The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
npx ecc-install --profile fullFair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
npx n8nAn open-source AI agent that brings the power of Gemini directly into your terminal.
npx @google/gemini-cliThese intent pages connect this repository to workflow-first and comparison-first discovery routes.
Get started quickly with one-click installation buttons for popular MCP clients. Click the buttons below to install servers directly in Cursor or VS Code:
For AWS interactions, we recommend starting with:
| 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 Started information. Features pre-built Agent SOPs that follow AWS best practices, helping agents complete complex multi-step AWS tasks reliably. Built with safety and control in mind: syntactically validated API calls, IAM-based permissions with zero credential exposure, and complete CloudTrail audit logging. Access all AWS services for managing infrastructure, exploring resources, and executing AWS operations with full transparency and traceability. Read more |    |
Supports Claude Code, Cursor, Windsurf, Mcp
Carries strong trust indicators from repository metadata
9412 GitHub stars recorded
The Model Context Protocol (MCP) is an open protocol that enables seamless integration between LLM applications and external data sources and tools. Whether you're building an AI-powered IDE, enhancing a chat interface, or creating custom AI workflows, MCP provides a standardized way to connect LLMs with the context they need.
An MCP Server is a lightweight program that exposes specific capabilities through the standardized Model Context Protocol. Host applications (such as chatbots, IDEs, and other AI tools) have MCP clients that maintain 1:1 connections with MCP servers. Common MCP clients include agentic AI coding assistants (like Kiro, Cline, Cursor, Windsurf) as well as chatbot applications like Claude Desktop, with more clients coming soon. MCP servers can access local data sources and remote services to provide additional context that improves the generated outputs from the models.
MCP Servers for AWS use this protocol to provide AI applications access to AWS documentation, contextual guidance, and best practices. Through the standardized MCP client-server architecture, AWS capabilities become an intelligent extension of your development environment or AI application.
MCP Servers for AWS enable enhanced cloud-native development, infrastructure management, and development workflows—making AI-assisted cloud computing more accessible and efficient.
The Model Context Protocol is an open source project run by Anthropic, PBC. and open to contributions from the entire community. For more information on MCP, you can find further documentation here
| Server Name | Description | Install |
|---|---|---|
| AWS Knowledge MCP Server | A remote, fully-managed MCP server hosted by AWS that provides access to the latest AWS docs, API references, What's New Posts, Getting Started information, Builder Center, Blog posts, Architectural references, and Well-Architected guidance. | |
| AWS Documentation MCP Server | Get latest AWS docs and API references | |
Build, deploy, and manage cloud infrastructure with Infrastructure as Code best practices.
| Server Name | Description | Install |
|---|---|---|
| AWS IaC MCP Server | Complete Infrastructure as Code toolkit with CloudFormation documentation access, CDK best practices guidance, construct examples, security validation, and deployment troubleshooting | |
| AWS Cloud Control API MCP Server ⚠️ DEPRECATED | Direct AWS resource management with security scanning and best practices (Use AWS IaC MCP Server instead) | |
| Server Name | Description | Install |
|---|---|---|
| Amazon EKS MCP Server | Kubernetes cluster management and application deployment | |
| Amazon ECS MCP Server | Container orchestration and ECS application deployment | |
| Finch MCP Server | Local container building with ECR integration | |
| Server Name | Description | Install |
|---|---|---|
| AWS Serverless MCP Server | Complete serverless application lifecycle with SAM CLI | |
| AWS Lambda Tool MCP Server | Execute Lambda functions as AI tools for private resource access | |
| Server Name | Description | Install |
|---|---|---|
| AWS Transform MCP Server | Manage AWS Transform workspaces, jobs, connectors, HITL tasks, and artifacts for mainframe, VMware, .NET, and custom code transformations | |
| Server Name | Description | Install |
|---|---|---|
| AWS Support MCP Server | Help users create and manage AWS Support cases | |
Enhance AI applications with knowledge retrieval, content generation, and ML capabilities
| Server Name | Description | Install |
|---|---|---|
| Amazon Bedrock Knowledge Bases Retrieval MCP Server | Query enterprise knowledge bases with citation support | |
| Amazon Kendra Index MCP Server | Enterprise search and RAG enhancement | |
| Amazon Q Business MCP Server | AI assistant for your ingested content with anonymous access | |
| Amazon Q Index MCP Server | Data accessors to search through enterprise's Q index | |
| AWS Bedrock Custom Model Import MCP Server | Manage custom models in Bedrock for on-demand inference | |
| AWS Bedrock AgentCore MCP Server | Provides comprehensive documentation access on AgentCore platform services, APIs, and best practices | |
| Amazon Translate MCP Server | Neural machine translation across 75+ languages with batch processing and custom terminology | |
| Amazon SageMaker AI MCP Server | SageMaker AI resource management and model development | |
| Registry of Open Data (RODA) MCP Server | Discover, explore, and preview open datasets on AWS | |
Work with databases, caching systems, and data processing workflows.
