From 199af1bbe0222e52c4a2303a9723201cbf2afda7 Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Thu, 9 Apr 2026 18:24:44 +0900 Subject: [PATCH 01/17] feat: inject MCP Server Instructions into agent system prompt --- .../generic-agent-core-runtime/src/agent.py | 6 ++ .../generic-agent-core-runtime/src/tools.py | 29 ++++++ .../tests/test_mcp_instructions.py | 93 +++++++++++++++++++ 3 files changed, 128 insertions(+) create mode 100644 packages/cdk/lambda-python/generic-agent-core-runtime/tests/test_mcp_instructions.py diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/agent.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/agent.py index b63fbae46..dc8604bcc 100644 --- a/packages/cdk/lambda-python/generic-agent-core-runtime/src/agent.py +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/agent.py @@ -75,6 +75,12 @@ async def process_request_streaming( tools = self.tool_manager.get_tools_with_options(code_execution_enabled=code_execution_enabled, mcp_servers=mcp_servers) logger.info(f"Loaded {len(tools)} tools (code execution: {code_execution_enabled})") + # Inject MCP Server Instructions into system prompt + mcp_instructions = self.tool_manager.get_mcp_instructions() + if mcp_instructions: + combined_system_prompt += f"\n\n## MCP Server Instructions\n\n{mcp_instructions}" + logger.info(f"Injected MCP Server Instructions ({len(mcp_instructions)} chars) into system prompt") + # Log agent info if agent_id: logger.debug(f"Processing agent: {agent_id}") diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py index e74c9c5ea..ebb66b241 100644 --- a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py @@ -51,6 +51,7 @@ class ToolManager: def __init__(self): self.mcp_tools = None + self.mcp_instructions: list[str] = [] self.session_id = None self.trace_id = None @@ -89,6 +90,13 @@ def load_mcp_tools(self) -> list[Any]: # Flatten the tools self.mcp_tools = sum([c.list_tools_sync() for c in mcp_clients], []) + + # Collect server instructions from MCP servers + for client in mcp_clients: + if hasattr(client, "server_instructions") and client.server_instructions: + logger.info(f"Collected server instructions ({len(client.server_instructions)} chars)") + self.mcp_instructions.append(client.server_instructions) + logger.info(f"Loaded {len(self.mcp_tools)} MCP tools") return self.mcp_tools @@ -131,6 +139,13 @@ def load_mcp_tools_by_names(self, server_names: list[str]) -> list[Any]: # Flatten the tools dynamic_tools = sum([c.list_tools_sync() for c in mcp_clients], []) + + # Collect server instructions from dynamically loaded MCP servers + for client in mcp_clients: + if hasattr(client, "server_instructions") and client.server_instructions: + logger.info(f"Collected server instructions ({len(client.server_instructions)} chars)") + self.mcp_instructions.append(client.server_instructions) + logger.info(f"Loaded {len(dynamic_tools)} MCP tools from {len(mcp_clients)} servers") return dynamic_tools @@ -192,6 +207,20 @@ def get_code_interpreter_tool(self) -> list[Any]: return code_interpreter_tools + def get_mcp_instructions(self) -> str: + """Return collected MCP Server Instructions as a single string. + + Server Instructions are provided by MCP servers during initialization + to guide the LLM on how to use their tools effectively. + See: https://modelcontextprotocol.io/specification/2025-11-25/basic/lifecycle#initialization + + Returns: + Combined instructions from all connected MCP servers, or empty string if none. + """ + if not self.mcp_instructions: + return "" + return "\n\n---\n\n".join(inst.strip() for inst in self.mcp_instructions) + def get_tools_with_options(self, code_execution_enabled: bool = False, mcp_servers=None) -> list[Any]: """ Get tools with optional code execution and MCP servers. diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/tests/test_mcp_instructions.py b/packages/cdk/lambda-python/generic-agent-core-runtime/tests/test_mcp_instructions.py new file mode 100644 index 000000000..412f4b912 --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/tests/test_mcp_instructions.py @@ -0,0 +1,93 @@ +"""Tests for MCP Server Instructions collection and injection.""" + +from unittest.mock import MagicMock, patch + +import pytest + +from src.tools import ToolManager + + +class TestToolManagerInstructions: + """Test ToolManager's MCP Server Instructions collection.""" + + def test_initial_state_empty(self): + tm = ToolManager() + assert tm.mcp_instructions == [] + assert tm.get_mcp_instructions() == "" + + def test_get_mcp_instructions_single(self): + tm = ToolManager() + tm.mcp_instructions = ["Use tool A before tool B."] + assert tm.get_mcp_instructions() == "Use tool A before tool B." + + def test_get_mcp_instructions_multiple(self): + tm = ToolManager() + tm.mcp_instructions = [ + "Server 1: Always call init first.", + "Server 2: Rate limit is 10 req/min.", + ] + result = tm.get_mcp_instructions() + assert "Server 1: Always call init first." in result + assert "Server 2: Rate limit is 10 req/min." in result + assert "\n\n---\n\n" in result + + def test_get_mcp_instructions_strips_whitespace(self): + tm = ToolManager() + tm.mcp_instructions = [" padded instructions \n"] + assert tm.get_mcp_instructions() == "padded instructions" + + @patch("src.tools._create_mcp_client") + @patch("src.tools.os.environ.get") + @patch("src.tools.os.path.exists") + @patch("builtins.open") + def test_load_mcp_tools_collects_instructions( + self, mock_open, mock_exists, mock_env_get, mock_create + ): + """Verify load_mcp_tools collects server_instructions from MCPClients.""" + mock_env_get.return_value = "/tmp/mcp.json" + mock_exists.return_value = True + + import json + mcp_config = {"mcpServers": {"test-server": {"command": "echo", "args": []}}} + mock_open.return_value.__enter__ = lambda s: s + mock_open.return_value.