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Trending topics

list_trending_topics
Read-onlyIdempotent

Trending topics: yesterday's most-viewed Wikipedia articles in any language, cleaned of site pages, with rank change vs. the day before, new entries, week-long regulars, and likely automated surges flagged separately. A daily read of what people are paying attention to. Based on Wikimedia pageview data (CC0).

Input Schema

NameRequiredDescriptionDefault
langNoWikipedia language code
limitNo1 to 100

Output Schema

NameRequiredDescriptionDefault
dataYesThe result. Its fields are documented at https://www.x402pulse.dev/developers for each endpoint.
cachedNotrue if the result came from x402Pulse's cache, false if it was just computed.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.1/5.0
Behavior5/5

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

Annotations already declare read-only, idempotent, open-world, non-destructive behavior, and the description adds substantial context beyond them: data source (Wikimedia pageview data, CC0), cleaning of site pages, rank changes, new entries, week-long regulars, and automated surge flags. This gives the agent a clear picture of what the tool returns and how the data is framed.

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 first sentence front-loads the resource, scope, and output categories; the two short follow-ups add framing and provenance without waste. The description is appropriately sized for a simple two-parameter list tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, the description need not explain return values; it still supplies the data source and output categories. Annotations cover safety and the schema fully covers parameters, so nothing essential for correct invocation is missing.

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 lang and limit parameters are already documented in the schema. The description adds only the 'in any language' hint, which loosely relates to lang, but does not explain limit or add format/syntax details, so the baseline 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 a specific resource and scope: yesterday's most-viewed Wikipedia articles in any language, with cleaned data and trend categories such as rank change, new entries, regulars, and automated surges. It is clearly a Wikipedia-pageview trend list, though it does not explicitly contrast itself with sibling attention tools such as get_topic_attention or list_attention_spikes.

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 phrase 'A daily read of what people are paying attention to' implies a recurring monitoring use case, but there are no explicit when-to-use or when-not-to-use rules and no alternative tools are named. It offers context but not routing guidance.

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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