feat(sagemaker-unified-studio): Add one click, and update code owners (#1911)

* feat(sagemaker-unified-studio): Add one click, and update code owners

* chore(sagemaker-unified-studio): change image to keep same across mcp

* docs(docusaurus): add server cards and sidebars information for SMUS MCP

* docs(CODEOWNERS): fixed code owner on terraform

Author: naikvaib

.github/CODEOWNERS

@@ -78,6 +78,8 @@ NOTICE                                           @awslabs/mcp-admins
 /src/redshift-mcp-server                         @awslabs/mcp-admins @awslabs/mcp-maintainers  @grayhemp
 /src/s3-tables-mcp-server                        @awslabs/mcp-admins @awslabs/mcp-maintainers  @gsoundar @gregorywright @Kurtiscwright @hsingh574 @ananthaksr @okhomin @Zh111602
 /src/sagemaker-ai-mcp-server                     @awslabs/mcp-admins @awslabs/mcp-maintainers  @dparkar @githuboston @jade710 @JunqiYe
+/src/sagemaker-unified-studio-spark-upgrade-mcp-server                     @awslabs/mcp-admins @awslabs/mcp-maintainers   @naikvaib @LiyuanLD @ckha2000 @raghav1397 @chappidim @yuxiaorun
+/src/sagemaker-unified-studio-spark-troubleshooting-mcp-server                     @awslabs/mcp-admins @awslabs/mcp-maintainers   @naikvaib @LiyuanLD @ckha2000 @raghav1397 @chappidim @yuxiaorun
 /src/stepfunctions-tool-mcp-server               @awslabs/mcp-admins @awslabs/mcp-maintainers  @mmouniro
 /src/syntheticdata-mcp-server                    @awslabs/mcp-admins @awslabs/mcp-maintainers  @pranjbh
 /src/terraform-mcp-server                        @awslabs/mcp-admins @awslabs/mcp-maintainers  @alexa-perlov

docusaurus/docs/servers/sagemaker-unified-studio-spark-troubleshooting-mcp-server.md

@@ -0,0 +1,16 @@
+---
+title: Amazon SageMaker Unified Studio MCP for Spark Troubleshooting and Code Recommendation
+---
+
+import ReadmeContent from "../../../src/sagemaker-unified-studio-spark-troubleshooting-mcp-server/README.md";
+
+<div className="readme-content">
+  <style>
+    {`
+    .readme-content h1:first-of-type {
+      display: none;
+    }
+    `}
+  </style>
+  <ReadmeContent />
+</div>

docusaurus/docs/servers/sagemaker-unified-studio-spark-upgrade-mcp-server.md

@@ -0,0 +1,16 @@
+---
+title: Amazon SageMaker Unified Studio MCP for Spark Upgrade
+---
+
+import ReadmeContent from "../../../src/sagemaker-unified-studio-spark-upgrade-mcp-server/README.md";
+
+<div className="readme-content">
+  <style>
+    {`
+    .readme-content h1:first-of-type {
+      display: none;
+    }
+    `}
+  </style>
+  <ReadmeContent />
+</div>

docusaurus/sidebars.ts

@@ -91,6 +91,8 @@ const sidebars: SidebarsConfig = {
             "servers/s3-tables-mcp-server",
             "servers/aws-appsync-mcp-server",
             "servers/aws-iot-sitewise-mcp-server",
+            "servers/sagemaker-unified-studio-spark-troubleshooting-mcp-server",
+            "servers/sagemaker-unified-studio-spark-upgrade-mcp-server"
           ],
         },
         {