__exit__ = MagicMock(return_value=False) + mock_open.return_value.read = MagicMock(return_value=json.dumps(mcp_config)) + + mock_client = MagicMock() + mock_client.list_tools_sync.return_value = [] + mock_client.server_instructions = "Always call init before generate." + mock_create.return_value = ("test-server", mock_client) + + tm = ToolManager() + tm.load_mcp_tools() + + assert len(tm.mcp_instructions) == 1 + assert "Always call init before generate." in tm.mcp_instructions[0] + + @patch("src.tools._create_mcp_client") + @patch("src.tools.os.environ.get") + @patch("src.tools.os.path.exists") + @patch("builtins.open") + def test_load_mcp_tools_skips_none_instructions( + self, mock_open, mock_exists, mock_env_get, mock_create + ): + """Verify load_mcp_tools skips servers without instructions.""" + mock_env_get.return_value = "/tmp/mcp.json" + mock_exists.return_value = True + + import json + mcp_config = {"mcpServers": {"no-inst": {"command": "echo", "args": []}}} + mock_open.return_value.__enter__ = lambda s: s + mock_open.return_value.__exit__ = MagicMock(return_value=False) + mock_open.return_value.read = MagicMock(return_value=json.dumps(mcp_config)) + + mock_client = MagicMock() + mock_client.list_tools_sync.return_value = [] + mock_client.server_instructions = None + mock_create.return_value = ("no-inst", mock_client) + + tm = ToolManager() + tm.load_mcp_tools() + + assert len(tm.mcp_instructions) == 0 + assert tm.get_mcp_instructions() == "" From e862e2d1a17a4afebf3db470dbc81c7576aa6db1 Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Thu, 9 Apr 2026 18:24:53 +0900 Subject: [PATCH 02/17] fix: upgrade strands-agents to 1.34.1 for server_instructions support --- .../generic-agent-core-runtime/uv.lock | 985 +++++++++++++++++- 1 file changed, 969 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BlockPublicAccess, BucketEncryption, } from 'aws-cdk-lib/aws-s3'; +import { Platform } from 'aws-cdk-lib/aws-ecr-assets'; import { Runtime, RuntimeNetworkConfiguration, @@ -101,6 +102,7 @@ export class GenericAgentCore extends Construct { FILE_BUCKET: bucketName, MCP_CONFIG_PATH: '/var/task/mcp-configs/generic/mcp.json', SUPPORTED_CACHE_FIELDS: JSON.stringify(SUPPORTED_CACHE_FIELDS), + MAX_ITERATIONS: '100', }, }, agentBuilder: { @@ -159,7 +161,8 @@ export class GenericAgentCore extends Construct { return new Runtime(this, `${type}AgentCoreRuntime`, { runtimeName: config.name, agentRuntimeArtifact: AgentRuntimeArtifact.fromAsset( - path.join(__dirname, `../../${config.dockerPath}`) + path.join(__dirname, `../../${config.dockerPath}`), + { platform: Platform.LINUX_ARM64 } ), executionRole: role, networkConfiguration: RuntimeNetworkConfiguration.usingPublicNetwork(), From 3f51cca6c7957d035fe28c63d0cfbdabafe6700b Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Thu, 9 Apr 2026 19:23:38 +0900 Subject: [PATCH 04/17] fix: increase DEFAULT_MAX_ITERATIONS from 20 to 100 for complex MCP workflows --- .../cdk/lambda-python/generic-agent-core-runtime/src/config.py | 2 +- packages/cdk/lib/construct/generic-agent-core.ts | 1 - 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/config.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/config.py index 594f9d1bb..8b2a950b0 100644 --- a/packages/cdk/lambda-python/generic-agent-core-runtime/src/config.py +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/config.py @@ -15,7 +15,7 @@ WORKSPACE_DIR = "/tmp/ws" -DEFAULT_MAX_ITERATIONS = 20 +DEFAULT_MAX_ITERATIONS = 100 FIXED_SYSTEM_PROMPT = f"""## About File Output - You are running on AWS Bedrock AgentCore. Therefore, when writing files, always write them under `{WORKSPACE_DIR}`. diff --git a/packages/cdk/lib/construct/generic-agent-core.ts b/packages/cdk/lib/construct/generic-agent-core.ts index 6e8f692fd..15325fed0 100644 --- a/packages/cdk/lib/construct/generic-agent-core.ts +++ b/packages/cdk/lib/construct/generic-agent-core.ts @@ -102,7 +102,6 @@ export class GenericAgentCore extends Construct { FILE_BUCKET: bucketName, MCP_CONFIG_PATH: '/var/task/mcp-configs/generic/mcp.json', SUPPORTED_CACHE_FIELDS: JSON.stringify(SUPPORTED_CACHE_FIELDS), - MAX_ITERATIONS: '100', }, }, agentBuilder: { From b3f220015fd4085cc2238e5c17c4a6b596978981 Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Thu, 9 Apr 2026 19:35:12 +0900 Subject: [PATCH 05/17] feat: add agentCoreCodeInterpreterEnabled option for AgentCore Chat --- docs/ja/DEPLOY_OPTION.md | 4 +++ packages/cdk/cdk.json | 26 ++++++++++++++----- packages/cdk/lib/construct/web.ts | 3 +++ .../cdk/lib/generative-ai-use-cases-stack.ts | 2 ++ packages/cdk/lib/stack-input.ts | 1 + packages/web/src/pages/AgentCorePage.tsx | 10 ++++++- 6 files changed, 38 insertions(+), 8 deletions(-) diff --git a/docs/ja/DEPLOY_OPTION.md b/docs/ja/DEPLOY_OPTION.md index 106429e36..13a2901e8 100644 --- a/docs/ja/DEPLOY_OPTION.md +++ b/docs/ja/DEPLOY_OPTION.md @@ -746,6 +746,8 @@ AgentCore で作成したエージェントと連携するユースケースで `createGenericAgentCoreRuntime` を有効化するとデフォルトの AgentCore Runtime がデプロイされます。 デフォルトでは `modelRegion` にデプロイされますが、`agentCoreRegion` を指定し上書きすることが可能です。 +`agentCoreCodeInterpreterEnabled` を `true` にすると、AgentCore チャットで Code Interpreter が有効になります。MCP ツールがローカルファイルの読み書きを必要とする場合（例: プレゼンテーション生成ツール）に有効化してください。 + AgentCore で使用できるデフォルトのエージェントは、[generic/mcp.json](packages/cdk/lambda-python/generic-agent-core-runtime/mcp-configs/generic/mcp.json) で定義する MCP サーバーを利用することができます。 デフォルトで定義されている MCP サーバーは、AWS に関連する MCP サーバー及び、現在時刻に関連する MCP サーバーです。 @@ -785,6 +787,7 @@ AgentCore ユースケースを有効化するためには、`docker` コマン const envs: Record> = { dev: { createGenericAgentCoreRuntime: true, + agentCoreCodeInterpreterEnabled: true, agentCoreRegion: 'us-west-2', agentCoreGatewayArns: [ 'arn:aws:bedrock-agentcore:us-west-2::gateway/', @@ -807,6 +810,7 @@ const envs: Record> = { { "context": { "createGenericAgentCoreRuntime": true, + "agentCoreCodeInterpreterEnabled": true, "agentCoreRegion": "us-west-2", "agentCoreGatewayArns": [ "arn:aws:bedrock-agentcore:us-west-2::gateway/" diff --git a/packages/cdk/cdk.json b/packages/cdk/cdk.json index f55520531..ef7ec99d6 100644 --- a/packages/cdk/cdk.json +++ b/packages/cdk/cdk.json @@ -1,7 +1,9 @@ { "app": "npx ts-node --prefer-ts-exts bin/generative-ai-use-cases.ts", "watch": { - "include": ["**"], + "include": [ + "**" + ], "exclude": [ "README.md", "cdk*.json", @@ -54,9 +56,15 @@ "us.amazon.nova-micro-v1:0", "us.deepseek.r1-v1:0" ], - "imageGenerationModelIds": ["amazon.nova-canvas-v1:0"], - "videoGenerationModelIds": ["amazon.nova-reel-v1:0"], - "speechToSpeechModelIds": ["amazon.nova-sonic-v1:0"], + "imageGenerationModelIds": [ + "amazon.nova-canvas-v1:0" + ], + "videoGenerationModelIds": [ + "amazon.nova-reel-v1:0" + ], + "speechToSpeechModelIds": [ + "amazon.nova-sonic-v1:0" + ], "endpointNames": [], "agentEnabled": false, "searchAgentEnabled": false, @@ -67,7 +75,7 @@ "mcpEnabled": false, "flows": [], "agentBuilderEnabled": false, - "createGenericAgentCoreRuntime": false, + "createGenericAgentCoreRuntime": true, "agentCoreRegion": null, "agentCoreExternalRuntimes": [], "agentCoreGatewayArns": [], @@ -95,7 +103,10 @@ "closedNetworkCreateResolverEndpoint": true, "@aws-cdk/aws-lambda:recognizeLayerVersion": true, "@aws-cdk/core:checkSecretUsage": true, - "@aws-cdk/core:target-partitions": ["aws", "aws-cn"], + "@aws-cdk/core:target-partitions": [ + "aws", + "aws-cn" + ], "@aws-cdk-containers/ecs-service-extensions:enableDefaultLogDriver": true, "@aws-cdk/aws-ec2:uniqueImdsv2TemplateName": true, "@aws-cdk/aws-ecs:arnFormatIncludesClusterName": true, @@ -125,6 +136,7 @@ "@aws-cdk/aws-kms:aliasNameRef": true, "@aws-cdk/aws-autoscaling:generateLaunchTemplateInsteadOfLaunchConfig": true, "@aws-cdk/core:includePrefixInUniqueNameGeneration": true, - "@aws-cdk/aws-opensearchservice:enableOpensearchMultiAzWithStandby": true + "@aws-cdk/aws-opensearchservice:enableOpensearchMultiAzWithStandby": true, + "agentCoreCodeInterpreterEnabled": false } } diff --git a/packages/cdk/lib/construct/web.ts b/packages/cdk/lib/construct/web.ts index e951f925d..9d8f696ed 100644 --- a/packages/cdk/lib/construct/web.ts +++ b/packages/cdk/lib/construct/web.ts @@ -63,6 +63,7 @@ export interface WebProps { readonly mcpServersConfig?: string; readonly webBucket?: s3.Bucket; readonly agentCoreEnabled: boolean; + readonly agentCoreCodeInterpreterEnabled: boolean; readonly agentCoreGenericRuntime?: AgentCoreConfiguration; readonly agentBuilderEnabled: boolean; readonly agentCoreAgentBuilderRuntime?: AgentCoreConfiguration; @@ -297,6 +298,8 @@ export class Web extends Construct { VITE_APP_MCP_ENDPOINT: props.mcpEndpoint ?? '', VITE_APP_MCP_SERVERS_CONFIG: props.mcpServersConfig ?? '', VITE_APP_AGENT_CORE_ENABLED: props.agentCoreEnabled.toString(), + VITE_APP_AGENT_CORE_CODE_INTERPRETER_ENABLED: + props.agentCoreCodeInterpreterEnabled.toString(), VITE_APP_AGENT_CORE_GENERIC_RUNTIME: JSON.stringify( props.agentCoreGenericRuntime ), diff --git a/packages/cdk/lib/generative-ai-use-cases-stack.ts b/packages/cdk/lib/generative-ai-use-cases-stack.ts index 6aa2ab57c..906e331a9 100644 --- a/packages/cdk/lib/generative-ai-use-cases-stack.ts +++ b/packages/cdk/lib/generative-ai-use-cases-stack.ts @@ -310,6 +310,8 @@ export class GenerativeAiUseCasesStack extends Stack { agentCoreEnabled: params.createGenericAgentCoreRuntime || params.agentCoreExternalRuntimes.length > 0, + agentCoreCodeInterpreterEnabled: + params.agentCoreCodeInterpreterEnabled, agentCoreGenericRuntime: genericRuntimeArn ? { name: genericRuntimeName || 'GenericAgentCoreRuntime', diff --git a/packages/cdk/lib/stack-input.ts b/packages/cdk/lib/stack-input.ts index c676a2c4e..d70b4bb32 100644 --- a/packages/cdk/lib/stack-input.ts +++ b/packages/cdk/lib/stack-input.ts @@ -150,6 +150,7 @@ const baseStackInputSchema = z.object({ // Agent Core Runtime agentBuilderEnabled: z.boolean().default(false), createGenericAgentCoreRuntime: z.boolean().default(false), + agentCoreCodeInterpreterEnabled: z.boolean().default(false), agentCoreRegion: z.string().nullish(), agentCoreGatewayArns: z.array(z.string()).nullish(), agentCoreExternalRuntimes: z diff --git a/packages/web/src/pages/AgentCorePage.tsx b/packages/web/src/pages/AgentCorePage.tsx index 17cf9fc3f..9327ee21d 100644 --- a/packages/web/src/pages/AgentCorePage.tsx +++ b/packages/web/src/pages/AgentCorePage.tsx @@ -41,6 +41,9 @@ const fileLimit: FileLimit = { maxVideoFileSizeMB: 0, }; +const agentCoreCodeInterpreterEnabled = + import.meta.env.VITE_APP_AGENT_CORE_CODE_INTERPRETER_ENABLED === 'true'; + // State management with zustand type StateType = { content: string; @@ -162,7 +165,12 @@ const AgentCorePage: React.FC = () => { sessionId, content, 'DEFAULT', - filesToSend + filesToSend, + undefined, // userId + undefined, // mcpServers + undefined, // agentId + undefined, // modelId + agentCoreCodeInterpreterEnabled ); setContent(''); clearFiles(); From b9152a2f7f00a32dcf298f938f164048130df94d Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Thu, 9 Apr 2026 21:12:18 +0900 Subject: [PATCH 06/17] Instruct agent to use Markdown link format for all S3 file URLs The UI's LinkRenderer detects S3 URLs in Markdown links and converts them to presigned URLs for download. Without Markdown link format, S3 URLs for non-image files (e.g. .pptx) are rendered as plain text and cannot be downloaded. --- .../cdk/lambda-python/generic-agent-core-runtime/src/config.py | 1 + 1 file changed, 1 insertion(+) diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/config.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/config.py index 8b2a950b0..25b3ba8bb 100644 --- a/packages/cdk/lambda-python/generic-agent-core-runtime/src/config.py +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/config.py @@ -22,6 +22,7 @@ - Similarly, if you need a workspace, please use the `{WORKSPACE_DIR}` directory. Do not ask the user about their current workspace. It's always `{WORKSPACE_DIR}`. - Also, users cannot directly access files written under `{WORKSPACE_DIR}`. So when submitting these files to users, *always upload them to S3 using the `upload_file_to_s3_and_retrieve_s3_url` tool and provide the S3 URL*. The S3 URL must be included in the final output. - If the output file is an image file, the S3 URL output must be in Markdown format. +- For all other file types (e.g. .pptx, .csv, .pdf), the S3 URL must also be in Markdown link format: `[filename](S3_URL)`. This enables the UI to generate a download link. """ From 006de09ceeca04242ae3ef46d3ccae1f066c1d68 Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Thu, 