Merge branch 'main' into fix/diagrams-imports

Author: theagenticguy

README.md

@@ -124,15 +124,15 @@ For general AWS interactions and comprehensive API support, we recommend startin
 | Server Name | Description | Install |
 |-------------|-------------|---------|
 | [AWS API MCP Server](src/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. | [![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.aws-api-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuYXdzLWFwaS1tY3Atc2VydmVyQGxhdGVzdCIsImVudiI6eyJBV1NfUkVHSU9OIjoidXMtZWFzdC0xIn0sImRpc2FibGVkIjpmYWxzZSwiYXV0b0FwcHJvdmUiOltdfQ%3D%3D)<br/>[![Install VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20API%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-api-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_REGION%22%3A%22us-east-1%22%7D%2C%22type%22%3A%22stdio%22%7D) |
-| [AWS Knowledge MCP Server](src/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. | [![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.aws-knowledge-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuYXdzLWtub3dsZWRnZS1tY3Atc2VydmVyQGxhdGVzdCIsImVudiI6eyJBV1NfUFJPRklMRSI6InlvdXItYXdzLXByb2ZpbGUiLCJBV1NfUkVHSU9OIjoidXMtZWFzdC0xIiwiRkFTVE1DUF9MT0dfTEVWRUwiOiJFUlJPUiJ9LCJkaXNhYmxlZCI6ZmFsc2UsImF1dG9BcHByb3ZlIjpbXX0%3D)<br/>[![Install VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20Knowledge%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-knowledge-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%2C%22AWS_REGION%22%3A%22us-east-1%22%2C%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%7D%2C%22disabled%22%3Afalse%2C%22autoApprove%22%3A%5B%5D%7D) |
+| [AWS Knowledge MCP Server](src/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. | [![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=aws-knowledge-mcp&config=eyJ1cmwiOiJodHRwczovL2tub3dsZWRnZS1tY3AuZ2xvYmFsLmFwaS5hd3MifQ==) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://vscode.dev/redirect/mcp/install?name=aws-knowledge-mcp&config=%7B%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fknowledge-mcp.global.api.aws%22%7D) |
 
 ### Browse by What You're Building
 
 #### 📚 Real-time access to official AWS documentation
 
 | Server Name | Description | Install |
 |-------------|-------------|---------|
-| [AWS Knowledge MCP Server](src/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. | [![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.aws-knowledge-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuYXdzLWtub3dsZWRnZS1tY3Atc2VydmVyQGxhdGVzdCIsImVudiI6eyJBV1NfUFJPRklMRSI6InlvdXItYXdzLXByb2ZpbGUiLCJBV1NfUkVHSU9OIjoidXMtZWFzdC0xIiwiRkFTVE1DUF9MT0dfTEVWRUwiOiJFUlJPUiJ9LCJkaXNhYmxlZCI6ZmFsc2UsImF1dG9BcHByb3ZlIjpbXX0%3D)<br/>[![Install VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20Knowledge%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-knowledge-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%2C%22AWS_REGION%22%3A%22us-east-1%22%2C%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%7D%2C%22disabled%22%3Afalse%2C%22autoApprove%22%3A%5B%5D%7D) |
+| [AWS Knowledge MCP Server](src/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. | [![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=aws-knowledge-mcp&config=eyJ1cmwiOiJodHRwczovL2tub3dsZWRnZS1tY3AuZ2xvYmFsLmFwaS5hd3MifQ==) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://vscode.dev/redirect/mcp/install?name=aws-knowledge-mcp&config=%7B%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fknowledge-mcp.global.api.aws%22%7D) |
 | [AWS Documentation MCP Server](src/aws-documentation-mcp-server) | Get latest AWS docs and API references | [![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.aws-documentation-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuYXdzLWRvY3VtZW50YXRpb24tbWNwLXNlcnZlckBsYXRlc3QiLCJlbnYiOnsiRkFTVE1DUF9MT0dfTEVWRUwiOiJFUlJPUiIsIkFXU19ET0NVTUVOVEFUSU9OX1BBUlRJVElPTiI6ImF3cyJ9LCJkaXNhYmxlZCI6ZmFsc2UsImF1dG9BcHByb3ZlIjpbXX0%3D) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20Documentation%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-documentation-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%2C%22AWS_DOCUMENTATION_PARTITION%22%3A%22aws%22%7D%2C%22disabled%22%3Afalse%2C%22autoApprove%22%3A%5B%5D%7D) |
 
