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MCP servers by aws-samples
aws-samples publishes 32 live MCP servers on GitHub. Listed by trust score; the score reflects each repository's own health, security checks, and documentation.
Sample Agentic AI Demos
Collection of examples of how to use Model Context Protocol with AWS.
Remote Swe Agents
Autonomous SWE agent working in the cloud!
Sample Serverless MCP Servers
Sample implementations of AI Agents and MCP Servers running on AWS Serverless compute
Sample Agentic AI Web
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, an…
Sample Getting Started With Strands Agents Course
Learn to build AI agents with Strands framework. Covers LLM integration via Amazon Bedrock/Anthropic, AWS service connections, tool implementation with MCP/A2A protocols, and agen…
Sample Genai On Eks Starter Kit
A comprehensive toolkit for deploying production-ready Generative AI infrastructure on Amazon EKS. Includes pre-configured components for: 🚀 AI Gateway (LiteLLM) 🤖 LLM Serving (v…
Sample Nova Sonic Speech2speech Webrtc
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…
Sample Nova Sonic MCP
MCP server: Sample Nova Sonic MCP
AWS S3
A sample MCP server for AWS S3 that flexibly fetches objects from S3 such as PDF documents.
Sample Agentic Data Lineage
MCP server: Sample Agentic Data Lineage
AWS SES
ses/) for more details.
Sample Agentcore Enterprise Platform
Amazon Bedrock AgentCore enterprise platform accelerator with AWS CDK, Terraform organization guardrails, MCP/A2A agents, security, memory, and observability.
Sample AWS Devops Agent Claude Plugin
Connect Claude Code to the AWS DevOps Agent through the AWS MCP Server.
Sample Agentcore MCP Apps
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 Rent…
aws-health-mcp-server
Production-ready MCP server for monitoring AWS Health events and service status
Sample Multi Agent Framework Protocol Agentcore Workshop
A hands-on workshop for building a production multi-agent AI system on Amazon Bedrock AgentCore. An orchestrator agent coordinates three specialists — each built with a different…
Sample AWS MCP Rca
AWS Root Cause Analysis (RCA) with MCP Integration
Sample MCP Registry Infrastructure
Sample AWS CloudFormation infrastructure for hosting a private MCP registry with S3, CloudFront, and optional WAF IP filtering or signed URL authentication.
Sample Lark Identity On Agentcore Native
Enterprise identity on Amazon Bedrock AgentCore with Lark (Feishu) as the IdP. Every turn arrives as a signed per-user JWT, and that user's Lark token lives in the AgentCore Ident…
Sample Agentic Retail Dynamic Pricing Demo
Multi-agent AI system for autonomous retail pricing optimization using Amazon Bedrock AgentCore. 6 specialized agents orchestrate competitive intelligence, demand forecasting, and…
Sample API For Websearch On Agentcore
A hosted MCP web-search service on AWS. Fronts Amazon Bedrock AgentCore Gateway's WebSearch with API Gateway + Lambda, so any MCP-over-HTTP client connects with just one endpoint…
Sample Industrial Ontology MCP Server
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 O…
Sample Agent Interoperability
Multi-cloud AI agent interoperability sample. Google ADK and Strands Agents on Amazon Bedrock AgentCore Runtime, exposed via the A2A protocol, with tools served through Bedrock Ag…
Sample Governed Agentic Companion
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…
Sample MCP Identity Proxy For AWS
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 authenticat…
Sample Agentic Tax Calculator
Multi-agent AI starter kit for deterministic tax computation using Amazon Bedrock AgentCore, LangGraph, and MCP
Sample Code Qa On Agentcore
Helps game designers, QA, operations, and support verify rules, calculations, event configurations, and player-reported behavior in Feishu/Lark. It answers in plain language from…
Sample Context Aware AI With Bedrock MCP Server And Kiro
No description published.
Sample Agentcore Scverse
No description published.
Sample Amazon Bedrock Agentcore Banking MCP Multi Account
No description published.
Sample Amazon Spapi MCP Server
No description published.
Sample APerfAnalyzerMCPServer
No description published.