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Trending

trending
Read-onlyIdempotent

What's rising in AI right now, by kind.

Input Schema

NameRequiredDescriptionDefault
kindYestools: rising developer tools; repos: new GitHub repos gaining stars fastest; topics: research topics rising this week; fields: research fields by paper growth; stories: the week's top items on Hacker News, GitHub and Hugging Face
limitNo

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
Behavior2/5

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

Annotations already state readOnlyHint, idempotentHint, destructiveHint=false and openWorldHint=false, so the safety profile needs no restating. The description adds only the vague qualifier "right now" for recency; it does not define the ranking window, what metric "rising" is based on, or sort behavior — so it contributes almost nothing beyond the structured metadata.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is a single front-loaded sentence with zero filler, which is structurally clean. However, the brevity reads as under-specification rather than discipline, since key qualifiers like timeframe and ranking basis are simply absent.

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

Completeness2/5

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

An output schema exists, so return shape needn't be explained, but the definition still leaves the recency window, ranking metric, and the undocumented limit parameter unaddressed. For a tool with five distinct modes and sibling overlap, that is not enough to invoke confidently.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 50%: the kind enum is richly documented in the schema itself, while limit has no description anywhere. "By kind" merely restates the required enum parameter and adds no new meaning, and the undocumented limit (default 10, max 30) is left entirely to inference.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

"What's rising in AI right now, by kind" communicates the resource (trending AI items) and that results are partitioned by a kind selector, so the purpose is inferable. But the verb is implicit (list/get) and it never distinguishes itself from overlapping siblings like latest_news, latest_papers, dev_tools, or search, leaving the agent to guess which trending-adjacent surface applies.

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 when-to-use or when-not-to-use guidance, and no alternative is named even though latest_news, latest_papers, and dev_tools clearly overlap with several of the supported kinds. The agent gets no rule for choosing this tool over those siblings.

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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