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Get Category Pages

get_category_pages

Fetch article titles directly in a Wikipedia category for a chosen language, excluding subcategories and non-article pages, to support citation analysis.

Instructions

Article titles (namespace 0) directly in a category.

Input Schema

NameRequiredDescriptionDefault
langNoWikipedia language code (default "en").en
categoryYesCategory name, with or without the "Category:" prefix.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

B3.2/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It usefully discloses two behavioral scoping traits – namespace 0 only and direct membership (no subcategory recursion) – but says nothing about pagination, result limits, ordering, or whether redirects/non-article pages are excluded.

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?

A single front-loaded phrase with zero filler; the two scoping constraints are the first things read. It is arguably too terse rather than too long, but 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?

For a simple two-parameter read tool with no output schema and no annotations, the description covers the core return semantics (titles) and scope, but leaves output format, ordering, and sibling selection unaddressed, which is a modest but real gap.

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?

Schema description coverage is 100%: both 'lang' and 'category' are documented in the schema, including the 'Category:' prefix handling. The description adds no parameter-level information beyond what the schema already provides, so the baseline of 3 applies.

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?

States the specific resource (article titles) and two important scoping constraints: namespace 0 and 'directly in a category' (non-recursive). This distinguishes it from the subcategory siblings (get_subcat_table, get_subcat_with_depth), but it never names or contrasts with the closest siblings get_pages_in_cat_table or get_page_in_cat_multiple, so an agent must infer the boundary.

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?

There is no explicit when-to-use, when-not, or alternative named. The word 'directly' implies non-recursive traversal, which is a weak usage hint, but nothing tells the agent when to pick this over get_pages_in_cat_table or get_page_in_cat_multiple.

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