Skip to main content
Glama

competition_leaderboard

Retrieve the top 20 entries from a Kaggle competition leaderboard by providing the competition's URL suffix.

Instructions

View competition leaderboard (top 20).

    Args:
        competition: Competition URL suffix.
    

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
competitionYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

With no annotations, the description carries the full burden. It only mentions 'top 20' but does not disclose whether pagination exists, how scores are sorted, or any side effects. The behavioral insight is minimal.

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 short but includes a docstring-style 'Args' block that redundantly restates the parameter. Removing that block would improve conciseness without losing information.

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

Completeness3/5

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

Given the output schema exists, the description could omit return details, but it still lacks context on what the leaderboard contains (e.g., rank, score, entries). It is minimally adequate but not complete.

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

Parameters2/5

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

Schema description coverage is 0%. The description says 'Competition URL suffix' for the parameter, adding some context but no format examples or validation details. With only one parameter, more explicit guidance is expected.

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 'View competition leaderboard (top 20)', specifying the verb (View), resource (competition leaderboard), and scope (top 20). It effectively distinguishes from sibling tools like competition_leaderboard_download.

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 on when to use this tool versus alternatives. Sibling tools like competition_data_summary or competition_leaderboard_download are not mentioned, leaving the agent without criteria for selection.

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

Install Server

Other Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/Galaxy-Dawn/kaggle-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server