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36 MCP Servers19 Skills23 Agentsacross 11 categoriesottokrus
Passwordless authentication with Amazon Cognito: FIDO2 (WebAuthn, support for Passkeys), Magic Link, SMS OTP Step Up
aws-samples
Sample implementations of AI Agents and MCP Servers running on AWS Serverless compute
athewsey
Parse API responses from Amazon Textract with higher-level helpers
prestomation
For a general introduction to Amazon Sumerian Hosts as well as other example implementations of utilizing the core package, refer to the [primary repository](https://github.com/aws-samples/amazon-sumerian-hosts)
...moreThe AWS Analytics Reference Architecture is a set of analytics solutions put together as end-to-end examples. It regroups AWS best practices for designing, implementing, and operating analytics platforms through different purpose-built patterns, handling
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MCP server for creating, reading, updating AWS Pricing Calculator estimates through natural language.
aws-samples
Collection of examples of how to use Model Context Protocol with AWS.
aws-samples
A comprehensive toolkit for deploying production-ready Generative AI infrastructure on Amazon EKS. Includes pre-configured components for: 🚀 AI Gateway (LiteLLM) 🤖 LLM Serving (vLLM, SGLang, Ollama) 📊 Vector Databases, 🔍 Embedding Models (TEI) 📈 Observability (Langfuse, Phoenix) etc. Fast-track your GenAI deployment with Kubernetes
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An agent based LLM assistant that extends RAG with batch entity extraction and SQL querying to improve performance on multi-step and analytical questions.
...moreIan Meyers
The AWS Data Mesh Helper library provides automation around the most common tasks that customers need to perform to implement a data mesh architecture on AWS.
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Labs for the "Build an agentic LLM assistant on AWS" workshop. A step by step agentic llm assistant development workshop using serverless three-tier architecture.
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Bedrock Knowledge Base and Agents for Retrieval Augmented Generation (RAG)
pahud
A JSII construct lib to build AWS Serverless LAMP with AWS CDK
Long-term semantic memory plugin for Strands Agents backed by Amazon S3 Vectors
aws-samples
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amazon Nova models to create a web automation assistant with tool use, human-in-the-loop interaction, and vision capabilities.
...moreandskli
CDK construct library that allows you install Karpenter in an AWS EKS cluster
cmagee
Quickly deploy a complete EC2 Image Builder Image Pipeline using CDK
Generate directly usable AWS CloudFormation template with aws-cdk v2.
Cory Visi <[email protected]>, Ratnadeep Bardhan Roy <[email protected]>, George Gallo <[email protected]>, Jose Guay <[email protected]>, Isaiah Grant <[email protected]>, Ravi Itha <[email protected]>, Zahid Muhammad Ali <[email protected]>
A CDK Python app for deploying ETL jobs that operate data pipelines for InsuranceLake in AWS
AWS Tools for Babylon.JS Editor: Open Source Hosts Plugin is a set of tools meant to communicate with Amazon Sumerian Hosts (https://github.com/aws-samples/amazon-sumerian-hosts) inside of Babylon.JS Editor
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A MCP Server that's built on top of AWS Cloud Financial Management (CFM) Technical Implementation Playbooks (TIPs) - our proven collection of cost optimization best practices
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Data Wiki turns data into portable knowledge bundles following Open Knowledge Format (OKF) and serves them to AI agents over the Model Context Protocol (MCP).
...moreMCP server for automated AWS network architecture reviews - DX resiliency scoring, TGW topology, Cloud WAN discovery. 13 tools, boto3 only
...moreEamonn Faherty
Manage your AWS Organizations infrastructure using a simple file system based approach. You create files and folders that correspond to AWS Organizations organizational units and accounts and this tooling manages changes for you.
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Sample voice agent application based on Amazon Nova 2 Sonic and Amazon Kinesis Video Streams WebRTC service. It demonstrates the real-time audio streaming interaction between user and speech-to-speech model via WebRTC connection. It also supports tool use like RAG with Bedrock Knowledge Base, MCP servers, and Strands agent.
...moreCory Visi <[email protected]>, Ratnadeep Bardhan Roy <[email protected]>, George Gallo <[email protected]>, Jose Guay <[email protected]>, Isaiah Grant <[email protected]>, Ravi Itha <[email protected]>, Zahid Muhammad Ali <[email protected]>
A CDK Python app for deploying foundational infrastructure for InsuranceLake in AWS
aws-samples
Multi-Tenant remote MCP server with Amazon Cognito and remote client with Amazon Bedrock hosted on AWS
aws-samples
A real-time conversational AI platform built on AWS with Amazon Bedrock Nova Sonic for voice and Amazon Bedrock AgentCore Runtime for chat. While designed as a hotel guest services assistant, this platform is easily adaptable to any industry by simply changing system prompts and integrating industry-specific tools via MCP servers.
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This pattern describes how to implement a Model Context Protocol (MCP) server that integrates three industry-standard security scanning tools (Checkov, Semgrep, and Bandit) to provide comprehensive code security analysis. The server enables AI coding assistants like Kiro and Amazon Q Developer to automatically scan code snippets.
...moreThis repository contains sample code demonstrating how to implement a verified semantic cache using Amazon Bedrock Knowledge Bases to prevent hallucinations in Large Language Model (LLM) responses while improving latency and reducing costs.