 
@@ -284,7 +284,7 @@ Interact with AWS HealthAI services.
 |-------------|-------------|---------|
 | [AWS API MCP Server](src/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. | [![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.aws-api-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuYXdzLWFwaS1tY3Atc2VydmVyQGxhdGVzdCIsImVudiI6eyJBV1NfUkVHSU9OIjoidXMtZWFzdC0xIn0sImRpc2FibGVkIjpmYWxzZSwiYXV0b0FwcHJvdmUiOltdfQ%3D%3D)<br/>[![Install VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20API%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-api-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_REGION%22%3A%22us-east-1%22%7D%2C%22type%22%3A%22stdio%22%7D) |
 | [Core MCP Server](src/core-mcp-server) | Start here: intelligent planning and MCP server orchestration | [![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.core-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuY29yZS1tY3Atc2VydmVyQGxhdGVzdCIsImVudiI6eyJGQVNUTUNQX0xPR19MRVZFTCI6IkVSUk9SIn0sImF1dG9BcHByb3ZlIjpbXSwiZGlzYWJsZWQiOmZhbHNlfQ%3D%3D) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=Core%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.core-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%7D%2C%22autoApprove%22%3A%5B%5D%2C%22disabled%22%3Afalse%7D) |
-| [AWS Knowledge MCP Server](src/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. | [![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.aws-knowledge-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuYXdzLWtub3dsZWRnZS1tY3Atc2VydmVyQGxhdGVzdCIsImVudiI6eyJBV1NfUFJPRklMRSI6InlvdXItYXdzLXByb2ZpbGUiLCJBV1NfUkVHSU9OIjoidXMtZWFzdC0xIiwiRkFTVE1DUF9MT0dfTEVWRUwiOiJFUlJPUiJ9LCJkaXNhYmxlZCI6ZmFsc2UsImF1dG9BcHByb3ZlIjpbXX0%3D)<br/>[![Install VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20Knowledge%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-knowledge-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-aws-profile%22%2C%22AWS_REGION%22%3A%22us-east-1%22%2C%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%7D%2C%22disabled%22%3Afalse%2C%22autoApprove%22%3A%5B%5D%7D) |
+| [AWS Knowledge MCP Server](src/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. | [![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=aws-knowledge-mcp&config=eyJ1cmwiOiJodHRwczovL2tub3dsZWRnZS1tY3AuZ2xvYmFsLmFwaS5hd3MifQ==) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://vscode.dev/redirect/mcp/install?name=aws-knowledge-mcp&config=%7B%22type%22%3A%22http%22%2C%22url%22%3A%22https%3A%2F%2Fknowledge-mcp.global.api.aws%22%7D) |
 | [AWS Documentation MCP Server](src/aws-documentation-mcp-server) | Get latest AWS docs and API references | [![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.aws-documentation-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuYXdzLWRvY3VtZW50YXRpb24tbWNwLXNlcnZlckBsYXRlc3QiLCJlbnYiOnsiRkFTVE1DUF9MT0dfTEVWRUwiOiJFUlJPUiIsIkFXU19ET0NVTUVOVEFUSU9OX1BBUlRJVElPTiI6ImF3cyJ9LCJkaXNhYmxlZCI6ZmFsc2UsImF1dG9BcHByb3ZlIjpbXX0%3D) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20Documentation%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-documentation-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%2C%22AWS_DOCUMENTATION_PARTITION%22%3A%22aws%22%7D%2C%22disabled%22%3Afalse%2C%22autoApprove%22%3A%5B%5D%7D) |
 | [Git Repo Research MCP Server](src/git-repo-research-mcp-server) | Semantic search through codebases and repositories | [![Install](https://img.shields.io/badge/Install-Cursor-blue?style=flat-square&logo=cursor)](https://cursor.com/en/install-mcp?name=awslabs.git-repo-research-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuZ2l0LXJlcG8tcmVzZWFyY2gtbWNwLXNlcnZlckBsYXRlc3QiLCJlbnYiOnsiQVdTX1BST0ZJTEUiOiJ5b3VyLXByb2ZpbGUtbmFtZSIsIkFXU19SRUdJT04iOiJ1cy13ZXN0LTIiLCJGQVNUTUNQX0xPR19MRVZFTCI6IkVSUk9SIiwiR0lUSFVCX1RPS0VOIjoieW91ci1naXRodWItdG9rZW4ifSwiZGlzYWJsZWQiOmZhbHNlLCJhdXRvQXBwcm92ZSI6W119) <br/>[![Install on VS Code](https://img.shields.io/badge/Install-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=Git%20Repo%20Research%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.git-repo-research-mcp-server%40latest%22%5D%2C%22env%22%3A%7B%22AWS_PROFILE%22%3A%22your-profile-name%22%2C%22AWS_REGION%22%3A%22us-west-2%22%2C%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%2C%22GITHUB_TOKEN%22%3A%22your-github-token%22%7D%2C%22disabled%22%3Afalse%2C%22autoApprove%22%3A%5B%5D%7D) |
 