docusaurus/static/assets/server-cards.json

@@ -1366,6 +1366,55 @@
       "workflows": [
         "conversational"
       ]
+    },
+    {
+      "category": "Data & Analytics",
+      "description": "Apache Spark Troubleshooting and code recommendation tool for real time error and workload analysis and fixes for Glue and EMR deployment models",
+      "icon": "\ud83d\udcca",
+      "id": "sagemaker-unified-studio-spark-troubleshooting-mcp-server",
+      "name": "Amazon SageMaker Unified Studio MCP for Spark Troubleshooting and Code Recommendation",
+      "source_path": "src/sagemaker-unified-studio-spark-troubleshooting-mcp-server/",
+      "subcategory": "Data Operations & ETL",
+      "tags": [
+        "data-analytics",
+        "glue",
+        "emr",
+        "data-processing",
+        "etl",
+        "pipeline",
+        "autonomous",
+        "troubleshooting",
+        "code-recommendation",
+        "remote-mcp",
+        "data-operations"
+      ],
+      "workflows": [
+        "autonomous"
+      ]
+    },
+    {
+      "category": "Data & Analytics",
+      "description": "Apache Spark Upgrade tools for spark application upgrades and cluster migration for Glue and EMR deployment models",
+      "icon": "\ud83d\udcca",
+      "id": "sagemaker-unified-studio-spark-upgrade-mcp-server",
+      "name": "Amazon SageMaker Unified Studio MCP for Spark Upgrade",
+      "source_path": "src/sagemaker-unified-studio-spark-upgrade-mcp-server/",
+      "subcategory": "Data Operations & ETL",
+      "tags": [
+        "data-analytics",
+        "glue",
+        "emr",
+        "data-processing",
+        "etl",
+        "pipeline",
+        "autonomous",
+        "upgrade",
+        "remote-mcp",
+        "data-operations"
+      ],
+      "workflows": [
+        "autonomous"
+      ]
     }
   ],
   "workflows": [

src/sagemaker-unified-studio-spark-troubleshooting-mcp-server/README.md

@@ -119,7 +119,15 @@ aws configure set profile.smus-mcp-profile.source_profile default
 aws configure set profile.smus-mcp-profile.region ${SMUS_MCP_REGION}
 ```
 
-### Step 5: Configure MCP Client (Kiro CLI Example)
+### One-click Installation
+
+
+|   IDE   |       Install Spark Troubleshooting | Install Spark Code Recommendation |
+| :-----: |  :-----: | :------: |
+| Kiro IDE  | [![Add to Kiro](https://kiro.dev/images/add-to-kiro.svg)](https://kiro.dev/launch/mcp/add?name=spark-troubleshooting&config=%7B%22type%22%3A%20%22stdio%22%2C%20%22command%22%3A%20%22uvx%22%2C%20%22args%22%3A%20%5B%22mcp-proxy-for-aws%40latest%22%2C%20%22https%3A//sagemaker-unified-studio-mcp.us-east-1.api.aws/spark-troubleshooting/mcp%22%2C%20%22--service%22%2C%20%22sagemaker-unified-studio-mcp%22%2C%20%22--profile%22%2C%20%22smus-mcp-profile%22%2C%20%22--region%22%2C%20%22us-east-1%22%2C%20%22--read-timeout%22%2C%20%22180%22%5D%2C%20%22timeout%22%3A%20180000%7D)  | [![Add to Kiro](https://kiro.dev/images/add-to-kiro.svg)](https://kiro.dev/launch/mcp/add?name=spark-code-rec&config=%7B%22type%22%3A%20%22stdio%22%2C%20%22command%22%3A%20%22uvx%22%2C%20%22args%22%3A%20%5B%22mcp-proxy-for-aws%40latest%22%2C%20%22https%3A//sagemaker-unified-studio-mcp.us-east-1.api.aws/spark-code-recommendation/mcp%22%2C%20%22--service%22%2C%20%22sagemaker-unified-studio-mcp%22%2C%20%22--profile%22%2C%20%22smus-mcp-profile%22%2C%20%22--region%22%2C%20%22us-east-1%22%2C%20%22--read-timeout%22%2C%20%22180%22%5D%2C%20%22timeout%22%3A%20180000%7D) |
+| VS Code  |  [![Install Troubleshooting VS Code](https://img.shields.io/badge/Install_on-VS_Code-FF9900)](vscode:mcp/install?%7B%22name%22%3A%22sagemaker-unified-studio-mcp-troubleshooting%22%2C%22type%22%3A%22stdio%22%2C%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22mcp-proxy-for-aws%40latest%22%2C%22https%3A%2F%2Fsagemaker-unified-studio-mcp.us-east-1.api.aws%2Fspark-troubleshooting%2Fmcp%22%2C%22--service%22%2C%22sagemaker-unified-studio-mcp%22%2C%22--profile%22%2C%22smus-mcp-profile%22%2C%22--region%22%2C%22us-east-1%22%2C%22--read-timeout%22%2C%22180%22%5D%7D) | [![Install Code Recommendation in VS Code](https://img.shields.io/badge/Install_on-VS_Code-FF9900)](vscode:mcp/install?%7B%22name%22%3A%22sagemaker-unified-studio-mcp-code-rec%22%2C%22type%22%3A%22stdio%22%2C%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22mcp-proxy-for-aws%40latest%22%2C%22https%3A%2F%2Fsagemaker-unified-studio-mcp.us-east-1.api.aws%2Fspark-code-recommendation%2Fmcp%22%2C%22--service%22%2C%22sagemaker-unified-studio-mcp%22%2C%22--profile%22%2C%22smus-mcp-profile%22%2C%22--region%22%2C%22us-east-1%22%2C%22--read-timeout%22%2C%22180%22%5D%7D) |
+
+### Configure MCP Client (Kiro CLI Example)
 