| Server Name | Description | Install |
|---|---|---|
| Amazon DynamoDB MCP Server | DynamoDB expert design guidance and data modeling assistance | |
| Amazon Aurora PostgreSQL MCP Server | PostgreSQL database operations via RDS Data API | |
| Amazon Aurora MySQL MCP Server | MySQL database operations via RDS Data API | |
| Amazon Aurora DSQL MCP Server | Distributed SQL with PostgreSQL compatibility | |
| Amazon DocumentDB MCP Server | MongoDB-compatible document database operations | |
| Amazon Neptune MCP Server | Graph database queries with openCypher and Gremlin | |
| Amazon Keyspaces MCP Server | Apache Cassandra-compatible operations | |
| Amazon Timestream for InfluxDB MCP Server | Time-series database operations and InfluxDB compatibility | |
| AWS S3 Tables MCP Server | Manage S3 Tables for optimized analytics | |
| Amazon Redshift MCP Server | Data warehouse operations and analytics queries | |
| Amazon RDS Oracle MCP Server | Oracle Database operations via Secrets Manager authentication | |
| AWS IoT SiteWise MCP Server | Industrial IoT asset management, data ingestion, and analytics | |
| Amazon RDS MSSQL MCP Server | SQL Server database operations via RDS Data API | |
| Server Name | Description | Install |
|---|---|---|
| AWS AppSync MCP Server | Manage and Interact with application backends powered by AWS AppSync | |
| Server Name | Description | Install |
|---|---|---|
| Amazon ElastiCache MCP Server | Complete ElastiCache control plane operations | |
| Amazon ElastiCache / MemoryDB for Valkey MCP Server | Advanced data structures and caching with Valkey | |
| Amazon ElastiCache for Memcached MCP Server | High-speed caching with Memcached protocol | |
| Server Name | Description | Install |
|---|---|---|
| Registry of Open Data (RODA) MCP Server | Discover, explore, and preview open datasets on AWS | |
Accelerate development with code analysis, documentation, and testing utilities.
| Server Name | Description | Install |
|---|---|---|
| AWS IAM MCP Server | Comprehensive IAM user, role, group, and policy management with security best practices | |
| AWS Security Agent MCP Server | Automated security scanning, penetration testing, and remediation using AWS Security Agent | |
| OpenAPI MCP Server | Dynamic API integration through OpenAPI specifications | |
Connect systems with messaging, workflows, and location services.
| Server Name | Description | Install |
|---|---|---|
| Amazon SNS / SQS MCP Server | Event-driven messaging and queue management | |
| Amazon MQ MCP Server | Message broker management for RabbitMQ and ActiveMQ | |
| AWS Step Functions Tool MCP Server | Execute complex workflows and business processes | |
| Amazon Location Service MCP Server | Place search, geocoding, and route optimization | |
| OpenAPI MCP Server | Dynamic API integration through OpenAPI specifications | |
Monitor, optimize, and manage your AWS infrastructure and costs.
| Server Name | Description | Install |
|---|---|---|
| AWS Pricing MCP Server | AWS service pricing and cost estimates | |
| Amazon CloudWatch MCP Server | Metrics, Alarms, and Logs analysis and operational troubleshooting | |
| AWS Managed Prometheus MCP Server | Prometheus-compatible operations | |
| AWS Billing and Cost Management MCP Server | Billing and cost management for chargeable and Proforma billing | |
Interact with AWS HealthAI services.
| Server Name | Description | Install |
|---|---|---|
| AWS HealthOmics MCP Server | Generate, run, debug and optimize lifescience workflows | |
| AWS HealthImaging MCP Server | Comprehensive medical imaging data lifecycle management with 21 tools for DICOM operations, datastore management, and automated discovery | |
| AWS HealthLake MCP Server | Create, manage, search, and optimize FHIR healthcare data workflows with comprehensive AWS HealthLake integration, featuring automated resource discovery, advanced search capabilities, patient record management, and seamless import/export operations. | |
| Registry of Open Data (RODA) MCP Server | Discover, explore, and preview open datasets on AWS | |
AI coding assistants like Kiro, Cline, Cursor, and Claude Code helping you build faster
Workshop: Check out the Vibe Coding with AWS MCP Servers workshop for hands-on guidance and examples.