src/aws-dataprocessing-mcp-server/README.md

@@ -134,7 +134,7 @@ For write operations, we recommend the following IAM policies:
 
 | Cursor | VS Code |
 |:------:|:-------:|
-| [![Install MCP Server](https://cursor.com/deeplink/mcp-install-light.svg)](https://cursor.com/en/install-mcp?name=aws.aws-dataprocessing-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3cy5hd3MtZGF0YXByb2Nlc3NpbmctbWNwLXNlcnZlckBsYXRlc3QgLS1hbGxvdy13cml0ZSIsImVudiI6eyJGQVNUTUNQX0xPR19MRVZFTCI6IkVSUk9SIiwiQVdTX1JFR0lPTiI6InVzLWVhc3QtMSJ9LCJhdXRvQXBwcm92ZSI6W10sImRpc2FibGVkIjpmYWxzZSwidHJhbnNwb3J0VHlwZSI6InN0ZGlvIn0%3D) | [![Install on VS Code](https://img.shields.io/badge/Install_on-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20Data%20Processing%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22aws.aws-dataprocessing-mcp-server%40latest%22%2C%22--allow-write%22%5D%2C%22env%22%3A%7B%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%2C%22AWS_REGION%22%3A%22us-east-1%22%7D%2C%22autoApprove%22%3A%5B%5D%2C%22disabled%22%3Afalse%2C%22transportType%22%3A%22stdio%22%7D) |
+| [![Install MCP Server](https://cursor.com/deeplink/mcp-install-light.svg)](https://cursor.com/en-US/install-mcp?name=awslabs.aws-dataprocessing-mcp-server&config=eyJjb21tYW5kIjoidXZ4IGF3c2xhYnMuYXdzLWRhdGFwcm9jZXNzaW5nLW1jcC1zZXJ2ZXJAbGF0ZXN0IC0tYWxsb3ctd3JpdGUiLCJlbnYiOnsiRkFTVE1DUF9MT0dfTEVWRUwiOiJFUlJPUiIsIkFXU19SRUdJT04iOiJ1cy1lYXN0LTEifSwiYXV0b0FwcHJvdmUiOltdLCJkaXNhYmxlZCI6ZmFsc2UsInRyYW5zcG9ydFR5cGUiOiJzdGRpbyJ9) | [![Install on VS Code](https://img.shields.io/badge/Install_on-VS_Code-FF9900?style=flat-square&logo=visualstudiocode&logoColor=white)](https://insiders.vscode.dev/redirect/mcp/install?name=AWS%20Data%20Processing%20MCP%20Server&config=%7B%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22awslabs.aws-dataprocessing-mcp-server%40latest%22%2C%22--allow-write%22%5D%2C%22env%22%3A%7B%22FASTMCP_LOG_LEVEL%22%3A%22ERROR%22%2C%22AWS_REGION%22%3A%22us-east-1%22%7D%2C%22autoApprove%22%3A%5B%5D%2C%22disabled%22%3Afalse%2C%22transportType%22%3A%22stdio%22%7D) |
 
 ## Quickstart