis.

Run Model Context Protocol (MCP) servers with AWS ...

If yes, Lambda plus API Gateway is the right answer.
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ECS on Fargate is the right answer.
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Lambda Function URL is the right answer for stateless MCP servers consumed inside an AWS trust boundary.
With AWS_IAM authentication and SigV4 from internal callers, it is production-grade for that patte...

Hosting an MCP Server on AWS in 2026: Four Paths and How to ...

AWS currently offers the AWS Lambda Tool MCP Server, which allows AI models to directly interact with existing Lambda functions as MCP tools without any code changes.
This MCP server acts as a bridge between MCP clients and Lambda functions, allowing AI assistants to access and invoke Lambda functio...

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

Build Your Own Serverless MCP Backend Using AWS ...

aws-samples/sample-serverless-mcp-servers

No, standard API gateways are not direct replacements for a dedicated MCP gateway as they lack native protocol support.

Top 5 AWS MCP Gateway Alternatives


Best MCP server for letting an LLM query Amazon RDS databases

### Natural language to Postgres SQL query
- Converting human-readable questions and commands into structured Postgres-compatible SQL queries and executing them against the configured Aurora Postgres database.

Amazon Aurora Postgres MCP Server

- **Alibaba Cloud RDS** - An MCP server designed to interact with the Alibaba Cloud RDS OpenAPI, enabling programmatic management of RDS resources via an LLM.

GitHub - geobio/mcp-servers: Model Context Protocol Servers

A Model Context Protocol (MCP) server that enables AI assistants to manage and monitor Amazon RDS databases through natural language interactions.

AWS RDS CP MCP Server

MCP Servers

10 MCP servers to connect LLMs with databases

Coding an MCP server for Aurora | A decade of innovation ...

### Amazon RDS SQL Server MCP Server
Data & AnalyticsAutonomous Background Agents
Microsoft SQL Server operations on AWS RDS via Secrets Manager authentication
### Amazon Aurora MySQL MCP Server
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MySQL database operations via RDS Data API
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Welcome to Open Source MCP Servers for AWS

MCP Servers for Database Management | Bill Doerrfeld posted on ...

AWS公式からAurora MySQL MCP Serverがリリース！自然 ...

AWS Labs RDS Management MCP Server

awslabs/mcp: Open source MCP Servers for AWS

MCP-Server für Datenbanken

|Amazon Aurora PostgreSQL MCP Server|PostgreSQL database operations via RDS Data API| |

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

Top 5 MCP Servers to Supercharge Your Cloud ...

AWS Labs RDS Management MCP Server

AWS re:Invent 2025 - Coding an MCP server for Amazon ...

Supercharging AWS database development with ...

pgEdge Postgres MCP Server Demo

MCP server to connect LLM agents to any database