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steven0lisa

Dataiku DSS MCP Server

by steven0lisa

create_scenario

Create a new scenario in a Dataiku DSS project by specifying its name, type (step-based or custom Python), and optional definition.

Instructions

Create a new scenario in a project

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_keyYesThe project key
scenario_nameYesName for the new scenario
scenario_typeYesType of scenario (step_based or custom_python)
definitionNoOptional scenario definition
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. However, it does not disclose behavioral traits such as required permissions, whether the definition is optional, or what happens to existing scenarios. This is a significant gap for a creation tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence with no extraneous words. It is appropriately concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given 4 parameters including nested objects and no output schema, the description is insufficient. It does not explain the 'scenario_type' options or return value, leaving the agent with incomplete context.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with descriptions for all parameters. The description adds no additional meaning beyond the schema, so baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'create', the resource 'scenario', and the scope 'in a project'. It effectively distinguishes from sibling tools like 'update_scenario' and 'delete_scenario'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No usage guidance is provided. There is no mention of when to use this tool versus alternatives like 'clone_scenario' or 'add_scenario_trigger', nor any prerequisites or constraints.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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