aws-samples

Enables Bedrock agents to act as a Lark user, performing document operations (list, create, edit, delete) and identity verification via Lark's REST API, with pe

Automates the AWS Foundational Technical Review (FTR) partner self-assessment by evaluating SOC 2 and WAFR reports against defined controls, returning structure

Provides tools for validating, listing, describing, and fetching Allotrope Simple Model (ASM) data formats for laboratory instruments.

Provides tools for discovering, building, deploying, and troubleshooting AWS Deep Learning Containers (DLC) images. Supports multiple frameworks and instance re

Enables analyzing AWS cloud spending and Bedrock usage through natural language queries using Claude.

Exposes Amazon Nova Act web automation capabilities through the Model Context Protocol, enabling AI agents to perform browser tasks like navigation, data extrac

MCP server that exposes AWS Health API as tools for checking service health, events, and scheduled maintenance at account or organization level.

A client-side MCP proxy that injects OAuth 2.0 bearer tokens or API keys into MCP requests, enabling MCP clients to connect to OAuth/API-key-protected MCP serve

MCP server bridging Amazon Bedrock AgentCore Gateway WebSearch (SigV4) to any MCP client

AWS DMS Troubleshooting MCP Server - Root Cause Analysis tool for AWS Database Migration Service replication issues

AWS Events MCP Server - discover, search, and filter the public AWS Events catalog over the Model Context Protocol

Production-ready MCP server for monitoring AWS Health events and service status

A Model Context Protocol server for comprehensive network packet capture and analysis using Wireshark/tshark

Collection of examples of how to use Model Context Protocol with AWS.

This project provides sample MCP servers that can be used with Amazon Q CLI or other MCP-compatible AI assistants

AWS Root Cause Analysis (RCA) with MCP Integration

This sample demonstrates how to deploy an Agentic AI architecture using AWS Fargate for Amazon ECS with AWS CDK. The sample features an AI Service that connects

Sample Mcp Server S3 — Model Context Protocol server

MCP server for automated AWS network architecture reviews - DX resiliency scoring, TGW topology, Cloud WAN discovery. 13 tools, boto3 only

Sample Serverless — Model Context Protocol server

Multi-Tenant remote MCP server with Amazon Cognito and remote client with Amazon Bedrock hosted on AWS

MCP for AWS Cost Explorer and CloudWatch logs

Sample For Bedrock Integration With Database — Model Context Protocol server

Sample Fdep — Model Context Protocol server

Sample Amazon Bedrock Agentcore Memory — Model Context Protocol server

Sample Context Aware Ai With Bedrock Mcp Server And Kiro — Model Context Protocol server

Sample Architecture Diagram — Model Context Protocol server

Works with Allotrope Simple Model (ASM) laboratory instrument data including schema validation and document fetching.

Collects and analyzes diagnostic logs from Amazon EKS worker nodes using AWS SSM Automation, covering 20+ log sources including kubelet, containerd, iptables, C

Integrates with AWS Cost Explorer, Compute Optimizer, and CloudWatch to analyze EC2, EBS, RDS, and Lambda resources for cost optimization recommendations includ

This MCP server enables any MCP client to perform web searches over HTTP using just an endpoint URL and API key, abstracting away AWS SigV4 signing and Bedrock

Plan AWS disaster recovery budgets conversationally, comparing backup/restore, pilot light, warm standby, and active/active strategies using live Cost Explorer

MCP server that migrates Amazon Quick Suite resources (Spaces, Chat Agents, Action Connectors, and S3 Knowledge Bases) between AWS accounts, preserving permissi

Deep Learning Containers MCP Server

Sample Autonomous Business Insights With Ai Agent And Mcp Servers — Model Context Protocol server