 ```bash
 # Add Spark Troubleshooting MCP Server

src/sagemaker-unified-studio-spark-upgrade-mcp-server/README.md

@@ -50,8 +50,15 @@ Please refer to [Using Spark Upgrade Tools](https://docs.aws.amazon.com/emr/late
 
 
 ## Configuration
-**Note:** The specific configuration format varies by MCP client. Below is an example for [Kiro CLI](https://kiro.dev/).
+**Note:** The specific configuration format varies by MCP client.
 
+### One-click Installation
+
+
+|   IDE   |       Install Spark Upgrade |
+| :-----: |   :------: |
+| Kiro IDE  | [![Add to Kiro](https://kiro.dev/images/add-to-kiro.svg)](https://kiro.dev/launch/mcp/add?name=spark-upgrade&config=%7B%22type%22%3A%20%22stdio%22%2C%20%22command%22%3A%20%22uvx%22%2C%20%22args%22%3A%20%5B%22mcp-proxy-for-aws%40latest%22%2C%20%22https%3A//sagemaker-unified-studio-mcp.us-east-1.api.aws/spark-upgrade/mcp%22%2C%20%22--service%22%2C%20%22sagemaker-unified-studio-mcp%22%2C%20%22--profile%22%2C%20%22spark-upgrade-profile%22%2C%20%22--region%22%2C%20%22us-east-1%22%2C%20%22--read-timeout%22%2C%20%22180%22%5D%2C%20%22timeout%22%3A%20180000%7D) |
+| VS Code  |  [![Install in VS Code](https://img.shields.io/badge/Install_on-VS_Code-FF9900)](vscode:mcp/install?%7B%22name%22%3A%22spark-upgrade%22%2C%22type%22%3A%22stdio%22%2C%22command%22%3A%22uvx%22%2C%22args%22%3A%5B%22mcp-proxy-for-aws%40latest%22%2C%22https%3A%2F%2Fsagemaker-unified-studio-mcp.us-east-1.api.aws%2Fspark-upgrade%2Fmcp%22%2C%22--service%22%2C%22sagemaker-unified-studio-mcp%22%2C%22--profile%22%2C%22spark-upgrade-profile%22%2C%22--region%22%2C%22us-east-1%22%2C%22--read-timeout%22%2C%22180%22%5D%7D)|
 
 **Kiro CLI**