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OpenAny

Wikipedia Article Pageviews

wikimedia_get_analytics_pageviews_project_article_start_end

Get daily article pageviews across all access methods, counting user traffic. Uses the caller's OpenAny gateway credentials. Charges and authorization are determined by the gateway.

Input Schema

NameRequiredDescriptionDefault
endYesEnd date in YYYYMMDD00 format.
startYesStart date in YYYYMMDD00 format.
articleYesArticle title with spaces replaced by underscores.
projectYesWikipedia project domain, such as en.wikipedia.org.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

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 and does add useful behavioral context: it says the call uses OpenAny gateway credentials and that charges and authorization are gateway-determined. However, it does not disclose rate limits, date-range constraints, pagination, or return-format details.

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?

The description is front-loaded and only two sentences long, with no wasted wording. The second sentence is somewhat generic gateway boilerplate, but it remains relevant to cost and authorization.

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 four-parameter read-only analytics tool, the description covers the basic metric and gateway context. It leaves gaps around date-range limits, time zone, output granularity, and pagination that an agent might need in edge cases.

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%, so the schema already documents project, article, start, and end formats. The description adds no parameter-level semantics beyond implying article and daily pageview scope.

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 states a specific verb and resource: get daily article pageviews. It also scopes the metric to all access methods and user traffic, which makes the purpose clear. It does not explicitly differentiate from the sibling wikimedia_get_analytics_top_project_year_month_day tool.

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 when-to-use guidance, no exclusions, and no comparison to alternative analytics tools. It only states what the tool returns and how gateway credentials affect billing and authorization.

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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