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MCP for AWS Cost Explorer and CloudWatch logs
Amazon Web Services
The data product processor (dpp) is a library for dynamically creating and executing Apache Spark Jobs based on a declarative description of a data product.
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Deploy an MCP server with MCP Apps (interactive HTML widgets) on Amazon Bedrock AgentCore Runtime, connected to AI hosts like ChatGPT and Claude — demonstrated with a Unicorn Rentals sample.
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Connect Claude Code to the AWS DevOps Agent through the AWS MCP Server.
aws-samples
An open-source, serverless and agentic design for pay-per-use AI content generation using USDC stablecoin payments via x402, featuring browser wallet and autonomous agent flows on AWS.
...moregardnerjh
A construct library for deploying Alexa Skills with the AWS CDK.
aws-samples
AI-powered assistant for AWS provided Shop Floor Connectivity (SFC) configuration management and testing. Using python Strands Agents SDK and FastMCP. All code in that example was created using Cline and Kiro app.
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Turn repeatable processes into SOPs your AI agent works through one auditable step at a time.
aws-samples
AI-powered assistant for AWS provided Shop Floor Connectivity (SFC) configuration management and testing. Using python Strands Agents SDK and FastMCP. All code in that example was created using Cline and Kiro app.
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No description available
aws-samples
This project provides sample MCP servers that can be used with Amazon Q CLI or other MCP-compatible AI assistants
No description available
The Fraud Investigator Assistant shows how AWS Bedrock, MCP servers, and Strands expert agents can transform fraud investigations. By combining private MCP servers for secure data with open-source MCPs for public intelligence, it speeds up case analysis and ensures compliance, reducing investigation timelines significantly.
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Custom AWS Transform agent that migrates PyTorch/Triton kernels to AWS Trainium NKI (@nki.jit) and compiles, numerically verifies, and profiles every candidate on a real Trainium device before opening a PR.
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AWS Root Cause Analysis (RCA) with MCP Integration
No description available
No description available
aws-samples
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 to multiple Model Context Protocol (MCP) servers to perform various actions
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Educational AWS sample demonstrating the Model Context Protocol (MCP): a Strands agent on Amazon Bedrock AgentCore investigates synthetic e-commerce fraud over an AgentCore Gateway, with a React dashboard streaming its reasoning. Sandbox only, us-west-2.
...moreStateful agentic AI workflows on Amazon Aurora PostgreSQL with MCP, Amazon Bedrock AgentCore, Strands Agents, pgvector and row-level security
...moreHari Pachuveetil <[email protected]>
Code samples that accompany the AWS blog post on jsii
Run process-correctness validation as a custom code-based evaluator in Amazon Bedrock AgentCore Evaluations, deterministic behavioral contracts over the OTEL traces agents already emit, with audit evidence records.
...moreNo description available
No description available
AWS CDK Construct that run a Fargate task. Stack will process only when Fargate task executed successfully and all containers exit with code 0, otherwise rollback
...moreNo description available
aws-samples
Turn tabular data into a reviewable RDF/OWL knowledge graph using an MCP server and Amazon Bedrock. Profiles CSV inputs, designs a T-Box, generates an A-Box, runs validation and OWL reasoning, and answers SPARQL queries from a local stdio MCP server. Includes a guided workshop with synthetic manufacturing data.
...moreReference architecture for building multi-MCP-server systems on Amazon Bedrock AgentCore — explainable planner, pluggable YAML registry, cross-server evidence correlation. Swap in any MCP servers; the orchestration pattern stays the same.
...moreHari Pachuveetil
A simple Python library to benchmark against a jsii module with similar, simple logic.
brightsparc
This Alexa Form SDK provides support for creating skills that include survey form collection.
aws-samples
A governed, orchestrator-driven multi-agent builder companion on Amazon Bedrock AgentCore. Safe by construction — never deploys, never leaks a secret, never presents an ungrounded guess as fact, with an always-on governance gate that has no off switch. Fork-and-build starter kit; runs locally with no AWS or LLM.
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Client-side MCP proxy that injects OAuth bearer tokens or API keys (via Amazon Bedrock AgentCore Identity or static credentials) for MCP servers using OAuth or API-key authentication, such as AgentCore Gateway inbound authorization.
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Proof-of-concept demonstrating lease-compliance queries as a natural-language experience in Amazon Quick. Deterministic, exhaustive compliance sweeps backed by an MCP server, Aurora/pgvector, and versioned rules-as-data — with AI limited to exploratory clause search only. Synthetic data, educational use.
...moreAWS Samples
MCP server bridging Amazon Bedrock AgentCore Gateway WebSearch (SigV4) to any MCP client
Amazon Web Services
A Model Context Protocol server for comprehensive network packet capture and analysis using Wireshark/tshark
Amazon Web Services
AWS Events MCP Server - discover, search, and filter the public AWS Events catalog over the Model Context Protocol
Amazon Web Services
AWS DMS Troubleshooting MCP Server - Root Cause Analysis tool for AWS Database Migration Service replication issues
MCP server that calculates AWS Extended Support costs for RDS/Aurora, ElastiCache, EKS, OpenSearch, and DocumentDB
MCP server to assess AWS infrastructure against India's DPDP Act 2023, RBI Master Direction, and SEBI CSCRF