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list_competition_topics

Browse discussion threads for a Kaggle competition, using sorting and pagination to locate relevant forum topics.

Instructions

List competition forum topics

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
compYes
pageNo
sort_byNohot

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv3.0.0

TDQS

C2.6/5.0
Behavior2/5

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

With no annotations, the description must disclose behavior, but it only restates the listing intent. It does not mention pagination, sorting behavior, authentication requirements, or what the response contains, though the tool's name and defaults hint at these concerns.

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, focused sentence with no filler. It is efficiently front-loaded but is perhaps too terse given the parameter and behavioral gaps.

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 tool with three undocumented parameters and no output schema, the description is incomplete. It fails to explain what a 'competition topic' is, how pagination and sorting work, or how this relates to sibling topic tools.

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

Parameters1/5

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

The input schema has 0% description coverage, so the description must compensate. It provides no explanation for 'comp', 'page', or 'sort_by', leaving an agent to infer meanings from parameter names and defaults alone.

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

Purpose4/5

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

The description states a clear action ('List') and a specific resource ('competition forum topics'), so an agent knows this tool retrieves topics related to competitions. However, it does not differentiate this from sibling tools like list_forum_topics or show_competition_topic, which could cause selection ambiguity.

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 guidance is provided about when to use this tool versus alternatives. It does not mention prerequisites, scoping to a competition, or when to prefer show_competition_topic or list_forum_topics instead.

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