9 Apr 2026 22:21:25 +0900 Subject: [PATCH 07/17] fix: restore cdk.json defaults, add English docs, update snapshots - Revert cdk.json formatting noise and createGenericAgentCoreRuntime back to false (default) - Add agentCoreCodeInterpreterEnabled to correct location (default false) - Add agentCoreCodeInterpreterEnabled to English DEPLOY_OPTION.md - Remove sdpm-specific example from Japanese DEPLOY_OPTION.md - Update CDK test snapshots --- docs/en/DEPLOY_OPTION.md | 4 +++ docs/ja/DEPLOY_OPTION.md | 2 +- packages/cdk/cdk.json | 27 ++++++------------- .../generative-ai-use-cases.test.ts.snap | 2 ++ 4 files changed, 15 insertions(+), 20 deletions(-) diff --git a/docs/en/DEPLOY_OPTION.md b/docs/en/DEPLOY_OPTION.md index 0b5ed6e58..75e267a37 100644 --- a/docs/en/DEPLOY_OPTION.md +++ b/docs/en/DEPLOY_OPTION.md @@ -727,6 +727,8 @@ This is a use case for integrating with agents created in AgentCore. (Experiment Enabling `createGenericAgentCoreRuntime` will deploy the default AgentCore Runtime. By default, it is deployed to `modelRegion`, but you can override it by specifying `agentCoreRegion`. +Setting `agentCoreCodeInterpreterEnabled` to `true` enables Code Interpreter in AgentCore Chat. Enable this when MCP tools require local file read/write operations. + The default agents available in AgentCore can use MCP servers defined in [generic/mcp.json](packages/cdk/lambda-python/generic-agent-core-runtime/mcp-configs/generic/mcp.json). The MCP servers defined by default are AWS-related MCP servers and MCP servers related to current time. @@ -766,6 +768,7 @@ To enable the AgentCore use case, the `docker` command must be executable. const envs: Record> = { dev: { createGenericAgentCoreRuntime: true, + agentCoreCodeInterpreterEnabled: true, agentCoreRegion: 'us-west-2', agentCoreGatewayArns: [ 'arn:aws:bedrock-agentcore:us-west-2::gateway/', @@ -788,6 +791,7 @@ const envs: Record> = { { "context": { "createGenericAgentCoreRuntime": true, + "agentCoreCodeInterpreterEnabled": true, "agentCoreRegion": "us-west-2", "agentCoreGatewayArns": [ "arn:aws:bedrock-agentcore:us-west-2::gateway/" diff --git a/docs/ja/DEPLOY_OPTION.md b/docs/ja/DEPLOY_OPTION.md index 13a2901e8..06a89dc9a 100644 --- a/docs/ja/DEPLOY_OPTION.md +++ b/docs/ja/DEPLOY_OPTION.md @@ -746,7 +746,7 @@ AgentCore で作成したエージェントと連携するユースケースで `createGenericAgentCoreRuntime` を有効化するとデフォルトの AgentCore Runtime がデプロイされます。 デフォルトでは `modelRegion` にデプロイされますが、`agentCoreRegion` を指定し上書きすることが可能です。 -`agentCoreCodeInterpreterEnabled` を `true` にすると、AgentCore チャットで Code Interpreter が有効になります。MCP ツールがローカルファイルの読み書きを必要とする場合（例: プレゼンテーション生成ツール）に有効化してください。 +`agentCoreCodeInterpreterEnabled` を `true` にすると、AgentCore チャットで Code Interpreter が有効になります。MCP ツールがローカルファイルの読み書きを必要とする場合に有効化してください。 AgentCore で使用できるデフォルトのエージェントは、[generic/mcp.json](packages/cdk/lambda-python/generic-agent-core-runtime/mcp-configs/generic/mcp.json) で定義する MCP サーバーを利用することができます。 diff --git a/packages/cdk/cdk.json b/packages/cdk/cdk.json index ef7ec99d6..059135a23 100644 --- a/packages/cdk/cdk.json +++ b/packages/cdk/cdk.json @@ -1,9 +1,7 @@ { "app": "npx ts-node --prefer-ts-exts bin/generative-ai-use-cases.ts", "watch": { - "include": [ - "**" - ], + "include": ["**"], "exclude": [ "README.md", "cdk*.json", @@ -56,15 +54,9 @@ "us.amazon.nova-micro-v1:0", "us.deepseek.r1-v1:0" ], - "imageGenerationModelIds": [ - "amazon.nova-canvas-v1:0" - ], - "videoGenerationModelIds": [ - "amazon.nova-reel-v1:0" - ], - "speechToSpeechModelIds": [ - "amazon.nova-sonic-v1:0" - ], + "imageGenerationModelIds": ["amazon.nova-canvas-v1:0"], + "videoGenerationModelIds": ["amazon.nova-reel-v1:0"], + "speechToSpeechModelIds": ["amazon.nova-sonic-v1:0"], "endpointNames": [], "agentEnabled": false, "searchAgentEnabled": false, @@ -75,7 +67,8 @@ "mcpEnabled": false, "flows": [], "agentBuilderEnabled": false, - "createGenericAgentCoreRuntime": true, + "createGenericAgentCoreRuntime": false, + "agentCoreCodeInterpreterEnabled": false, "agentCoreRegion": null, "agentCoreExternalRuntimes": [], "agentCoreGatewayArns": [], @@ -103,10 +96,7 @@ "closedNetworkCreateResolverEndpoint": true, "@aws-cdk/aws-lambda:recognizeLayerVersion": true, "@aws-cdk/core:checkSecretUsage": true, - "@aws-cdk/core:target-partitions": [ - "aws", - "aws-cn" - ], + "@aws-cdk/core:target-partitions": ["aws", "aws-cn"], "@aws-cdk-containers/ecs-service-extensions:enableDefaultLogDriver": true, "@aws-cdk/aws-ec2:uniqueImdsv2TemplateName": true, "@aws-cdk/aws-ecs:arnFormatIncludesClusterName": true, @@ -136,7 +126,6 @@ "@aws-cdk/aws-kms:aliasNameRef": true, "@aws-cdk/aws-autoscaling:generateLaunchTemplateInsteadOfLaunchConfig": true, "@aws-cdk/core:includePrefixInUniqueNameGeneration": true, - "@aws-cdk/aws-opensearchservice:enableOpensearchMultiAzWithStandby": true, - "agentCoreCodeInterpreterEnabled": false + "@aws-cdk/aws-opensearchservice:enableOpensearchMultiAzWithStandby": true } } diff --git a/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap b/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap index 4c5905c47..96cf3b745 100644 --- a/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap +++ b/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap @@ -19407,6 +19407,7 @@ exports[`GenerativeAiUseCases matches the snapshot (closed network mode) 6`] = ` ], ], }, + "VITE_APP_AGENT_CORE_CODE_INTERPRETER_ENABLED": "false", "VITE_APP_AGENT_CORE_ENABLED": "true", "VITE_APP_AGENT_CORE_EXTERNAL_RUNTIMES": "[]", "VITE_APP_AGENT_CORE_GENERIC_RUNTIME": { @@ -41376,6 +41377,7 @@ exports[`GenerativeAiUseCases matches the snapshot 6`] = ` ], ], }, + "VITE_APP_AGENT_CORE_CODE_INTERPRETER_ENABLED": "false", "VITE_APP_AGENT_CORE_ENABLED": "true", "VITE_APP_AGENT_CORE_EXTERNAL_RUNTIMES": "[]", "VITE_APP_AGENT_CORE_GENERIC_RUNTIME": { From bff3b992f6cfa76ff3464f4b8e42c2a426a67f29 Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Thu, 9 Apr 2026 22:24:35 +0900 Subject: [PATCH 08/17] =?UTF-8?q?fix:=20correct=20Code=20Interpreter=20des?= =?UTF-8?q?cription=20=E2=80=94=20sandbox=20is=20isolated=20from=20host=20?= =?UTF-8?q?filesystem?