{"data":{"slug":"awslabs-mcp","name":"mcp","tagline":"Open source MCP Servers for AWS","github_url":"https://github.com/awslabs/mcp","owner":"awslabs","repo":"mcp","owner_avatar_url":"https://avatars.githubusercontent.com/u/3299148?v=4","primary_language":"Python","stars":9637,"forks":1732,"topics":["aws","mcp","mcp-client","mcp-clients","mcp-host","mcp-server","mcp-servers","mcp-tools","modelcontextprotocol"],"archived":false,"github_pushed_at":"2026-08-26T02:17:29+00:00","maintenance_label":"Very active","stars_delta_30d":134,"url":"https://www.graphcanon.com/tools/awslabs-mcp","markdown_url":"https://www.graphcanon.com/tools/awslabs-mcp.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/awslabs-mcp","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=awslabs-mcp","description":"Open source MCP Servers for AWS","homepage_url":"https://awslabs.github.io/mcp/","license":"Apache-2.0","open_issues":263,"watchers":77,"ai_summary":"A repository offering open-source implementations of Model Context Protocol servers and clients for the AWS environment using Python.","readme_excerpt":"## Available MCP Servers: Quick Installation\n\nGet started quickly with one-click installation buttons for popular MCP clients. Click the buttons below to install servers directly in Cursor or VS Code:\n\n---\n\n### 🚀 Getting Started with AWS\n\nFor AWS interactions, we recommend starting with:\n\n| Server Name                                                                                                 | Description | Install |\n|-------------------------------------------------------------------------------------------------------------|-------------|---------|\n| [AWS MCP Server (in preview)](https://docs.aws.amazon.com/aws-mcp/latest/userguide/what-is-mcp-server.html) | 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](https://docs.aws.amazon.com/aws-mcp/latest/userguide/what-is-mcp-server.html) |  <br/> <br/> |\n\n---\n\n### 🏗️ Infrastructure & Deployment\n\nBuild, deploy, and manage cloud infrastructure with Infrastructure as Code best practices.\n\n| Server Name | Description | Install |\n|-------------|-------------|---------|\n| [AWS IaC MCP Server](src/aws-iac-mcp-server) | Complete Infrastructure as Code toolkit with CloudFormation documentation access, CDK best practices guidance, construct examples, security validation, and deployment troubleshooting |  <br/> <br/> |\n| [AWS Cloud Control API MCP Server](src/ccapi-mcp-server) ⚠️ **DEPRECATED** | Direct AWS resource management with security scanning and best practices (Use [AWS IaC MCP Server](src/aws-iac-mcp-server) instead) |  <br/> <br/> |\n\n#### Container Platforms\n\n| Server Name | Description | Install |\n|-------------|-------------|---------|\n| [Amazon EKS MCP Server](src/eks-mcp-server) | Kubernetes cluster management and application deployment |  <br/> <br/> |\n| [Amazon ECS MCP Server](src/ecs-mcp-server) | Container orchestration and ECS application deployment |  <br/> <br/> |\n| [Finch MCP Server](src/finch-mcp-server) | Local container building with ECR integration |  <br/> <br/> |\n\n\n\n#### Serverless & Functions\n\n| Server Name | Description | Install |\n|-------------|-------------|---------|\n| [AWS Serverless MCP Server](src/aws-serverless-mcp-server) | Complete serverless application lifecycle with SAM CLI |  <br/> <br/> |\n| [AWS Lambda Tool MCP Server](src/lambda-tool-mcp-server) | Execute Lambda functions as AI tools for private resource access |  <br/> <br/> |\n\n\n#### Migration & Modernization\n\n| Server Name | Description | Install |\n|-------------|-------------|---------|\n| [AWS Transform MCP Server](src/aws-transform-mcp-server) | Manage AWS Transform workspaces, jobs, connectors, HITL tasks, and artifacts for mainframe, VMware, .NET, and custom code transformations |  <br/> <br/> |\n\n#### Support\n\n| Server Name | Description | Install |\n|-------------|-------------|---------|\n| [AWS Support MCP Server](src/aws-support-mcp-server) | Help users create and manage AWS Support cases |  <br/> <br/> |\n\n---\n\n### 💰 Cost & Operations\n\nMonitor, optimize, and manage your AWS infrastructure and costs.\n\n| Server Name | Description | Install |\n|-------------|-------------|---------|\n| [AWS Pricing MCP Server](src/aws-pricing-mcp-server) | AWS service pricing and cost estimates |  <br/> <br/> |\n| [Amazon CloudWatch MCP Server](src/cloudwatch-mcp-server) | Metrics, Alarms, and Logs analysis and operational troubleshooting |  <br/> <br/> |\n| [AWS","github_created_at":"2025-03-21T00:39:00+00:00","created_at":"2026-07-11T11:49:46.366519+00:00","updated_at":"2026-08-26T06:00:56.028966+00:00","categories":[{"slug":"inference-serving","name":"Inference & Serving","url":"https://www.graphcanon.com/categories/inference-serving","markdown_url":"https://www.graphcanon.com/categories/inference-serving.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/inference-serving"}],"tags":[{"slug":"aws","name":"aws"},{"slug":"mcp","name":"mcp"},{"slug":"modelcontextprotocol","name":"modelcontextprotocol"}],"trust":{"provenance":{"is_fork":false,"github_id":952238700,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-26T06:00:55.244Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":20,"days_since_push":0,"last_release_at":"2026-08-14T00:35:18Z","stars_delta_30d":134,"open_issues_delta_30d":-63},"security_summary":{"status":"no_manifest","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T11:49:48.444Z","medium_count":0,"scan_profile":"mcp_manifest","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-26T06:00:55.703Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-08-26T06:00:55.703Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-08-26T06:00:55.703Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":{"min_ram_gb":null,"requires_docker":false},"constraints":{"min_ram_gb":null,"requires_docker":false},"when_to_use":["When you need an open-source solution specifically designed to work with the AWS environment for deploying and managing model context protocols.","If your development stack is already based on Python and you are looking to integrate or scale out services that require Model Context Protocol capabilities."],"when_not_to_use":["Avoid MCP if your application does not run within an AWS ecosystem, as its integration with AWS-specific components may offer limited utility outside this environment.","Do not use mcp if your primary development language is not Python, given that the service implementations are exclusively in Python and may require substantial adaptation for other languages."],"source":"enrich:decision_facts","observed_at":"2026-07-16T21:19:33.902Z"},"constraint_facets":{"min_ram_gb":null,"requires_docker":false},"decision_summary":[{"label":"Adopt for","value":"MCP provides open-source implementations of servers and clients for Model Context Protocol tailored for AWS, supporting Python."},{"label":"License detail","value":"Distributed under the Apache-2.0 license, allowing free use, modification and distribution but with no warranty."}]}}