| 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 natural language. | |
| AWS Knowledge MCP Server | A remote, fully-managed MCP server hosted by AWS that provides access to the latest AWS docs, API references, What's New Posts, Getting Started information, Builder Center, Blog posts, Architectural references, and Well-Architected guidance. | |
| AWS Documentation MCP Server | Get latest AWS docs and API references | |
| Server Name | Description | Install |
|---|---|---|
| AWS IaC MCP Server | Complete Infrastructure as Code toolkit with CloudFormation documentation access, CDK best practices guidance, construct examples, security validation, and deployment troubleshooting | |
| AWS Cloud Control API MCP Server ⚠️ DEPRECATED | Direct AWS resource management with security scanning and best practices (Use AWS IaC MCP Server instead) | |
| Server Name | Description | Install |
|---|---|---|
| OpenAPI MCP Server | Dynamic API integration through OpenAPI specifications | |
| Server Name | Description | Install |
|---|---|---|
| Amazon SageMaker AI MCP Server | SageMaker AI resource management and model development | |
| Amazon EKS MCP Server | Kubernetes cluster management and app deployment | |
| Amazon ECS MCP Server | Containerize and deploy applications to ECS | |
| Finch MCP Server | Local container building with ECR push | |
| AWS Serverless MCP Server | Full serverless app lifecycle with SAM CLI | |
| Server Name | Description | Install |
|---|
| Server Name | Description | Install |
|---|---|---|
| AWS HealthOmics MCP Server | Generate, run, debug and optimize lifescience workflows | |
| Server Name | Description | Install |
|---|---|---|
| AWS HealthLake MCP Server | Create, manage, search, and optimize FHIR healthcare data workflows with comprehensive AWS HealthLake integration, featuring automated resource discovery, advanced search capabilities, patient record management, and seamless import/export operations. | |
Customer-facing chatbots, business agents, and interactive Q&A systems
| Server Name | Description | Install |
|---|---|---|
| Amazon Bedrock Knowledge Bases Retrieval MCP Server | Query enterprise knowledge bases with citation support | |
| Amazon Kendra Index MCP Server | Enterprise search and RAG enhancement | |
| Amazon Q Business MCP Server | AI assistant for your ingested content with anonymous access | |
| Amazon Q Index MCP Server | Data accessors to search through enterprise's Q index | |
| AWS Documentation MCP Server | Get latest AWS docs and API references | |
| Server Name | Description | Install |
|---|---|---|
| Document Loader MCP Server | Parse and extract content from PDF, DOCX, XLSX, PPTX, and image files | |
| Amazon Translate MCP Server | Neural machine translation across 75+ languages with batch processing and custom terminology | |
| Server Name | Description | Install |
|---|---|---|
| Amazon Location Service MCP Server | Location search, geocoding, and business hours | |
| AWS Pricing MCP Server | AWS service pricing and cost estimates | |
Headless automation, ETL pipelines, and operational systems
| Server Name | Description | Install |
|---|---|---|
| AWS Data Processing MCP Server | Comprehensive data processing tools and real-time pipeline visibility across AWS Glue, Amazon EMR-EC2, and Amazon Athena | |
| Amazon DynamoDB MCP Server | Complete DynamoDB operations and table management | |
| Amazon Aurora PostgreSQL MCP Server | PostgreSQL database operations via RDS Data API | |
| Amazon Aurora MySQL MCP Server | MySQL database operations via RDS Data API | |
| Amazon Aurora DSQL MCP Server | Distributed SQL with PostgreSQL compatibility | |
| Amazon DocumentDB MCP Server | MongoDB-compatible document database operations | |
| Amazon Neptune MCP Server | Graph database queries with openCypher and Gremlin | |
| Amazon Keyspaces MCP Server | Apache Cassandra-compatible operations | |
| Amazon Timestream for InfluxDB MCP Server | Time-series database operations and InfluxDB compatibility | |
| Amazon RDS MSSQL MCP Server | SQL Server database operations via RDS Data API | |
| Amazon RDS Oracle MCP Server | Oracle Database operations via Secrets Manager authentication |
| Server Name | Description | Install |
|---|---|---|
| Amazon ElastiCache / MemoryDB for Valkey MCP Server | Advanced data structures and caching with Valkey | |
| Amazon ElastiCache for Memcached MCP Server | High-speed caching with Memcached protocol | |
| Server Name | Description | Install |
|---|---|---|
| AWS Lambda Tool MCP Server | Execute Lambda functions as AI tools for private resource access | |
| AWS Step Functions Tool MCP Server | Execute complex workflows and business processes | |
| Amazon SNS/SQS MCP Server | Event-driven messaging and queue management | |
| Amazon MQ MCP Server | Message broker management for RabbitMQ and ActiveMQ | |
| Server Name | Description | Install |
|---|---|---|
| Amazon CloudWatch MCP Server | Metrics, Alarms, and Logs analysis and operational troubleshooting | |
| Amazon CloudWatch Application Signals MCP Server | Application monitoring and performance insights | |
| AWS Managed Prometheus MCP Server | Prometheus-compatible operations and monitoring | |
| AWS Security Agent MCP Server | Automated security scanning, penetration testing, and remediation using AWS Security Agent | |
| AWS Well-Architected Security Assessment Tool MCP Server | Assess AWS environments against the Well-Architected Framework Security Pillar | |
| AWS CloudTrail MCP Server | CloudTrail events querying and analysis |  |
| AWS Systems Manager for SAP MCP Server | Manage, monitor, and operate SAP applications on AWS with health checks, configuration validation, and scheduling | |