create_recipe · Dataiku DSS MCP Server MCP: Risk & Policy

WHAT IT DOES

What create_recipe does on Dataiku DSS MCP Server

AI agents use create_recipe to create or update resources in Dataiku DSS MCP Server — usually the action step of a workflow, after the agent has gathered context. Every call changes real data in your Dataiku DSS MCP Server environment.

WHY IT NEEDS A POLICY

Why create_recipe needs a policy

Creating a recipe is a write operation as it generates new project artifacts. Severity is medium rather than high because: (1) the operation is reversible (recipes can be deleted), (2) creation alone does not execute code or modify actual datasets, and (3) blast radius is limited to project structure rather than data integrity. However, it exceeds 'Read' since it modifies project state.

From the tool's definition The tool name 'create_recipe' and description 'Create a new recipe in a Dataiku project' indicate it creates new data processing objects within a project. This is a reversible write operation that adds configuration/processing logic but does not execute it.

Attacks that exploit this kind of access

Recommended rule Ready

Verdict

create_recipe Rate-limited

create_recipe stays usable, but capped — an agent stuck in a loop can't make hundreds of changes a minute. Everything else on the server is denied unless you say otherwise.

View as policy code

policy.json

{
  "version": "1",
  "default": "deny",
  "tools": {
    "create_recipe": {
      "limits": [
        {
          "counter": "create_recipe_rate",
          "window": "minute",
          "max": 30,
          "scope": "grant"
        }
      ]
    }
  }
}

LIMIT THIS TOOL →

Instant setup, no code required.

PolicyLayer is an MCP gateway: every tool call is checked against your rule before it reaches Dataiku DSS MCP Server, so you can run agents against it safely.

FAQ

Questions about create_recipe

What does the create_recipe tool do? +

Create a new recipe in a Dataiku project. It is categorised as a Write tool in the Dataiku DSS 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 create_recipe? +

Register the Dataiku DSS MCP Server MCP server in PolicyLayer and add a rule for create_recipe: allow, deny, rate-limit, or require approval. Point your MCP client at the PolicyLayer proxy URL and the rule is enforced on every call, before it reaches Dataiku DSS MCP Server. Nothing to install.

What risk level is create_recipe? +

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

Can I rate-limit create_recipe? +

Yes. Add a rate_limit block to the create_recipe rule in your PolicyLayer 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 create_recipe completely? +

Set action: deny in the PolicyLayer policy for create_recipe. 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 create_recipe? +

create_recipe is provided by the Dataiku DSS MCP Server MCP server (steven0lisa/mcp-dataiku). PolicyLayer sits as a proxy in front of this server to enforce policies before tool calls reach the server.