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UsageMax public observability

Read public profile

public_profile
Read-only

Read one opt-in public UsageMax profile and aggregate statistics.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
handleYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior3/5

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

Annotations already cover readOnlyHint and destructiveHint. The description adds useful context by noting the profile must be opt-in public and that aggregate statistics are included. However, it does not disclose return format, error cases, or rate limits, and the annotations carry most of the safety burden.

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?

One short, front-loaded sentence with no filler. It states the action and key scoping constraint efficiently, earning its place.

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?

With no output schema, the description should clarify what the returned 'aggregate statistics' are and how the handle parameter works. The phrase 'profile and aggregate statistics' is ambiguous about whether statistics are global or profile-specific, leaving an agent without enough detail for confident invocation.

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?

Schema description coverage is 0%, so the description must compensate for the undocumented 'handle' parameter. It does not: the description never mentions the handle or explains that it identifies the profile. The agent must infer meaning from the parameter name 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 uses a specific verb ('Read') and resource ('one opt-in public UsageMax profile and aggregate statistics'), clearly identifying what the tool does. It does not explicitly differentiate from sibling tools like leaderboard or network_stats, so it stops short of a 5.

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?

The description gives no explicit when-to-use guidance or alternatives. 'Opt-in public' hints at a prerequisite for data availability, but there is no direction on choosing this tool over ask_site, leaderboard, or network_stats.

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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