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UsageMax public observability

Read public leaderboard

leaderboard
Read-only

Read the public UsageMax leaderboard (maximum 100 rows).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
metricNotokens
periodNoall

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

Annotations already indicate readOnlyHint and non-destructive behavior. The description adds useful context: the data is public and capped at 100 rows. It does not describe ordering or pagination, but these are minor for a simple read-only 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?

A single sentence with no filler, front-loaded with the action and resource. Every word earns its place.

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?

The tool is simple, but the description omits any explanation of the two parameters and the response format. Since there is no output schema and no parameter descriptions, an agent must infer meaning from enum names alone, which is adequate but leaves clear gaps.

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% and the description does not mention metric or period at all. The schema's enum values and defaults are partially self-explanatory, but the description adds no meaning beyond the raw schema.

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 states a specific verb ('Read') and a clear resource ('public UsageMax leaderboard') and adds a concrete bound ('maximum 100 rows'). This clearly distinguishes it from sibling tools like ask_site, network_stats, and public_profile.

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

Usage Guidelines4/5

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

The description clearly establishes this tool is for reading the leaderboard, which is the relevant context. It does not explicitly mention alternatives or exclusions, but no close sibling competes with this function, so the guidance is adequate.

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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