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get_category_leaders

Read-only

Under review: which countries block the most domains in a Citizen Lab category comes from Voidly's national blocklist layer, which let false positives through in open countries and is being rebuilt with a stricter rule, so rankings and counts are withheld. Returns the category code, null rows and a review object with the layer's window end as the data date.

Input Schema

NameRequiredDescriptionDefault
categoryYesCitizen Lab category code, e.g. NEWS, ANON, HUMR, LGBT, GMB, PORN, POLR

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and openWorldHint=false, so the safety profile is covered. The description adds genuinely useful context beyond that: that data is withheld, that counts/rankings will come back null, and that a review object carries the layer's window end as the data date — a real degradation disclosure an agent would not otherwise know.

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?

It is a single dense sentence that front-loads 'Under review' before saying anything about the actual resource, and the explanatory clause about false positives is padded. Not bloated, but the priority ordering buries the capability behind the suspension notice.

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?

For a single-param read tool with full schema coverage and no output schema, the description does explain the returned shape (category code, null rows, review object) and the data date. What it omits is the practical next step — which sibling tool to use to get the withheld ranking — leaving the agent stranded once it learns the data is unavailable.

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?

Only one parameter and schema coverage is 100%, with the enum-like examples (NEWS, ANON, HUMR, ...) already in the schema. The description adds nothing about the category code, so the baseline 3 applies.

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

Purpose3/5

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

The description conveys the underlying concept (which countries block the most domains within a Citizen Lab category) but frames it entirely as a suspended feature, so an agent cannot tell what the tool actually returns today beyond 'null rows'. The resource is identifiable, but the verb/deliverable is degraded and muddied by the review narrative.

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 when-to-use guidance and no routing to alternatives. With siblings like get_censorship_by_category, get_most_blocked_domains, and get_national_blocklist available, the description should say what to call instead while rankings are withheld, but it never names a substitute.

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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