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Trending Topics (Wikipedia)

trending_topics
Read-onlyIdempotent

What is trending right now: the most-read Wikipedia articles for a language and day (default yesterday UTC), with views and rank, cleaned of the Main Page, special and other non-article pages. A daily signal of trending topics, breaking news and current events in 300+ Wikipedia language editions. Suited to trend discovery, news monitoring and content ideas. Paid: $0.005 USDC per call via x402.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "trending_topics"
  }
}

Input Schema

NameRequiredDescriptionDefault
dateNoDay YYYY-MM-DD (default: yesterday UTC)
langNoWikipedia language code, e.g. 'en', 'fr', 'de', 'ja' (default en)
limitNoNumber of articles (default 25)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.1/5.0
Behavior4/5

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

The annotations already establish that this is a read-only, idempotent, open-world operation. The description adds useful behavioral context beyond that: the default is yesterday UTC, non-article pages are cleaned out, 300+ language editions are covered, and each call costs $0.005 USDC via x402.

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 description is front-loaded with the core purpose and then adds only useful context: scope, exclusions, use cases, and payment model. Every sentence contributes, and there is no redundant or filler text.

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 full schema coverage and clear read-only/open-world/idempotent annotations, the description supplies the remaining context an agent needs: default date, cleaned result set, language coverage, use cases, and paid access. It also briefly indicates the returned content with views and rank despite there being no output schema.

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 date, lang, and limit with defaults and constraints. The description reinforces the date default and language/day scope but adds no meaningful parameter semantics beyond the schema, so the baseline score 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?

The description clearly states a specific retrieval purpose: most-read Wikipedia articles for a language and day, including views and rank, with non-article pages removed. It does not explicitly differentiate itself from the sibling tools compare_topic_popularity and wikipedia_pageviews_trend, so it falls short of a 5.

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

Usage Guidelines4/5

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

It gives clear usage contexts: trend discovery, news monitoring, and content ideas, plus a default date. It does not name alternatives or state when not to use this tool instead of its siblings, so it lacks the explicit routing of a 5.

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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