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- docs/en/DEPLOY_OPTION.md | 2 +- docs/ja/DEPLOY_OPTION.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/en/DEPLOY_OPTION.md b/docs/en/DEPLOY_OPTION.md index 75e267a37..f8ac3bfdc 100644 --- a/docs/en/DEPLOY_OPTION.md +++ b/docs/en/DEPLOY_OPTION.md @@ -727,7 +727,7 @@ This is a use case for integrating with agents created in AgentCore. (Experiment Enabling `createGenericAgentCoreRuntime` will deploy the default AgentCore Runtime. By default, it is deployed to `modelRegion`, but you can override it by specifying `agentCoreRegion`. -Setting `agentCoreCodeInterpreterEnabled` to `true` enables Code Interpreter in AgentCore Chat. Enable this when MCP tools require local file read/write operations. +Setting `agentCoreCodeInterpreterEnabled` to `true` enables Code Interpreter in AgentCore Chat. This allows the agent to execute Python code and shell commands within a sandboxed environment. Note that the Code Interpreter sandbox is isolated from the host filesystem — files created in the sandbox are not accessible to MCP tools, and vice versa. The default agents available in AgentCore can use MCP servers defined in [generic/mcp.json](packages/cdk/lambda-python/generic-agent-core-runtime/mcp-configs/generic/mcp.json). diff --git a/docs/ja/DEPLOY_OPTION.md b/docs/ja/DEPLOY_OPTION.md index 06a89dc9a..554a17679 100644 --- a/docs/ja/DEPLOY_OPTION.md +++ b/docs/ja/DEPLOY_OPTION.md @@ -746,7 +746,7 @@ AgentCore で作成したエージェントと連携するユースケースで `createGenericAgentCoreRuntime` を有効化するとデフォルトの AgentCore Runtime がデプロイされます。 デフォルトでは `modelRegion` にデプロイされますが、`agentCoreRegion` を指定し上書きすることが可能です。 -`agentCoreCodeInterpreterEnabled` を `true` にすると、AgentCore チャットで Code Interpreter が有効になります。MCP ツールがローカルファイルの読み書きを必要とする場合に有効化してください。 +`agentCoreCodeInterpreterEnabled` を `true` にすると、AgentCore チャットで Code Interpreter が有効になります。エージェントがサンドボックス環境内で Python コードやシェルコマンドを実行できるようになります。なお、Code Interpreter のサンドボックスはホストのファイルシステムとは分離されており、サンドボックス内で作成したファイルは MCP ツールからアクセスできません（逆も同様です）。 AgentCore で使用できるデフォルトのエージェントは、[generic/mcp.json](packages/cdk/lambda-python/generic-agent-core-runtime/mcp-configs/generic/mcp.json) で定義する MCP サーバーを利用することができます。 From 99e44aa851ca6e2a3ba426648c5343a920e1c22c Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Thu, 9 Apr 2026 22:27:37 +0900 Subject: [PATCH 09/17] fix: apply ruff formatting to test_mcp_instructions.py --- .../tests/test_mcp_instructions.py | 12 ++++-------- 1 file changed, 4 insertions(+), 8 deletions(-) diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/tests/test_mcp_instructions.py b/packages/cdk/lambda-python/generic-agent-core-runtime/tests/test_mcp_instructions.py index 412f4b912..5cb931bf0 100644 --- a/packages/cdk/lambda-python/generic-agent-core-runtime/tests/test_mcp_instructions.py +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/tests/test_mcp_instructions.py @@ -2,8 +2,6 @@ from unittest.mock import MagicMock, patch -import pytest - from src.tools import ToolManager @@ -40,14 +38,13 @@ def test_get_mcp_instructions_strips_whitespace(self): @patch("src.tools.os.environ.get") @patch("src.tools.os.path.exists") @patch("builtins.open") - def test_load_mcp_tools_collects_instructions( - self, mock_open, mock_exists, mock_env_get, mock_create - ): + def test_load_mcp_tools_collects_instructions(self, mock_open, mock_exists, mock_env_get, mock_create): """Verify load_mcp_tools collects server_instructions from MCPClients.""" mock_env_get.return_value = "/tmp/mcp.json" mock_exists.return_value = True import json + mcp_config = {"mcpServers": {"test-server": {"command": "echo", "args": []}}} mock_open.return_value.__enter__ = lambda s: s mock_open.return_value.__exit__ = MagicMock(return_value=False) @@ -68,14 +65,13 @@ def test_load_mcp_tools_collects_instructions( @patch("src.tools.os.environ.get") @patch("src.tools.os.path.exists") @patch("builtins.open") - def test_load_mcp_tools_skips_none_instructions( - self, mock_open, mock_exists, mock_env_get, mock_create - ): + def test_load_mcp_tools_skips_none_instructions(self, mock_open, mock_exists, mock_env_get, mock_create): """Verify load_mcp_tools skips servers without instructions.""" mock_env_get.return_value = "/tmp/mcp.json" mock_exists.return_value = True import json + mcp_config = {"mcpServers": {"no-inst": {"command": "echo", "args": []}}} mock_open.return_value.__enter__ = lambda s: s mock_open.return_value.__exit__ = MagicMock(return_value=False) From ec1892730ad6b3de97a4b08bc1af20234db87754 Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Thu, 9 Apr 2026 23:24:47 +0900 Subject: [PATCH 10/17] feat: add write_file built-in tool for AgentCore Runtime Adds a write_file tool that allows agents to create and append to files under /tmp/ws without requiring Code Interpreter. This enables MCP tools that expect file paths (e.g. generate_pptx with slides_json_path) to work without the Code Interpreter sandbox isolation issue. Path traversal is prevented by requiring all paths to be under WORKSPACE_DIR. --- .../generic-agent-core-runtime/src/tools.py | 29 ++++- .../generative-ai-use-cases.test.ts.snap | 112 ++++++++---------- 2 files changed, 76 insertions(+), 65 deletions(-) diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py index ebb66b241..88dcfb18e 100644 --- a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py @@ -191,6 +191,31 @@ def upload_file_to_s3_and_retrieve_s3_url(filepath: str) -> str: return upload_file_to_s3_and_retrieve_s3_url + def get_file_write_tool(self): + """Get the file write tool scoped to WORKSPACE_DIR""" + + @tool + def write_file(filepath: str, content: str, mode: str = "create") -> str: + """Write content to a file under /tmp/ws. + + Args: + filepath: Path to the file (must be under /tmp/ws). + content: Text content to write. + mode: "create" to create/overwrite, "append" to append. + """ + filepath = os.path.normpath(filepath) + if not filepath.startswith(WORKSPACE_DIR): + raise ValueError( + f"Path must be under {WORKSPACE_DIR}. Got: {filepath}" + ) + os.makedirs(os.path.dirname(filepath), exist_ok=True) + flag = "a" if mode == "append" else "w" + with open(filepath, flag, encoding="utf-8") as