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steven0lisa

Dataiku DSS MCP Server

by steven0lisa

get_recent_runs

Retrieve recent run history across all scenarios and recipes in a Dataiku project to monitor execution status and outcomes.

Instructions

Get recent run history across all scenarios/recipes

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_keyYesThe project key
limitNoNumber of recent runs to retrieve
status_filterNoFilter by status
Behavior2/5

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

With no annotations provided, the description carries the full burden. It indicates a read operation but does not disclose behavioral traits such as authentication needs, rate limits, pagination behavior, or what constitutes 'recent'. Basic information is missing.

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

Conciseness4/5

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

The description is a single concise sentence with no wasted words. However, it is so brief that it sacrifices valuable context. It earns a 4 for being well-structured but not a 5 because it could include more useful information.

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 the tool has no output schema and only a brief description, it omits important details like the format of returned runs, default sorting order, or valid values for status_filter. For a tool that provides history, expectations about output are not set.

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 description coverage is 100%, with each parameter having a description in the input schema. The description adds no additional parameter context beyond what the schema already provides. Baseline score of 3 is appropriate.

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?

Description clearly states the verb 'Get' and resource 'recent run history' with scope 'across all scenarios/recipes'. This effectively distinguishes it from sibling tool get_scenario_run_history which is per-scenario. The purpose is specific and unambiguous.

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

Usage Guidelines3/5

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

The description implies usage when needing run history across multiple scenarios/recipes, but it does not explicitly state when to use this tool versus get_scenario_run_history, nor does it provide conditions or prerequisites. Guidance is only implicit.

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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