generate_resources

// WHEN AI AGENTS USE THIS TOOL

AI agents use generate_resources to create or modify resources in AWS DynamoDB MCP Server. Write operations carry medium risk because an autonomous agent could trigger bulk unintended modifications. Rate limits prevent a single agent session from making hundreds of changes in rapid succession. Argument validation ensures the agent passes expected values.

// WHY ENFORCE A POLICY ON GENERATE_RESOURCES

Without a policy, an AI agent could call generate_resources repeatedly, creating or modifying resources faster than any human could review. Intercept's rate limiting ensures write operations happen at a controlled pace, and argument validation catches malformed or unexpected inputs before they reach AWS DynamoDB MCP Server.

// RECOMMENDED POLICY

Write tools can modify data. A rate limit prevents runaway bulk operations from AI agents.

aws-dynamodb-mcp-server.yaml

tools:
  generate_resources:
    rules:
      - action: allow
        rate_limit:
          max: 30
          window: 60

See the full AWS DynamoDB MCP Server policy for all 8 tools.

// DETAILS

Tool Name generate_resources

Category Write

MCP Server AWS DynamoDB MCP Server MCP Server

Risk Level Medium

// MORE AWS DYNAMODB MCP SERVER TOOLS

Execute source_db_analyzer Write compute_performances_and_costs Write generate_data_access_layer Read dynamodb_data_model_schema_converter Read dynamodb_data_model_schema_validator Read dynamodb_data_model_validation Read dynamodb_data_modeling

// WHAT CAN GO WRONG

Agents calling write-class tools like generate_resources have been implicated in these attack patterns. Read the full case and prevention policy for each:

Browse the full MCP Attack Database →

// OTHER WRITE TOOLS ACROSS MCP SERVERS

Other tools in the Write risk category across the catalogue. The same policy patterns (rate-limit, validate) apply to each.

Firecrawl Web Scraping Server firecrawl_generate_llmstxt AbraFlexi contact_create AbraFlexi contact_update AbraFlexi evidence_create AbraFlexi evidence_update AbraFlexi invoice_issued_update

// RELATED READING

// FAQ

What does the generate_resources tool do? +

Generates resources from a DynamoDB data model JSON file (dynamodb_data_model.json). This tool generates various resources based on the provided `dynamodb_data_model.json` file. Currently supports generating a CDK app for deploying DynamoDB tables. Supported resource types: - cdk: CDK app for deploying DynamoDB tables. Generates a CDK app that provisions DynamoDB tables and GSIs as defined in `dynamodb_data_model.json`. WHEN TO USE: - After completing data model validation with `dynamodb_data_model_validation` tool - When user asks to "deploy", "create CDK app", "generate CDK", or "provision infrastructure" - When user wants to deploy their DynamoDB tables and GSIs to AWS using a CDK app WHEN NOT TO USE: - Before completing data model validation with `dynamodb_data_model_validation` tool - Before having created the `dynamodb_data_model.json` file - When user only wants to generate Python code without deploying infrastructure WHAT TO DO ON SUCCESSFUL COMPLETION: After CDK generation completes, you MUST ask the user if they want to: 1. Deploy the CDK app now (provide deployment instructions) 2. Generate Python data access layer code to interact with the tables (call `dynamodb_data_model_schema_converter` then `generate_data_access_layer`) Args: dynamodb_data_model_json_file: Absolute path to the `dynamodb_data_model.json` file resource_type: Type of resource to generate, possible values: cdk Returns: Success message with the destination path, or error message if generation fails. It is categorised as a Write tool in the AWS DynamoDB MCP Server MCP Server, which means it can create or modify data. Consider rate limits to prevent runaway writes.

How do I enforce a policy on generate_resources? +

Add a rule in your Intercept YAML policy under the tools section for generate_resources. You can allow, deny, rate-limit, or validate arguments. Then run Intercept as a proxy in front of the AWS DynamoDB MCP Server MCP server.

What risk level is generate_resources? +

generate_resources is a Write tool with medium risk. Write tools should be rate-limited to prevent accidental bulk modifications.

Can I rate-limit generate_resources? +

Yes. Add a rate_limit block to the generate_resources rule in your Intercept policy. For example, setting max: 10 and window: 60 limits the tool to 10 calls per minute. Rate limits are tracked per agent session and reset automatically.

How do I block generate_resources completely? +

Set action: deny in the Intercept policy for generate_resources. The AI agent will receive a policy violation error and cannot call the tool. You can also include a reason field to explain why the tool is blocked.

What MCP server provides generate_resources? +

generate_resources is provided by the AWS DynamoDB MCP Server MCP server (awslabs.dynamodb-mcp-server). Intercept sits as a proxy in front of this server to enforce policies before tool calls reach the server.

Let agents act without letting them run wild.