f: + f.write(content) + return f"Wrote {len(content)} chars to {filepath} (mode={mode})" + + return write_file + def get_code_interpreter_tool(self) -> list[Any]: """Get code interpreter tool if available""" code_interpreter_tools = [] @@ -262,7 +287,9 @@ def get_tools_with_options(self, code_execution_enabled: bool = False, mcp_serve # Add built-in tools (always included) upload_tool = self.get_upload_tool() + file_write_tool = self.get_file_write_tool() all_tools.append(upload_tool) + all_tools.append(file_write_tool) # Add code interpreter tools if enabled code_interpreter_tools = [] @@ -271,6 +298,6 @@ def get_tools_with_options(self, code_execution_enabled: bool = False, mcp_serve all_tools.extend(code_interpreter_tools) # Log final tool count - logger.info(f"Total tools loaded: {len(all_tools)} (MCP: {len(mcp_tools)}, Built-in: 1, Code Interpreter: {len(code_interpreter_tools)} - {'enabled' if code_execution_enabled else 'disabled'})") + logger.info(f"Total tools loaded: {len(all_tools)} (MCP: {len(mcp_tools)}, Built-in: 2, Code Interpreter: {len(code_interpreter_tools)} - {'enabled' if code_execution_enabled else 'disabled'})") return all_tools diff --git a/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap b/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap index 96cf3b745..3b5da82e4 100644 --- a/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap +++ b/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap @@ -13530,14 +13530,12 @@ exports[`GenerativeAiUseCases matches the snapshot (closed network mode) 6`] = ` "dynamodb:DescribeTable", ], "Effect": "Allow", - "Resource": [ - { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, - ], + "Resource": { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, }, { "Action": [ @@ -13545,14 +13543,12 @@ exports[`GenerativeAiUseCases matches the snapshot (closed network mode) 6`] = ` "dynamodb:GetShardIterator", ], "Effect": "Allow", - "Resource": [ - { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, - ], + "Resource": { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, }, ], "Version": "2012-10-17", @@ -16267,14 +16263,12 @@ exports[`GenerativeAiUseCases matches the snapshot (closed network mode) 6`] = ` "dynamodb:DescribeTable", ], "Effect": "Allow", - "Resource": [ - { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, - ], + "Resource": { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, }, { "Action": [ @@ -16282,14 +16276,12 @@ exports[`GenerativeAiUseCases matches the snapshot (closed network mode) 6`] = ` "dynamodb:GetShardIterator", ], "Effect": "Allow", - "Resource": [ - { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, - ], + "Resource": { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, }, ], "Version": "2012-10-17", @@ -36397,14 +36389,12 @@ exports[`GenerativeAiUseCases matches the snapshot 6`] = ` "dynamodb:DescribeTable", ], "Effect": "Allow", - "Resource": [ - { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, - ], + "Resource": { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, }, { "Action": [ @@ -36412,14 +36402,12 @@ exports[`GenerativeAiUseCases matches the snapshot 6`] = ` "dynamodb:GetShardIterator", ], "Effect": "Allow", - "Resource": [ - { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, - ], + "Resource": { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, }, ], "Version": "2012-10-17", @@ -38684,14 +38672,12 @@ exports[`GenerativeAiUseCases matches the snapshot 6`] = ` "dynamodb:DescribeTable", ], "Effect": "Allow", - "Resource": [ - { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, - ], + "Resource": { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, }, { "Action": [ @@ -38699,14 +38685,12 @@ exports[`GenerativeAiUseCases matches the snapshot 6`] = ` "dynamodb:GetShardIterator", ], "Effect": "Allow", - "Resource": [ - { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, - ], + "Resource": { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, }, ], "Version": "2012-10-17", From 8c897ff8848e2bf68c479624bd9fac12218309f5 Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Fri, 10 Apr 2026 00:00:39 +0900 Subject: [PATCH 11/17] feat: add str_replace mode to write_file tool for in-place editing --- .../generic-agent-core-runtime/src/tools.py | 38 +++++++++++++------ 1 file changed, 27 insertions(+), 11 deletions(-) diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py index 88dcfb18e..e6841a1b9 100644 --- a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py @@ -195,24 +195,40 @@ def get_file_write_tool(self): """Get the file write tool scoped to WORKSPACE_DIR""" @tool - def write_file(filepath: str, content: str, mode: str = "create") -> str: - """Write content to a file under /tmp/ws. + def write_file(filepath: str, content: str, mode: str = "create", old_str: str = "", new_str: str = "") -> str: + """Write, append, or edit a file under /tmp/ws. Args: filepath: Path to the file (must be under /tmp/ws). - content: Text content to write. - mode: "create" to create/overwrite, "append" to append. + content: Text content to write (for create/append modes). + mode: "create" to create/overwrite, "append" to append, "str_replace" to replace text. + old_str: Text to find (required for str_replace mode). Must match exactly once. + new_str: Replacement text (for str_replace mode). Empty string to delete. """ filepath = os.path.normpath(filepath) if not filepath.startswith(WORKSPACE_DIR): - raise ValueError( - f"Path must be under {WORKSPACE_DIR}. Got: {filepath}" - ) + raise ValueError(f"Path must be under {WORKSPACE_DIR}. Got: {filepath}") os.makedirs(os.path.dirname(filepath), exist_ok=True) - flag = "a" if mode == "append" else "w" - with open(filepath, flag, encoding="utf-8") as f: - f.write(content) - return f"Wrote {len(content)} chars to {filepath} (mode={mode})" + + if mode == "str_replace": + if not old_str: + raise ValueError("old_str is required for str_replace mode") + with open(filepath, "r", encoding="utf-8") as f: + text = f.read() + count = text.count(old_str) + if count == 0: + raise ValueError(f"old_str not