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OpenAny

Wikipedia Most-Viewed Articles

wikimedia_get_analytics_top_project_year_month_day

Get the most-viewed articles for a Wikipedia project on a given UTC date. Uses the caller's OpenAny gateway credentials. Charges and authorization are determined by the gateway.

Input Schema

NameRequiredDescriptionDefault
dayYesTwo-digit UTC day.
yearYesFour-digit UTC year.
monthYesTwo-digit UTC month.
projectYesWikipedia project domain, such as en.wikipedia.org.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

No annotations are provided, so the description bears the full behavioral burden. It usefully states that OpenAny gateway credentials are used and that charges/authorization are determined by the gateway, but it does not disclose ranking size, return shape, pagination, or error behavior.

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?

The definition is two sentences and front-loads the core purpose before adding gateway credential and billing context. There is no unnecessary wording.

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 read-only analytics query with fully documented required parameters, the description is adequate for invocation. But with no output schema, it would benefit from stating the expected return shape or ranking limit for 'most-viewed articles.'

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 four required parameters are already well documented, including UTC formats and the project domain example. The description reinforces project/date semantics but adds no meaningful detail beyond the schema.

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 gives a specific verb and resource: retrieve the most-viewed articles for a Wikipedia project on a UTC date. It is clear enough to distinguish from broader Wikipedia lookup tools, but it does not explicitly differentiate itself from the related pageviews analytics sibling.

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

Usage Guidelines3/5

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

The intended use case is implied by 'most-viewed articles for a Wikipedia project on a given UTC date.' However, there is no explicit guidance on when to use this versus the pageviews sibling or other Wikipedia analytics tools.

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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