Merge branch 'main' into feat/aws-network-mcp-server

Author: scottschreckengaust

.github/CODEOWNERS

@@ -77,6 +77,7 @@ NOTICE                                           @awslabs/mcp-admins
 /src/prometheus-mcp-server                       @awslabs/mcp-admins @awslabs/mcp-maintainers  @MohamedSherifAbdelsamiea
 /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/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

.secrets.baseline

@@ -133,7 +133,7 @@
         "filename": "src/aws-iac-mcp-server/README.md",
         "hashed_secret": "df99ad98cabfe1616640820bcfb345ef5b10077f",
         "is_verified": false,
-        "line_number": 168,
+        "line_number": 290,
         "is_secret": false
       }
     ],
@@ -906,5 +906,5 @@
       }
     ]
   },
-  "generated_at": "2025-11-20T23:43:13Z"
+  "generated_at": "2025-11-26T15:26:15Z"
 }

README.md

@@ -0,0 +1,16 @@
+---
+title: Amazon SageMaker AI MCP Server
+---
+
+import ReadmeContent from "../../../src/sagemaker-ai-mcp-server/README.md";
+
+<div className="readme-content">
+  <style>
+    {`
+    .readme-content h1:first-of-type {
+      display: none;
+    }
+    `}
+  </style>
+  <ReadmeContent />
+</div>

docusaurus/docs/servers/sagemaker-ai-mcp-server.md

@@ -68,6 +68,7 @@ const sidebars: SidebarsConfig = {
             "servers/nova-canvas-mcp-server",
             "servers/aws-bedrock-custom-model-import-mcp-server",
             "servers/amazon-bedrock-agentcore-mcp-server",
+            "servers/sagemaker-ai-mcp-server",
           ],
         },
         {

docusaurus/sidebars.ts

@@ -491,6 +491,29 @@
         "vibe-coding"
       ]
     },
+    {
+      "category": "AI & Machine Learning",
+      "description": "SageMaker AI resource management and model development",
+      "icon": "\ud83c\udfd7\ufe0f",
+      "id": "sagemaker-ai-mcp-server",
+      "name": "Amazon SageMaker AI MCP Server",
+      "source_path": "src/sagemaker-ai-mcp-server/",
+      "subcategory": "Model Orchestration",
+      "tags": [
+        "ai-ml",
+        "model-development",
+        "vibe-coding",
+        "conversational",
+        "machine-learning",
+        "ai-tools",
+        "serverless"
+      ],
+      "workflows": [
+        "autonomous",
+        "conversational",
+        "vibe-coding"
+      ]
+    },
     {
       "category": "Data & Analytics",
       "description": "Complete DynamoDB operations and table management",

docusaurus/static/assets/server-cards.json

@@ -186,3 +186,58 @@ Dictionary containing:
 - `error`: Error message (if fetch failed)
 
 Use this tool to get complete documentation pages when search snippets aren't sufficient for understanding or implementing AgentCore features.
+
+### manage_agentcore_runtime
+
+Provides comprehensive information on deploying and managing agents in AgentCore Runtime.
+
+```python
+manage_agentcore_runtime() -> Dict[str, Any]
+```
+
+**Returns:**
+Detailed deployment guide covering:
+- Code requirements and validation checklist
+- Step-by-step CLI deployment workflow (configure, launch, invoke, status, destroy)
+- Required code patterns with BedrockAgentCoreApp
+- Common issues and troubleshooting
+- Session management and cleanup procedures
+
+Use this tool when you need to deploy agents to AgentCore Runtime or troubleshoot deployment issues.
+
+### manage_agentcore_memory
+
+Provides comprehensive information on managing AgentCore Memory resources.
+
+```python
+manage_agentcore_memory() -> Dict[str, Any]
+```
+
+**Returns:**
+Complete memory management guide covering:
+- Memory resource creation and configuration
+- Short-term memory (STM) and long-term memory (LTM) concepts
+- Semantic memory strategies for facts and knowledge
+- Full CLI command reference (create, get, list, delete, status)
+- Common workflows and examples
+
+Use this tool when working with AgentCore Memory for persistent knowledge storage.
+
+### manage_agentcore_gateway
+
+Provides comprehensive information on deploying and managing MCP Gateways in AgentCore.
+
+```python
+manage_agentcore_gateway() -> Dict[str, Any]
+```
+
+**Returns:**
+Complete gateway deployment guide covering:
+- Gateway creation and configuration requirements
+- Step-by-step CLI deployment workflow
+- Target management for Lambda, OpenAPI, and Smithy models
+- Authentication and authorization setup (Cognito, OAuth2, API keys)
+- Management commands (list, get, delete)
+- Common patterns and troubleshooting
+
+Use this tool when deploying MCP Gateways to provide managed endpoints for Model Context Protocol servers.

src/amazon-bedrock-agentcore-mcp-server/README.md

@@ -14,4 +14,4 @@
 
 """awslabs.amazon-bedrock-agentcore-mcp-server"""
 
-__version__ = '0.0.5'
+__version__ = '0.0.6'

src/amazon-bedrock-agentcore-mcp-server/awslabs/amazon_bedrock_agentcore_mcp_server/__init__.py

@@ -2,7 +2,7 @@
 name = "awslabs.amazon-bedrock-agentcore-mcp-server"
 
 # NOTE: "Patch"=9223372036854775807 bumps next release to zero.
-version = "0.0.5"
+version = "0.0.6"
 
 description = "Model Context Protocol (MCP) server for Amazon Bedrock AgentCore services"
 readme = "README.md"