found in {filepath}") + if count > 1: + raise ValueError(f"old_str found {count} times in {filepath}. Must be unique.") + text = text.replace(old_str, new_str, 1) + with open(filepath, "w", encoding="utf-8") as f: + f.write(text) + return f"Replaced in {filepath}" + else: + flag = "a" if mode == "append" else "w" + with open(filepath, flag, encoding="utf-8") as f: + f.write(content) + return f"Wrote {len(content)} chars to {filepath} (mode={mode})" return write_file From 86c735e0c4ebadc610848d3001e869a4ed061d78 Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Fri, 10 Apr 2026 00:05:26 +0900 Subject: [PATCH 12/17] feat: add concat_files tool for joining split file parts --- .../generic-agent-core-runtime/src/tools.py | 27 ++++++++++++++++++- 1 file changed, 26 insertions(+), 1 deletion(-) diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py index e6841a1b9..589ef0ade 100644 --- a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py @@ -232,6 +232,29 @@ def write_file(filepath: str, content: str, mode: str = "create", old_str: str = return write_file + def get_concat_files_tool(self): + """Get the file concatenation tool scoped to WORKSPACE_DIR""" + + @tool + def concat_files(source_paths: list[str], destination: str) -> str: + """Concatenate multiple files into one. All paths must be under /tmp/ws. + + Args: + source_paths: List of file paths to concatenate in order. + destination: Output file path. + """ + for p in source_paths + [destination]: + normed = os.path.normpath(p) + if not normed.startswith(WORKSPACE_DIR): + raise ValueError(f"Path must be under {WORKSPACE_DIR}. Got: {p}") + with open(os.path.normpath(destination), "w", encoding="utf-8") as out: + for p in source_paths: + with open(os.path.normpath(p), "r", encoding="utf-8") as f: + out.write(f.read()) + return f"Concatenated {len(source_paths)} files into {destination}" + + return concat_files + def get_code_interpreter_tool(self) -> list[Any]: """Get code interpreter tool if available""" code_interpreter_tools = [] @@ -304,8 +327,10 @@ def get_tools_with_options(self, code_execution_enabled: bool = False, mcp_serve # Add built-in tools (always included) upload_tool = self.get_upload_tool() file_write_tool = self.get_file_write_tool() + concat_tool = self.get_concat_files_tool() all_tools.append(upload_tool) all_tools.append(file_write_tool) + all_tools.append(concat_tool) # Add code interpreter tools if enabled code_interpreter_tools = [] @@ -314,6 +339,6 @@ def get_tools_with_options(self, code_execution_enabled: bool = False, mcp_serve all_tools.extend(code_interpreter_tools) # Log final tool count - logger.info(f"Total tools loaded: {len(all_tools)} (MCP: {len(mcp_tools)}, Built-in: 2, Code Interpreter: {len(code_interpreter_tools)} - {'enabled' if code_execution_enabled else 'disabled'})") + logger.info(f"Total tools loaded: {len(all_tools)} (MCP: {len(mcp_tools)}, Built-in: 3, Code Interpreter: {len(code_interpreter_tools)} - {'enabled' if code_execution_enabled else 'disabled'})") return all_tools From 00f33d38d45d7ba254496ef385c04965974bebfb Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Fri, 10 Apr 2026 00:09:30 +0900 Subject: [PATCH 13/17] fix: remove redundant open mode 'r' flagged by ruff --- .../cdk/lambda-python/generic-agent-core-runtime/src/tools.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py index 589ef0ade..524ec56ad 100644 --- a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py @@ -213,7 +213,7 @@ def write_file(filepath: str, content: str, mode: str = "create", old_str: str = if mode == "str_replace": if not old_str: raise ValueError("old_str is required for str_replace mode") - with open(filepath, "r", encoding="utf-8") as f: + with open(filepath, encoding="utf-8") as f: text = f.read() count = text.count(old_str) if count == 0: From 965e469573e8eef9fc2bdec80101db9c3cf2cf8a Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Fri, 10 Apr 2026 05:10:35 +0900 Subject: [PATCH 14/17] feat: add web_fetch built-in tool for AgentCore Runtime Allows agents to fetch text content from URLs. HTML is automatically stripped of scripts/styles/tags for readability. Useful for reading documentation, reference materials, or API responses. --- .../generic-agent-core-runtime/src/tools.py | 37 ++++++++++++++++++- 1 file changed, 36 insertions(+), 1 deletion(-) diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py index 524ec56ad..48a84fe22 100644 --- a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py @@ -255,6 +255,39 @@ def concat_files(source_paths: list[str], destination: str) -> str: return concat_files + def get_web_fetch_tool(self): + """Get the web fetch tool""" + + @tool + def web_fetch(url: str, max_chars: int = 50000) -> str: + """Fetch text content from a URL. Useful for reading web pages, documentation, or API responses. + + Args: + url: The URL to fetch. + max_chars: Maximum characters to return (default 50000). + """ + import urllib.request + + req = urllib.request.Request(url, headers={"User-Agent": "GenU-AgentCore/1.0"}) + with urllib.request.urlopen(req, timeout=30) as resp: + content_type = resp.headers.get("Content-Type", "") + raw = resp.read().decode("utf-8", errors="replace") + + # Strip HTML tags for readability if HTML + if "html" in content_type: + import re + + raw = re.sub(r"]*>.*?", "", raw, flags=re.DOTALL) + raw = re.sub(r"]*>.