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steven0lisa

Dataiku DSS MCP Server

by steven0lisa

cancel_running_jobs

Halt active jobs or scenarios in a project by specifying the project key and list of job IDs.

Instructions

Cancel running jobs/scenarios

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_keyYesThe project key
job_idsYesList of job IDs to cancel
Behavior2/5

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

No annotations are provided, so the description must disclose behavioral traits. It only states the action (cancel) but does not mention destructiveness, reversibility, permissions needed, or side effects. For a destructive action, this is insufficient.

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

Conciseness3/5

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

The description is extremely concise (4 words). While brevity is positive, it omits crucial context that could be included without bloat. It is functional but not well-structured for decision-making.

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?

For a destructive tool with no output schema and no annotations, the description should cover return values, error conditions, and implications. It lacks all of this, leaving the agent underinformed about what happens after invocation.

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 both parameters (project_key and job_ids). The description adds no additional meaning beyond the schema, so it meets the baseline but does not enhance understanding.

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

Purpose3/5

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

The description states it cancels running jobs/scenarios, which is a verb+resource. However, it is very brief and does not clarify whether it cancels jobs, scenarios, or both. Among sibling tools, no other cancel tool exists, so differentiation is minimal. The purpose is clear but vague.

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 guidelines on when to use this tool versus alternatives. There is no mention of prerequisites, scenarios where cancellation is appropriate, or when not to use it. The description provides no context for invocation.

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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