End To End Agentic Ai Automation Lab
This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG, MCP, automation with n8n, and scalable agent deployment using Docker, AWS, and BentoML.
Aws Mcp Server
A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management.
Mcp Defanglabs
Defang CLI. Develop Once, Deploy Anywhere. Take your app from Docker Compose to a secure and scalable deployment on your favorite cloud in minutes.
Mcp Server Aws
A Model Context Protocol server implementation for operations on AWS resources
Aws Security Mcp
A Model Context Protocol server that connects AI assistants like Claude to AWS security services, allowing them to autonomously query, inspect, and analyze AWS infrastructure for security issues and misconfigurations.
Project Nova
A multi-agent AI architecture that connects 25+ specialized agents through n8n and MCP servers. Project NOVA routes requests to domain-specific experts, enabling control of applications from knowledge bases to DAWs, home automation to development tools. Includes system prompts, D
Aws S3 Mcp
MCP server to integrate AWS S3 and LLM
Mcp Server Aws Resources Python
A Python-based MCP server that lets Claude run boto3 code to query and manage AWS resources. Execute powerful AWS operations directly through Claude with proper sandboxing and containerization. No need for complex setups - just pass your AWS credentials and start interacting with
Aws Pricing Mcp
An MCP server that exposes AWS EC2 pricing data with an option to search by CPU, RAM, networking
Mcp Server Starter
This repository contains a ready-to-use Model Context Protocol (MCP) server that supercharges your development workflow. As a new developer, I created this tool to consolidate documentation and streamline my development process—now I'm sharing it with you.
Sample For Bedrock Integration With Database Mcp Server
Amazon Bedrock Converse API and Database MCP Server Integration is an MCP server on MCP.so — view details, tools, and install instructions.
Aws Service Authorization Reference
Aws Service Authorization Reference is an MCP server on MCP.so — view details, tools, and install instructions.
Mcp Codepipeline Server
This is a Model Context Protocol (MCP) server that integrates with AWS CodePipeline, allowing you to manage your pipelines through Windsurf and Cascade. The server provides a standardized interface for interacting with AWS CodePipeline services.
Mcp Cloud Compliance
Conversational cloud security compliance auditing. MCP server enabling natural language queries about AWS security posture via Claude and other AI assistants.
Aws Sa Tools Mcp Server
AWS MCP Server is an MCP server on MCP.so — view details, tools, and install instructions.
Aws Postgress Mcp Server
AWS PostgreSQL MCP Server is an MCP server on MCP.so — view details, tools, and install instructions.
Aws Common Mcp Servers
Deployable MCP Servers for common AWS services (Location, S3, Aurora PG Data API) using AWS CDK.
Arc Mcp Server
Accelerate development with ARC MCP
Promptz Mcp
MCP Server implementation for promptz.dev
Brains Mcp
A Serverless MCP implementation using SST, React and AWS.
Novareel Mcp
A Model Context Protocol (MCP) server for Amazon Nova Reel 1.1 video generation using AWS Bedrock. This server provides tools for asynchronous video generation with comprehensive prompting guidelines and both stdio and SSE transport support.
Cloud Audit
Open-source AWS security scanner with Attack Chains, Breach Cost Estimation, and MCP Server. 47 checks across 15 AWS services. Every finding includes copy-paste remediation (CLI + Terraform) and a dollar-risk estimate with verified source. First free standalone AWS security MCP s
Infrawise
Gives AI coding assistants deterministic infrastructure awareness. Statically analyzes your codebase, AWS services, and database schemas — exposes DynamoDB tables, indexes, query patterns, and service relationships via MCP so Claude Code knows your actual infrastructure instead o
Aws Trusted Advisor Mcp Server
AWS Trusted Advisor MCP Server - 低利用率EC2インスタンスの停止やEBSスナップショットの作成など、AWS環境の最適化を提案するツール
Mcp Server Cloudforgetech6 Ctrl
CloudForge MCP lets Claude visualise your cloud architecture diagrams, generate production-ready Terraform HCL from natural language, import existing IaC, and manage Azure, AWS, and GCP resources — all from chat.