*?", "", raw, flags=re.DOTALL) + raw = re.sub(r"<[^>]+>", " ", raw) + raw = re.sub(r"\s+", " ", raw).strip() + + if len(raw) > max_chars: + raw = raw[:max_chars] + f"\n\n[Truncated at {max_chars} chars]" + return raw + + return web_fetch + def get_code_interpreter_tool(self) -> list[Any]: """Get code interpreter tool if available""" code_interpreter_tools = [] @@ -328,9 +361,11 @@ def get_tools_with_options(self, code_execution_enabled: bool = False, mcp_serve upload_tool = self.get_upload_tool() file_write_tool = self.get_file_write_tool() concat_tool = self.get_concat_files_tool() + web_fetch_tool = self.get_web_fetch_tool() all_tools.append(upload_tool) all_tools.append(file_write_tool) all_tools.append(concat_tool) + all_tools.append(web_fetch_tool) # Add code interpreter tools if enabled code_interpreter_tools = [] @@ -339,6 +374,6 @@ def get_tools_with_options(self, code_execution_enabled: bool = False, mcp_serve all_tools.extend(code_interpreter_tools) # Log final tool count - logger.info(f"Total tools loaded: {len(all_tools)} (MCP: {len(mcp_tools)}, Built-in: 3, Code Interpreter: {len(code_interpreter_tools)} - {'enabled' if code_execution_enabled else 'disabled'})") + logger.info(f"Total tools loaded: {len(all_tools)} (MCP: {len(mcp_tools)}, Built-in: 4, Code Interpreter: {len(code_interpreter_tools)} - {'enabled' if code_execution_enabled else 'disabled'})") return all_tools From 5e460efd882b54a3670b249cf3d7c1493d2b462f Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Fri, 10 Apr 2026 05:14:54 +0900 Subject: [PATCH 15/17] fix: replace regex HTML stripping with HTMLParser to avoid ReDoS --- .../generic-agent-core-runtime/src/tools.py | 26 ++++++++++++++++--- 1 file changed, 23 insertions(+), 3 deletions(-) diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py index 48a84fe22..82db0f797 100644 --- a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py @@ -275,11 +275,31 @@ def web_fetch(url: str, max_chars: int = 50000) -> str: # Strip HTML tags for readability if HTML if "html" in content_type: + from html.parser import HTMLParser + + class _TextExtractor(HTMLParser): + def __init__(self): + super().__init__() + self._parts: list[str] = [] + self._skip = False + + def handle_starttag(self, tag, attrs): + if tag in ("script", "style"): + self._skip = True + + def handle_endtag(self, tag): + if tag in ("script", "style"): + self._skip = False + + def handle_data(self, data): + if not self._skip: + self._parts.append(data) + + extractor = _TextExtractor() + extractor.feed(raw) + raw = " ".join(extractor._parts) import re - raw = re.sub(r"]*>.*?", "", raw, flags=re.DOTALL) - raw = re.sub(r"]*>.*?", "", raw, flags=re.DOTALL) - raw = re.sub(r"<[^>]+>", " ", raw) raw = re.sub(r"\s+", " ", raw).strip() if len(raw) > max_chars: From e0fe64cc721d64358305a5f773c9b4980dd894c9 Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Fri, 10 Apr 2026 05:18:02 +0900 Subject: [PATCH 16/17] fix: remove redundant open mode in concat_files --- .../cdk/lambda-python/generic-agent-core-runtime/src/tools.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py index 82db0f797..18a104c4f 100644 --- a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py @@ -249,7 +249,7 @@ def concat_files(source_paths: list[str], destination: str) -> str: raise ValueError(f"Path must be under {WORKSPACE_DIR}. Got: {p}") with open(os.path.normpath(destination), "w", encoding="utf-8") as out: for p in source_paths: - with open(os.path.normpath(p), "r", encoding="utf-8") as f: + with open(os.path.normpath(p), encoding="utf-8") as f: out.write(f.read()) return f"Concatenated {len(source_paths)} files into {destination}" From 265fbc2b72c3df2a9880f670c70d542ee4927441 Mon Sep 17 00:00:00 2001 From: Shintaro Okamoto Date: Fri, 10 Apr 2026 05:25:29 +0900 Subject: [PATCH 17/17] fix: update CDK test snapshots for StatsTable IAM policy changes --- .../generative-ai-use-cases.test.ts.snap | 112 ++++++++++-------- 1 file changed, 64 insertions(+), 48 deletions(-) diff --git a/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap b/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap index 3b5da82e4..96cf3b745 100644 --- a/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap +++ b/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap @@ -13530,12 +13530,14 @@ exports[`GenerativeAiUseCases matches the snapshot (closed network mode) 6`] = ` "dynamodb:DescribeTable", ], "Effect": "Allow", - "Resource": { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, + "Resource": [ + { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, + ], }, { "Action": [ @@ -13543,12 +13545,14 @@ exports[`GenerativeAiUseCases matches the snapshot (closed network mode) 6`] = ` "dynamodb:GetShardIterator", ], "Effect": "Allow", - "Resource": { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, + "Resource": [ + { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, + ], }, ], "Version": "2012-10-17", @@ -16263,12 +16267,14 @@ exports[`GenerativeAiUseCases matches the snapshot (closed network mode) 6`] = ` "dynamodb:DescribeTable", ], "Effect": "Allow", - "Resource": { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, + "Resource": [ + { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, + ], }, { "Action": [ @@ -16276,12 +16282,14 @@ exports[`GenerativeAiUseCases matches the snapshot (closed network mode) 6`] = ` "dynamodb:GetShardIterator", ], "Effect": "Allow", - "Resource": { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, + "Resource": [ + { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, + ], }, ], "Version": "2012-10-17", @@ -36389,12 +36397,14 @@ exports[`GenerativeAiUseCases matches the snapshot 6`] = ` "dynamodb:DescribeTable", ], "Effect": "Allow", - "Resource": { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, + "Resource": [ + { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, + ], }, { "Action": [ @@ -36402,12 +36412,14 @@ exports[`GenerativeAiUseCases matches the snapshot 6`] = ` "dynamodb:GetShardIterator", ], "Effect": "Allow", - "Resource": { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, + "Resource": [ + { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, + ], }, ], "Version": "2012-10-17", @@ -38672,12 +38684,14 @@ exports[`GenerativeAiUseCases matches the snapshot 6`] = ` "dynamodb:DescribeTable", ], "Effect": "Allow", - "Resource": { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, + "Resource": [ + { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, + ], }, { "Action": [ @@ -38685,12 +38699,14 @@ exports[`GenerativeAiUseCases matches the snapshot 6`] = ` "dynamodb:GetShardIterator", ], "Effect": "Allow", - "Resource": { - "Fn::GetAtt": [ - "DatabaseStatsTable9C709761", - "Arn", - ], - }, + "Resource": [ + { + "Fn::GetAtt": [ + "DatabaseStatsTable9C709761", + "Arn", + ], + }, + ], }, ], "Version": "2012-10-17",