Mcp Server Groovybugify
Open-source MCP (Mission Control Panel) server for AWS - A powerful, region-independent backend service for AWS operations
Mcp Shieldly Io
AI-Powered Security Analysis for AWS — official MCP server. Analyze IAM policies and CloudFormation templates from any MCP client.
Dynamodb Toolbox
Leverages your Schemas and Access Patterns to interact with your DynamoDB Database using natural language.
Dynamodb Mcp Server
Model Context Protocol server for managing Amazon DynamoDB resources
Mcp Itzemirkun
🚀 OpenClient- The CLI-Based Universal AI Application Connector! An open-source Model Context Protocol (MCP) implementation that turbocharges LLMs by context provisioning standardization. Quickly connect a server of your choice with our client to boost your AI capabilities. Ideal
Mcp Aws Cost Anomaly
Curated by Archimedes Market. AWS Cost Explorer + Anomaly Detection exposed as MCP tools. Surface unusual spend by service, account, or tag. Pull cost breakdowns, forecasts, savings recommendations. Read-only IAM — refuses to start if the role can modify resources. → archimedes.m
Aws Mcp Lambda Server
aws-mcp-lambda-server is an MCP server on MCP.so — view details, tools, and install instructions.
Aarora79 Aws Cost Explorer Mcp Server
Aarora79 Aws Cost Explorer Mcp Server is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Cloudcostsmcp
Anchor AI FinOps to real, live cloud pricing. Multi-cloud MCP server for AWS, GCP & Azure — public list prices and enterprise negotiated rates (Reserved Instances, Savings Plans, CUDs, EDPs). No credentials needed to get started.
Aws Cur Mcp Server
AWS-CUR-MCP-Server is an MCP server on MCP.so — view details, tools, and install instructions.
Remote Mcp Host Ec2
Build and deploy Remote Model Context Protocol (MCP) servers to AWS EC2
Aws Serverless Mcp
MCP Server implementation with AWS Serverless services.
Kubeopt
Kubernetes cluster cost analysis and optimization. Query costs, find savings opportunities, get rightsizing recommendations, and analyze pod spend across AKS, EKS, and GKE directly from Claude.
Postgers Mcp For Aws Rds
It is MCP server for access Postges DB on AWS RDS
Aws Calculator Mcp
Aws Pricing Calculator Mcp is an MCP server on MCP.so — view details, tools, and install instructions.
Try Mcp Server Skato000
Try MCP Server is an MCP server on MCP.so — view details, tools, and install instructions.
Rlymbur Amazon Vpc Lattice Mcp Server
Rlymbur Amazon Vpc Lattice Mcp Server is a Model Context Protocol server designed to extend AI agent capabilities. It exposes tools, resources, and prompts that allow AI assistants like Claude and Cursor to perform specialized tasks.
Insideout Agent Skills
InsideOut -- AI cloud infrastructure skill for Claude Code, Cursor, Kiro, and 30+ tools
Aws Mcp Cloud Dev
AI-powered cloud development with AWS MCP Servers
Cloudpulse Mcp
Cross-cloud observability for AI agents. Discover resources, correlate logs, and diagnose infrastructure issues across AWS, GCP, Vercel, and Cloudflare — without leaving your editor.
Accelerators Mcp
36 enterprise-grade MCP tools for AWS infrastructure, security compliance, AI workflows, agent governance, and operational resilience. Includes IAM policy validation with security scoring, MFA compliance auditing, CloudFormation/SAM template generation, DynamoDB single-table desi
Aws Mcp Servers Config
AWS MCP Server Configurations for different operating systems
Amplify Doc Mcp Server
This MCP server provides tools to access AWS Amplify Gen 2 documentation and search for content. (not official)
Mcp Server Lambda
Lambda Ruby App Demoing MCP Servers
Mcp Wook133
AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow
Serverless Mcp Cli
serverless-mcp-cli is an MCP server on MCP.so — view details, tools, and install instructions.
Baryhuang Mcp Server Aws Resources Python
Baryhuang Mcp Server Aws Resources Python MCP server provides AI agents with powerful tools and integrations for automation workflows. Connect your AI assistant to Baryhuang Mcp Server Aws Resources Python capabilities through the Model Context Protocol standard.